diff --git "a/checkpoints/shb/best_nae.log" "b/checkpoints/shb/best_nae.log"
new file mode 100644--- /dev/null
+++ "b/checkpoints/shb/best_nae.log"
@@ -0,0 +1,11288 @@
+2025-07-01 16:55:28,300 - INFO - model_name     :	CLIP_MobileCLIP_S1
+block_size     :	32
+clip_weight_name:	datacompdr
+norm           :	none
+act            :	none
+num_vpt        :	None
+vpt_drop       :	None
+adapter        :	False
+adapter_reduction:	None
+lora           :	False
+lora_rank      :	None
+lora_alpha     :	None
+lora_dropout   :	None
+dataset        :	shb
+in_memory_dataset:	False
+input_size     :	448
+batch_size     :	8
+num_crops      :	1
+aug_min_scale  :	0.75
+aug_max_scale  :	2.5
+aug_brightness :	0.15
+aug_contrast   :	0.15
+aug_saturation :	0.1
+aug_hue        :	0.0
+aug_kernel_size:	None
+aug_saltiness  :	0.001
+aug_spiciness  :	0.001
+aug_blur_prob  :	0.0
+sliding_window :	False
+stride         :	448
+max_input_size :	4096
+max_num_windows:	64
+resize_to_multiple:	False
+reg_loss       :	zipnll
+aux_loss       :	msmae
+weight_cls     :	1.0
+weight_reg     :	1.0
+weight_aux     :	0.025
+numItermax     :	None
+regularization :	None
+scales         :	[1, 2]
+min_scale_weight:	0.0
+max_scale_weight:	1.0
+alpha          :	0.5
+optimizer      :	adam
+lr             :	0.0001
+vpt_lr         :	None
+adapter_lr     :	None
+lora_lr        :	None
+backbone_lr    :	0.0001
+weight_decay   :	0.0001
+vpt_weight_decay:	None
+adapter_weight_decay:	None
+lora_weight_decay:	None
+backbone_weight_decay:	0.0001
+scheduler      :	cos_restarts
+warmup_epochs  :	25
+warmup_lr      :	1e-05
+eta_min        :	1e-06
+gamma          :	None
+step_size      :	None
+T_0            :	5
+T_mult         :	2
+T_max          :	None
+ckpt_dir_name  :	ebc_s_32_448x1_msmae_1_2
+total_epochs   :	1300
+eval_start     :	100
+eval_freq      :	0.25
+save_freq      :	50
+save_best_k    :	5
+amp            :	True
+num_workers    :	6
+local_rank     :	0
+seed           :	42
+nprocs         :	1
+ckpt_dir       :	/home/yiming/Code/CLIP-EBC-Dev/checkpoints/shb/ebc_s_32_448x1_msmae_1_2
+bins           :	[(0.0, 0.0), (1.0, 1.0), (2.0, 2.0), (3.0, 3.0), (4.0, 4.0), (5.0, 5.0), (6.0, 6.0), (7.0, 7.0), (8.0, 8.0), (9.0, 9.0), (10.0, 10.0), (11.0, 11.0), (12.0, 12.0), (13.0, 13.0), (14.0, 14.0), (15.0, 16.0), (17.0, 18.0), (19.0, 20.0), (21.0, 23.0), (24.0, inf)]
+bin_centers    :	[0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.429900076863952, 17.432660157817306, 19.44041237113402, 21.85593014795052, 26.03846153846154]
+bin_counts     :	[265135522, 20054326, 4219708, 1561515, 730071, 382477, 224559, 137037, 88156, 58687, 40153, 27989, 19367, 13555, 10126, 13010, 7477, 4850, 4123, 3692]
+2025-07-01 16:55:28,301 - INFO - Total parameters: 33,603,842
+Trainable parameters: 33,603,842
+Non-trainable parameters: 0
+
+2025-07-01 16:55:28,303 - INFO - Epoch: 0001 / 1300	lr: 1.000e-05
+2025-07-01 16:55:37,640 - INFO - Training: cls_zice: 82.25358085632324; reg_zipnll: 251.05634704589843; aux_mae_loss_1: 603.7910897827148; aux_mae_loss_2: 147.82209686279296; cnt_loss: 555.4480297851562;
+
+
+2025-07-01 16:55:37,640 - INFO - Epoch: 0002 / 1300	lr: 1.096e-05
+2025-07-01 16:55:45,975 - INFO - Training: cls_zice: 55.600759735107424; reg_zipnll: 100.87150985717773; aux_mae_loss_1: 103.29466827392578; aux_mae_loss_2: 21.364383087158203; cnt_loss: 51.6761946105957;
+
+
+2025-07-01 16:55:45,976 - INFO - Epoch: 0003 / 1300	lr: 1.202e-05
+2025-07-01 16:55:54,342 - INFO - Training: cls_zice: 39.653014755249025; reg_zipnll: 60.544326305389404; aux_mae_loss_1: 74.13005340576171; aux_mae_loss_2: 13.96343105316162; cnt_loss: 31.41354740142822;
+
+
+2025-07-01 16:55:54,342 - INFO - Epoch: 0004 / 1300	lr: 1.318e-05
+2025-07-01 16:56:02,733 - INFO - Training: cls_zice: 37.88655746459961; reg_zipnll: 47.32209323883057; aux_mae_loss_1: 65.00491012573242; aux_mae_loss_2: 12.054427795410156; cnt_loss: 28.053206424713135;
+
+
+2025-07-01 16:56:02,734 - INFO - Epoch: 0005 / 1300	lr: 1.445e-05
+2025-07-01 16:56:11,501 - INFO - Training: cls_zice: 36.43229331970215; reg_zipnll: 48.257146492004395; aux_mae_loss_1: 58.00113265991211; aux_mae_loss_2: 10.442954750061036; cnt_loss: 23.649670238494874;
+
+
+2025-07-01 16:56:11,501 - INFO - Epoch: 0006 / 1300	lr: 1.585e-05
+2025-07-01 16:56:19,845 - INFO - Training: cls_zice: 32.69822227478027; reg_zipnll: 37.642294025421144; aux_mae_loss_1: 51.046064910888674; aux_mae_loss_2: 8.9968394947052; cnt_loss: 18.82895082473755;
+
+
+2025-07-01 16:56:19,845 - INFO - Epoch: 0007 / 1300	lr: 1.738e-05
+2025-07-01 16:56:28,446 - INFO - Training: cls_zice: 32.39696907043457; reg_zipnll: 33.076371631622315; aux_mae_loss_1: 48.12320819854736; aux_mae_loss_2: 8.502476444244385; cnt_loss: 18.08213855743408;
+
+
+2025-07-01 16:56:28,446 - INFO - Epoch: 0008 / 1300	lr: 1.905e-05
+2025-07-01 16:56:36,869 - INFO - Training: cls_zice: 32.34852394104004; reg_zipnll: 29.657841701507568; aux_mae_loss_1: 46.83157600402832; aux_mae_loss_2: 8.215802545547485; cnt_loss: 17.790042963027954;
+
+
+2025-07-01 16:56:36,870 - INFO - Epoch: 0009 / 1300	lr: 2.089e-05
+2025-07-01 16:56:45,332 - INFO - Training: cls_zice: 31.694600067138673; reg_zipnll: 25.971245059967043; aux_mae_loss_1: 45.84616226196289; aux_mae_loss_2: 7.90383083820343; cnt_loss: 15.699866924285889;
+
+
+2025-07-01 16:56:45,333 - INFO - Epoch: 0010 / 1300	lr: 2.291e-05
+2025-07-01 16:56:53,825 - INFO - Training: cls_zice: 32.94346488952637; reg_zipnll: 24.274019746780397; aux_mae_loss_1: 47.17442695617676; aux_mae_loss_2: 8.312433080673218; cnt_loss: 17.876113958358765;
+
+
+2025-07-01 16:56:53,825 - INFO - Epoch: 0011 / 1300	lr: 2.512e-05
+2025-07-01 16:57:02,281 - INFO - Training: cls_zice: 30.284496154785156; reg_zipnll: 22.923847408294677; aux_mae_loss_1: 41.92263206481934; aux_mae_loss_2: 7.141633586883545; cnt_loss: 14.149164400100709;
+
+
+2025-07-01 16:57:02,282 - INFO - Epoch: 0012 / 1300	lr: 2.754e-05
+2025-07-01 16:57:10,733 - INFO - Training: cls_zice: 29.66608383178711; reg_zipnll: 22.296042222976684; aux_mae_loss_1: 41.80129405975342; aux_mae_loss_2: 7.539910345077515; cnt_loss: 17.512927532196045;
+
+
+2025-07-01 16:57:10,733 - INFO - Epoch: 0013 / 1300	lr: 3.020e-05
+2025-07-01 16:57:19,169 - INFO - Training: cls_zice: 30.810677375793457; reg_zipnll: 20.82528880119324; aux_mae_loss_1: 41.707222595214844; aux_mae_loss_2: 7.391643905639649; cnt_loss: 15.775434455871583;
+
+
+2025-07-01 16:57:19,170 - INFO - Epoch: 0014 / 1300	lr: 3.311e-05
+2025-07-01 16:57:27,765 - INFO - Training: cls_zice: 28.19628433227539; reg_zipnll: 22.67788381576538; aux_mae_loss_1: 37.36141712188721; aux_mae_loss_2: 6.372408494949341; cnt_loss: 13.718163738250732;
+
+
+2025-07-01 16:57:27,766 - INFO - Epoch: 0015 / 1300	lr: 3.631e-05
+2025-07-01 16:57:36,208 - INFO - Training: cls_zice: 28.4102458190918; reg_zipnll: 15.393622088432313; aux_mae_loss_1: 38.21248859405517; aux_mae_loss_2: 6.667015027999878; cnt_loss: 13.608175840377807;
+
+
+2025-07-01 16:57:36,208 - INFO - Epoch: 0016 / 1300	lr: 3.981e-05
+2025-07-01 16:57:45,299 - INFO - Training: cls_zice: 28.67370002746582; reg_zipnll: 16.128958730697633; aux_mae_loss_1: 38.17178508758545; aux_mae_loss_2: 6.74325156211853; cnt_loss: 15.12875699043274;
+
+
+2025-07-01 16:57:45,299 - INFO - Epoch: 0017 / 1300	lr: 4.365e-05
+2025-07-01 16:57:53,673 - INFO - Training: cls_zice: 28.706381912231446; reg_zipnll: 14.43139699935913; aux_mae_loss_1: 38.229660263061525; aux_mae_loss_2: 6.7546949243545535; cnt_loss: 14.81802451133728;
+
+
+2025-07-01 16:57:53,673 - INFO - Epoch: 0018 / 1300	lr: 4.786e-05
+2025-07-01 16:58:02,099 - INFO - Training: cls_zice: 27.236870918273926; reg_zipnll: 14.863677043914794; aux_mae_loss_1: 36.77756660461426; aux_mae_loss_2: 6.511122512817383; cnt_loss: 14.090777454376221;
+
+
+2025-07-01 16:58:02,099 - INFO - Epoch: 0019 / 1300	lr: 5.248e-05
+2025-07-01 16:58:10,565 - INFO - Training: cls_zice: 28.330786991119385; reg_zipnll: 16.009769630432128; aux_mae_loss_1: 37.22878410339356; aux_mae_loss_2: 6.494985842704773; cnt_loss: 14.358301830291747;
+
+
+2025-07-01 16:58:10,565 - INFO - Epoch: 0020 / 1300	lr: 5.754e-05
+2025-07-01 16:58:18,978 - INFO - Training: cls_zice: 27.556119918823242; reg_zipnll: 17.06819568634033; aux_mae_loss_1: 34.809080047607424; aux_mae_loss_2: 5.946807208061219; cnt_loss: 12.269447379112243;
+
+
+2025-07-01 16:58:18,978 - INFO - Epoch: 0021 / 1300	lr: 6.310e-05
+2025-07-01 16:58:27,537 - INFO - Training: cls_zice: 28.157298469543456; reg_zipnll: 10.497220106124878; aux_mae_loss_1: 36.966585121154786; aux_mae_loss_2: 6.464042973518372; cnt_loss: 13.776533155441284;
+
+
+2025-07-01 16:58:27,538 - INFO - Epoch: 0022 / 1300	lr: 6.918e-05
+2025-07-01 16:58:36,355 - INFO - Training: cls_zice: 26.957975921630858; reg_zipnll: 16.527891416549682; aux_mae_loss_1: 33.50156730651855; aux_mae_loss_2: 5.759454183578491; cnt_loss: 11.325373878479004;
+
+
+2025-07-01 16:58:36,355 - INFO - Epoch: 0023 / 1300	lr: 7.586e-05
+2025-07-01 16:58:44,816 - INFO - Training: cls_zice: 27.870866317749023; reg_zipnll: 14.356647415161133; aux_mae_loss_1: 34.3394387626648; aux_mae_loss_2: 5.908787779808044; cnt_loss: 12.131292858123778;
+
+
+2025-07-01 16:58:44,817 - INFO - Epoch: 0024 / 1300	lr: 8.318e-05
+2025-07-01 16:58:53,353 - INFO - Training: cls_zice: 29.11933364868164; reg_zipnll: 8.792418050765992; aux_mae_loss_1: 36.18960609436035; aux_mae_loss_2: 6.512374181747436; cnt_loss: 15.09306655883789;
+
+
+2025-07-01 16:58:53,354 - INFO - Epoch: 0025 / 1300	lr: 9.120e-05
+2025-07-01 16:59:01,862 - INFO - Training: cls_zice: 28.29611328125; reg_zipnll: 7.636400508880615; aux_mae_loss_1: 34.560134429931644; aux_mae_loss_2: 6.099950699806214; cnt_loss: 13.094255332946778;
+
+
+2025-07-01 16:59:01,862 - INFO - Epoch: 0026 / 1300	lr: 1.000e-04
+2025-07-01 16:59:10,329 - INFO - Training: cls_zice: 27.47624195098877; reg_zipnll: 15.195784621238708; aux_mae_loss_1: 33.92575756072998; aux_mae_loss_2: 6.1217150259017945; cnt_loss: 14.630550575256347;
+
+
+2025-07-01 16:59:10,330 - INFO - Epoch: 0027 / 1300	lr: 9.055e-05
+2025-07-01 16:59:18,984 - INFO - Training: cls_zice: 27.63996129989624; reg_zipnll: 11.544991970062256; aux_mae_loss_1: 32.0197575378418; aux_mae_loss_2: 5.517307844161987; cnt_loss: 11.23264066696167;
+
+
+2025-07-01 16:59:18,984 - INFO - Epoch: 0028 / 1300	lr: 6.580e-05
+2025-07-01 16:59:27,630 - INFO - Training: cls_zice: 26.613470764160155; reg_zipnll: 7.7817750167846675; aux_mae_loss_1: 31.18985195159912; aux_mae_loss_2: 5.305708990097046; cnt_loss: 10.431837968826294;
+
+
+2025-07-01 16:59:27,631 - INFO - Epoch: 0029 / 1300	lr: 3.520e-05
+2025-07-01 16:59:36,066 - INFO - Training: cls_zice: 26.98474422454834; reg_zipnll: 5.997501440048218; aux_mae_loss_1: 31.200033378601074; aux_mae_loss_2: 5.285512928962707; cnt_loss: 11.168110499382019;
+
+
+2025-07-01 16:59:36,067 - INFO - Epoch: 0030 / 1300	lr: 1.045e-05
+2025-07-01 16:59:44,575 - INFO - Training: cls_zice: 24.71479202270508; reg_zipnll: 7.761431256532669; aux_mae_loss_1: 28.50522190093994; aux_mae_loss_2: 4.59207709312439; cnt_loss: 7.105797972679138;
+
+
+2025-07-01 16:59:44,575 - INFO - Epoch: 0031 / 1300	lr: 1.000e-04
+2025-07-01 16:59:53,084 - INFO - Training: cls_zice: 26.48638500213623; reg_zipnll: 7.817470588684082; aux_mae_loss_1: 31.360650024414063; aux_mae_loss_2: 5.4408451318740845; cnt_loss: 11.97717375278473;
+
+
+2025-07-01 16:59:53,085 - INFO - Epoch: 0032 / 1300	lr: 9.758e-05
+2025-07-01 17:00:01,637 - INFO - Training: cls_zice: 25.06217716217041; reg_zipnll: 6.382540979385376; aux_mae_loss_1: 30.372165851593017; aux_mae_loss_2: 5.298524928092957; cnt_loss: 10.355490627288818;
+
+
+2025-07-01 17:00:01,637 - INFO - Epoch: 0033 / 1300	lr: 9.055e-05
+2025-07-01 17:00:10,189 - INFO - Training: cls_zice: 26.458726539611817; reg_zipnll: 6.095935001373291; aux_mae_loss_1: 30.40150573730469; aux_mae_loss_2: 5.233099069595337; cnt_loss: 10.308140649795533;
+
+
+2025-07-01 17:00:10,189 - INFO - Epoch: 0034 / 1300	lr: 7.960e-05
+2025-07-01 17:00:18,615 - INFO - Training: cls_zice: 24.216997852325438; reg_zipnll: 9.063315830230714; aux_mae_loss_1: 28.519757480621337; aux_mae_loss_2: 4.816711039543152; cnt_loss: 8.909625787734985;
+
+
+2025-07-01 17:00:18,616 - INFO - Epoch: 0035 / 1300	lr: 6.580e-05
+2025-07-01 17:00:27,079 - INFO - Training: cls_zice: 23.00304740905762; reg_zipnll: 10.969401392936707; aux_mae_loss_1: 27.02127876281738; aux_mae_loss_2: 4.5393034362792966; cnt_loss: 8.766338920593261;
+
+
+2025-07-01 17:00:27,080 - INFO - Epoch: 0036 / 1300	lr: 5.050e-05
+2025-07-01 17:00:35,526 - INFO - Training: cls_zice: 24.255824165344237; reg_zipnll: 3.5931643772125246; aux_mae_loss_1: 28.070592365264893; aux_mae_loss_2: 4.648915414810181; cnt_loss: 7.992717628479004;
+
+
+2025-07-01 17:00:35,527 - INFO - Epoch: 0037 / 1300	lr: 3.520e-05
+2025-07-01 17:00:43,999 - INFO - Training: cls_zice: 23.320665493011475; reg_zipnll: 6.8475168371200565; aux_mae_loss_1: 26.386834564208986; aux_mae_loss_2: 4.2176310205459595; cnt_loss: 7.075057959556579;
+
+
+2025-07-01 17:00:44,000 - INFO - Epoch: 0038 / 1300	lr: 2.140e-05
+2025-07-01 17:00:52,485 - INFO - Training: cls_zice: 22.96575313568115; reg_zipnll: 8.630276432037354; aux_mae_loss_1: 25.311568202972413; aux_mae_loss_2: 3.995409536361694; cnt_loss: 5.577048213481903;
+
+
+2025-07-01 17:00:52,486 - INFO - Epoch: 0039 / 1300	lr: 1.045e-05
+2025-07-01 17:01:01,074 - INFO - Training: cls_zice: 22.112480812072754; reg_zipnll: 5.519189443588257; aux_mae_loss_1: 25.779489517211914; aux_mae_loss_2: 4.137313556671143; cnt_loss: 6.7724109196662905;
+
+
+2025-07-01 17:01:01,075 - INFO - Epoch: 0040 / 1300	lr: 3.423e-06
+2025-07-01 17:01:09,424 - INFO - Training: cls_zice: 23.039574165344238; reg_zipnll: 2.3763691806793212; aux_mae_loss_1: 25.870735607147218; aux_mae_loss_2: 4.149263014793396; cnt_loss: 6.010028967857361;
+
+
+2025-07-01 17:01:09,425 - INFO - Epoch: 0041 / 1300	lr: 1.000e-04
+2025-07-01 17:01:17,926 - INFO - Training: cls_zice: 24.922497215270997; reg_zipnll: 2.9525561904907227; aux_mae_loss_1: 27.690152626037598; aux_mae_loss_2: 4.710438575744629; cnt_loss: 9.661994934082031;
+
+
+2025-07-01 17:01:17,926 - INFO - Epoch: 0042 / 1300	lr: 9.939e-05
+2025-07-01 17:01:26,483 - INFO - Training: cls_zice: 22.365878372192384; reg_zipnll: 11.691998291015626; aux_mae_loss_1: 25.794188289642335; aux_mae_loss_2: 4.257386975288391; cnt_loss: 7.880834856033325;
+
+
+2025-07-01 17:01:26,484 - INFO - Epoch: 0043 / 1300	lr: 9.758e-05
+2025-07-01 17:01:35,036 - INFO - Training: cls_zice: 23.360497035980224; reg_zipnll: 8.478998699188232; aux_mae_loss_1: 26.69022455215454; aux_mae_loss_2: 4.49408271074295; cnt_loss: 8.295058250427246;
+
+
+2025-07-01 17:01:35,037 - INFO - Epoch: 0044 / 1300	lr: 9.460e-05
+2025-07-01 17:01:43,482 - INFO - Training: cls_zice: 23.599213066101075; reg_zipnll: 11.901301317214966; aux_mae_loss_1: 26.837542781829836; aux_mae_loss_2: 4.684672746658325; cnt_loss: 10.137381238937378;
+
+
+2025-07-01 17:01:43,483 - INFO - Epoch: 0045 / 1300	lr: 9.055e-05
+2025-07-01 17:01:51,927 - INFO - Training: cls_zice: 24.786944427490234; reg_zipnll: 9.351831746101379; aux_mae_loss_1: 27.0561891746521; aux_mae_loss_2: 4.5683644676208495; cnt_loss: 9.088589448928833;
+
+
+2025-07-01 17:01:51,927 - INFO - Epoch: 0046 / 1300	lr: 8.550e-05
+2025-07-01 17:02:00,424 - INFO - Training: cls_zice: 23.000302295684815; reg_zipnll: 0.38501430869102476; aux_mae_loss_1: 25.88962823867798; aux_mae_loss_2: 4.313788208961487; cnt_loss: 7.445049147605896;
+
+
+2025-07-01 17:02:00,425 - INFO - Epoch: 0047 / 1300	lr: 7.960e-05
+2025-07-01 17:02:08,856 - INFO - Training: cls_zice: 21.950883808135988; reg_zipnll: 1.7847424125671387; aux_mae_loss_1: 24.774158058166503; aux_mae_loss_2: 4.047717986106872; cnt_loss: 7.326300849914551;
+
+
+2025-07-01 17:02:08,857 - INFO - Epoch: 0048 / 1300	lr: 7.297e-05
+2025-07-01 17:02:17,439 - INFO - Training: cls_zice: 24.584259510040283; reg_zipnll: 1.535711145401001; aux_mae_loss_1: 26.21998836517334; aux_mae_loss_2: 4.267903757095337; cnt_loss: 7.849629793167114;
+
+
+2025-07-01 17:02:17,440 - INFO - Epoch: 0049 / 1300	lr: 6.580e-05
+2025-07-01 17:02:26,054 - INFO - Training: cls_zice: 23.099776916503906; reg_zipnll: 5.17090916633606; aux_mae_loss_1: 25.714696102142334; aux_mae_loss_2: 4.174040315151214; cnt_loss: 6.928267982006073;
+
+
+2025-07-01 17:02:26,054 - INFO - Epoch: 0050 / 1300	lr: 5.824e-05
+2025-07-01 17:02:34,740 - INFO - Training: cls_zice: 21.54659107208252; reg_zipnll: 0.9787116432189942; aux_mae_loss_1: 24.29254270553589; aux_mae_loss_2: 4.053679232597351; cnt_loss: 7.41036459684372;
+
+
+2025-07-01 17:02:35,179 - INFO - Epoch: 0051 / 1300	lr: 5.050e-05
+2025-07-01 17:02:43,624 - INFO - Training: cls_zice: 21.906887016296388; reg_zipnll: 4.584058389663697; aux_mae_loss_1: 23.288965816497804; aux_mae_loss_2: 3.7378105235099794; cnt_loss: 6.011124396324158;
+
+
+2025-07-01 17:02:43,624 - INFO - Epoch: 0052 / 1300	lr: 4.276e-05
+2025-07-01 17:02:52,025 - INFO - Training: cls_zice: 21.999712409973146; reg_zipnll: 5.899113035202026; aux_mae_loss_1: 23.3170414352417; aux_mae_loss_2: 3.6254306125640867; cnt_loss: 5.6499413394927975;
+
+
+2025-07-01 17:02:52,025 - INFO - Epoch: 0053 / 1300	lr: 3.520e-05
+2025-07-01 17:03:00,585 - INFO - Training: cls_zice: 21.54671766281128; reg_zipnll: 1.4850231385231019; aux_mae_loss_1: 23.421533489227294; aux_mae_loss_2: 3.7633336567878723; cnt_loss: 5.8586269164085385;
+
+
+2025-07-01 17:03:00,585 - INFO - Epoch: 0054 / 1300	lr: 2.803e-05
+2025-07-01 17:03:09,085 - INFO - Training: cls_zice: 22.552307605743408; reg_zipnll: -2.2278330326080322; aux_mae_loss_1: 24.752366161346437; aux_mae_loss_2: 3.842792501449585; cnt_loss: 5.528306832313538;
+
+
+2025-07-01 17:03:09,085 - INFO - Epoch: 0055 / 1300	lr: 2.140e-05
+2025-07-01 17:03:17,551 - INFO - Training: cls_zice: 21.582713718414308; reg_zipnll: 1.3912670421600342; aux_mae_loss_1: 22.844619636535644; aux_mae_loss_2: 3.53661687374115; cnt_loss: 5.00536970615387;
+
+
+2025-07-01 17:03:17,551 - INFO - Epoch: 0056 / 1300	lr: 1.550e-05
+2025-07-01 17:03:25,982 - INFO - Training: cls_zice: 20.886525535583495; reg_zipnll: 6.008732485771179; aux_mae_loss_1: 22.33869993209839; aux_mae_loss_2: 3.5522518301010133; cnt_loss: 4.574851014614105;
+
+
+2025-07-01 17:03:25,982 - INFO - Epoch: 0057 / 1300	lr: 1.045e-05
+2025-07-01 17:03:34,389 - INFO - Training: cls_zice: 21.630955276489257; reg_zipnll: 0.3278283405303955; aux_mae_loss_1: 22.937130851745607; aux_mae_loss_2: 3.5827858948707583; cnt_loss: 4.486375616788864;
+
+
+2025-07-01 17:03:34,389 - INFO - Epoch: 0058 / 1300	lr: 6.395e-06
+2025-07-01 17:03:42,956 - INFO - Training: cls_zice: 21.419909343719482; reg_zipnll: 2.1191479110717775; aux_mae_loss_1: 22.715557632446288; aux_mae_loss_2: 3.472179484367371; cnt_loss: 4.15958657503128;
+
+
+2025-07-01 17:03:42,956 - INFO - Epoch: 0059 / 1300	lr: 3.423e-06
+2025-07-01 17:03:51,369 - INFO - Training: cls_zice: 21.322007274627687; reg_zipnll: -1.8787968206405639; aux_mae_loss_1: 23.050473461151125; aux_mae_loss_2: 3.6077150869369508; cnt_loss: 4.482593173980713;
+
+
+2025-07-01 17:03:51,369 - INFO - Epoch: 0060 / 1300	lr: 1.609e-06
+2025-07-01 17:03:59,730 - INFO - Training: cls_zice: 21.525287609100342; reg_zipnll: 3.136127381324768; aux_mae_loss_1: 22.745111083984376; aux_mae_loss_2: 3.463519287109375; cnt_loss: 4.215982871055603;
+
+
+2025-07-01 17:03:59,731 - INFO - Epoch: 0061 / 1300	lr: 1.000e-04
+2025-07-01 17:04:08,418 - INFO - Training: cls_zice: 22.33104763031006; reg_zipnll: 1.0999795532226562; aux_mae_loss_1: 23.82204399108887; aux_mae_loss_2: 3.7857603311538695; cnt_loss: 5.829848608970642;
+
+
+2025-07-01 17:04:08,418 - INFO - Epoch: 0062 / 1300	lr: 9.985e-05
+2025-07-01 17:04:16,807 - INFO - Training: cls_zice: 23.351730098724364; reg_zipnll: 4.199418828487397; aux_mae_loss_1: 26.28175968170166; aux_mae_loss_2: 4.595782260894776; cnt_loss: 9.51888763666153;
+
+
+2025-07-01 17:04:16,807 - INFO - Epoch: 0063 / 1300	lr: 9.939e-05
+2025-07-01 17:04:25,168 - INFO - Training: cls_zice: 23.1901749420166; reg_zipnll: 4.618301954269409; aux_mae_loss_1: 25.8459686088562; aux_mae_loss_2: 4.284314422607422; cnt_loss: 7.573650455474853;
+
+
+2025-07-01 17:04:25,168 - INFO - Epoch: 0064 / 1300	lr: 9.863e-05
+2025-07-01 17:04:33,692 - INFO - Training: cls_zice: 22.05904194831848; reg_zipnll: 5.779385585784912; aux_mae_loss_1: 24.228447437286377; aux_mae_loss_2: 4.009732518196106; cnt_loss: 7.304478228092194;
+
+
+2025-07-01 17:04:33,693 - INFO - Epoch: 0065 / 1300	lr: 9.758e-05
+2025-07-01 17:04:42,263 - INFO - Training: cls_zice: 21.19821798324585; reg_zipnll: 7.207969770431519; aux_mae_loss_1: 22.856373920440674; aux_mae_loss_2: 3.787774772644043; cnt_loss: 6.554626631736755;
+
+
+2025-07-01 17:04:42,263 - INFO - Epoch: 0066 / 1300	lr: 9.623e-05
+2025-07-01 17:04:50,731 - INFO - Training: cls_zice: 21.15851978302002; reg_zipnll: 7.234413785934448; aux_mae_loss_1: 22.72172920227051; aux_mae_loss_2: 3.7736595559120176; cnt_loss: 6.838358082771301;
+
+
+2025-07-01 17:04:50,732 - INFO - Epoch: 0067 / 1300	lr: 9.460e-05
+2025-07-01 17:04:59,097 - INFO - Training: cls_zice: 22.661803150177; reg_zipnll: 3.5804240846633912; aux_mae_loss_1: 24.612398548126222; aux_mae_loss_2: 4.184860751628876; cnt_loss: 7.814631016254425;
+
+
+2025-07-01 17:04:59,098 - INFO - Epoch: 0068 / 1300	lr: 9.271e-05
+2025-07-01 17:05:07,591 - INFO - Training: cls_zice: 21.865372943878175; reg_zipnll: -1.873635115623474; aux_mae_loss_1: 23.291879177093506; aux_mae_loss_2: 3.8464177227020264; cnt_loss: 6.483924536705017;
+
+
+2025-07-01 17:05:07,591 - INFO - Epoch: 0069 / 1300	lr: 9.055e-05
+2025-07-01 17:05:16,120 - INFO - Training: cls_zice: 21.928098945617677; reg_zipnll: 4.604887018203735; aux_mae_loss_1: 22.636156692504883; aux_mae_loss_2: 3.6110191774368285; cnt_loss: 5.254884003400803;
+
+
+2025-07-01 17:05:16,121 - INFO - Epoch: 0070 / 1300	lr: 8.814e-05
+2025-07-01 17:05:24,570 - INFO - Training: cls_zice: 20.581207981109618; reg_zipnll: 4.689361944198608; aux_mae_loss_1: 22.080528964996336; aux_mae_loss_2: 3.6343984699249265; cnt_loss: 6.84145970582962;
+
+
+2025-07-01 17:05:24,571 - INFO - Epoch: 0071 / 1300	lr: 8.550e-05
+2025-07-01 17:05:33,272 - INFO - Training: cls_zice: 21.45760663986206; reg_zipnll: -3.050022222995758; aux_mae_loss_1: 23.22400661468506; aux_mae_loss_2: 3.710833306312561; cnt_loss: 5.758003177642823;
+
+
+2025-07-01 17:05:33,273 - INFO - Epoch: 0072 / 1300	lr: 8.265e-05
+2025-07-01 17:05:41,845 - INFO - Training: cls_zice: 19.54362953186035; reg_zipnll: 7.431727542877197; aux_mae_loss_1: 20.741584453582764; aux_mae_loss_2: 3.3140187287330627; cnt_loss: 5.574507985115051;
+
+
+2025-07-01 17:05:41,845 - INFO - Epoch: 0073 / 1300	lr: 7.960e-05
+2025-07-01 17:05:50,263 - INFO - Training: cls_zice: 22.297322311401366; reg_zipnll: 4.482271733283997; aux_mae_loss_1: 22.91352502822876; aux_mae_loss_2: 3.655110538005829; cnt_loss: 5.470918972492218;
+
+
+2025-07-01 17:05:50,264 - INFO - Epoch: 0074 / 1300	lr: 7.636e-05
+2025-07-01 17:05:58,692 - INFO - Training: cls_zice: 21.76673709869385; reg_zipnll: 7.1075786590576175; aux_mae_loss_1: 22.35396150588989; aux_mae_loss_2: 3.6234103178977968; cnt_loss: 5.947015352249146;
+
+
+2025-07-01 17:05:58,692 - INFO - Epoch: 0075 / 1300	lr: 7.297e-05
+2025-07-01 17:06:07,168 - INFO - Training: cls_zice: 19.968649482727052; reg_zipnll: 2.1244405364990233; aux_mae_loss_1: 21.22409435272217; aux_mae_loss_2: 3.3873661398887633; cnt_loss: 5.004828698635102;
+
+
+2025-07-01 17:06:07,168 - INFO - Epoch: 0076 / 1300	lr: 6.944e-05
+2025-07-01 17:06:15,841 - INFO - Training: cls_zice: 20.47677782058716; reg_zipnll: 1.5915895080566407; aux_mae_loss_1: 21.608629455566405; aux_mae_loss_2: 3.3802702140808107; cnt_loss: 5.096516838073731;
+
+
+2025-07-01 17:06:15,842 - INFO - Epoch: 0077 / 1300	lr: 6.580e-05
+2025-07-01 17:06:24,384 - INFO - Training: cls_zice: 20.288478717803955; reg_zipnll: 1.4717695713043213; aux_mae_loss_1: 21.77118835449219; aux_mae_loss_2: 3.4947812223434447; cnt_loss: 5.659537000656128;
+
+
+2025-07-01 17:06:24,384 - INFO - Epoch: 0078 / 1300	lr: 6.206e-05
+2025-07-01 17:06:32,796 - INFO - Training: cls_zice: 19.095204334259034; reg_zipnll: 3.9648816704750063; aux_mae_loss_1: 20.313654136657714; aux_mae_loss_2: 3.193765482902527; cnt_loss: 4.495601105690002;
+
+
+2025-07-01 17:06:32,797 - INFO - Epoch: 0079 / 1300	lr: 5.824e-05
+2025-07-01 17:06:41,280 - INFO - Training: cls_zice: 19.750767402648925; reg_zipnll: 1.7482419300079346; aux_mae_loss_1: 20.639766178131104; aux_mae_loss_2: 3.194585156440735; cnt_loss: 4.993662912845611;
+
+
+2025-07-01 17:06:41,281 - INFO - Epoch: 0080 / 1300	lr: 5.438e-05
+2025-07-01 17:06:49,677 - INFO - Training: cls_zice: 20.455728511810303; reg_zipnll: -0.37563998699188234; aux_mae_loss_1: 21.21306131362915; aux_mae_loss_2: 3.2933042812347413; cnt_loss: 4.70034125328064;
+
+
+2025-07-01 17:06:49,677 - INFO - Epoch: 0081 / 1300	lr: 5.050e-05
+2025-07-01 17:06:58,159 - INFO - Training: cls_zice: 20.512924575805663; reg_zipnll: -6.60060863494873; aux_mae_loss_1: 21.458935813903807; aux_mae_loss_2: 3.428108069896698; cnt_loss: 5.7477285146713255;
+
+
+2025-07-01 17:06:58,160 - INFO - Epoch: 0082 / 1300	lr: 4.662e-05
+2025-07-01 17:07:06,785 - INFO - Training: cls_zice: 20.11935935974121; reg_zipnll: -0.22780952453613282; aux_mae_loss_1: 20.69956714630127; aux_mae_loss_2: 3.220751416683197; cnt_loss: 5.085006670951843;
+
+
+2025-07-01 17:07:06,786 - INFO - Epoch: 0083 / 1300	lr: 4.276e-05
+2025-07-01 17:07:15,361 - INFO - Training: cls_zice: 19.29856273651123; reg_zipnll: 0.06864359974861145; aux_mae_loss_1: 19.9679469871521; aux_mae_loss_2: 3.130377712249756; cnt_loss: 4.735898983478546;
+
+
+2025-07-01 17:07:15,361 - INFO - Epoch: 0084 / 1300	lr: 3.894e-05
+2025-07-01 17:07:23,945 - INFO - Training: cls_zice: 20.42271053314209; reg_zipnll: -0.41272329807281494; aux_mae_loss_1: 20.758929958343504; aux_mae_loss_2: 3.256017496585846; cnt_loss: 4.614808702468872;
+
+
+2025-07-01 17:07:23,945 - INFO - Epoch: 0085 / 1300	lr: 3.520e-05
+2025-07-01 17:07:32,461 - INFO - Training: cls_zice: 19.57621416091919; reg_zipnll: -3.5113957786560057; aux_mae_loss_1: 20.422060279846193; aux_mae_loss_2: 3.154237513542175; cnt_loss: 4.015119032859802;
+
+
+2025-07-01 17:07:32,461 - INFO - Epoch: 0086 / 1300	lr: 3.156e-05
+2025-07-01 17:07:40,897 - INFO - Training: cls_zice: 19.259253749847414; reg_zipnll: 0.39633237838745117; aux_mae_loss_1: 19.68857608795166; aux_mae_loss_2: 2.9816154265403747; cnt_loss: 4.334216070175171;
+
+
+2025-07-01 17:07:40,898 - INFO - Epoch: 0087 / 1300	lr: 2.803e-05
+2025-07-01 17:07:49,442 - INFO - Training: cls_zice: 19.338538131713868; reg_zipnll: -2.2384782218933106; aux_mae_loss_1: 20.09685018539429; aux_mae_loss_2: 3.13582364320755; cnt_loss: 4.695401844978332;
+
+
+2025-07-01 17:07:49,442 - INFO - Epoch: 0088 / 1300	lr: 2.464e-05
+2025-07-01 17:07:57,843 - INFO - Training: cls_zice: 19.312092266082765; reg_zipnll: 1.7181960582733153; aux_mae_loss_1: 19.436694831848143; aux_mae_loss_2: 2.935305314064026; cnt_loss: 3.9239695191383364;
+
+
+2025-07-01 17:07:57,844 - INFO - Epoch: 0089 / 1300	lr: 2.140e-05
+2025-07-01 17:08:06,316 - INFO - Training: cls_zice: 18.700975189208986; reg_zipnll: 0.661240062713623; aux_mae_loss_1: 18.80523817062378; aux_mae_loss_2: 2.9193766808509825; cnt_loss: 4.01822158575058;
+
+
+2025-07-01 17:08:06,316 - INFO - Epoch: 0090 / 1300	lr: 1.835e-05
+2025-07-01 17:08:14,913 - INFO - Training: cls_zice: 19.11010099411011; reg_zipnll: -2.1183251190185546; aux_mae_loss_1: 19.807110681533814; aux_mae_loss_2: 3.016005220413208; cnt_loss: 4.042559409141541;
+
+
+2025-07-01 17:08:14,913 - INFO - Epoch: 0091 / 1300	lr: 1.550e-05
+2025-07-01 17:08:23,331 - INFO - Training: cls_zice: 19.4915390586853; reg_zipnll: -1.3283766603469849; aux_mae_loss_1: 19.273689527511596; aux_mae_loss_2: 2.88772447347641; cnt_loss: 3.7691112875938417;
+
+
+2025-07-01 17:08:23,331 - INFO - Epoch: 0092 / 1300	lr: 1.286e-05
+2025-07-01 17:08:31,700 - INFO - Training: cls_zice: 18.643583602905274; reg_zipnll: 0.19489317893981933; aux_mae_loss_1: 18.739332180023194; aux_mae_loss_2: 2.827739324569702; cnt_loss: 3.337627067565918;
+
+
+2025-07-01 17:08:31,701 - INFO - Epoch: 0093 / 1300	lr: 1.045e-05
+2025-07-01 17:08:40,286 - INFO - Training: cls_zice: 17.86561498641968; reg_zipnll: -1.5363688373565674; aux_mae_loss_1: 18.58083598136902; aux_mae_loss_2: 2.757067141532898; cnt_loss: 3.1184166646003724;
+
+
+2025-07-01 17:08:40,287 - INFO - Epoch: 0094 / 1300	lr: 8.294e-06
+2025-07-01 17:08:48,833 - INFO - Training: cls_zice: 19.101416568756104; reg_zipnll: -8.669838557243347; aux_mae_loss_1: 19.391529636383055; aux_mae_loss_2: 2.936582398414612; cnt_loss: 3.2145795130729677;
+
+
+2025-07-01 17:08:48,833 - INFO - Epoch: 0095 / 1300	lr: 6.395e-06
+2025-07-01 17:08:57,290 - INFO - Training: cls_zice: 19.324895153045656; reg_zipnll: -5.854388151168823; aux_mae_loss_1: 19.17374034881592; aux_mae_loss_2: 2.8087777590751646; cnt_loss: 3.1435059094429016;
+
+
+2025-07-01 17:08:57,290 - INFO - Epoch: 0096 / 1300	lr: 4.768e-06
+2025-07-01 17:09:05,738 - INFO - Training: cls_zice: 17.37507062911987; reg_zipnll: 1.575845355987549; aux_mae_loss_1: 18.003291511535643; aux_mae_loss_2: 2.7353867721557616; cnt_loss: 2.8809049916267395;
+
+
+2025-07-01 17:09:05,738 - INFO - Epoch: 0097 / 1300	lr: 3.423e-06
+2025-07-01 17:09:14,192 - INFO - Training: cls_zice: 18.17322498321533; reg_zipnll: -2.6552692794799806; aux_mae_loss_1: 18.305051498413086; aux_mae_loss_2: 2.7710495948791505; cnt_loss: 3.013749613761902;
+
+
+2025-07-01 17:09:14,193 - INFO - Epoch: 0098 / 1300	lr: 2.368e-06
+2025-07-01 17:09:22,746 - INFO - Training: cls_zice: 19.98574998855591; reg_zipnll: -9.945456385612488; aux_mae_loss_1: 19.918512439727785; aux_mae_loss_2: 2.936703608036041; cnt_loss: 3.127305279970169;
+
+
+2025-07-01 17:09:22,746 - INFO - Epoch: 0099 / 1300	lr: 1.609e-06
+2025-07-01 17:09:31,190 - INFO - Training: cls_zice: 18.59253963470459; reg_zipnll: -3.152597646713257; aux_mae_loss_1: 18.48353409767151; aux_mae_loss_2: 2.7376456117630004; cnt_loss: 3.20391521692276;
+
+
+2025-07-01 17:09:31,190 - INFO - Epoch: 0100 / 1300	lr: 1.153e-06
+2025-07-01 17:10:20,225 - INFO - Training: cls_zice: 18.369207782745363; reg_zipnll: -5.383906488418579; aux_mae_loss_1: 18.925303411483764; aux_mae_loss_2: 2.8231623435020445; cnt_loss: 2.9103428304195402;
+2025-07-01 17:10:20,690 - INFO - Evaluation:
+Curr mae: 7.4616; 	 Best mae: 7.4616; inf; inf; inf; inf;
+Curr rmse: 11.9267; 	 Best rmse: 11.9267; inf; inf; inf; inf;
+Curr nae: 0.0572; 	 Best nae: 0.0572; inf; inf; inf; inf;
+
+
+
+2025-07-01 17:10:22,050 - INFO - Epoch: 0101 / 1300	lr: 1.000e-04
+2025-07-01 17:11:10,266 - INFO - Training: cls_zice: 21.008565063476563; reg_zipnll: -2.9209970569610597; aux_mae_loss_1: 21.368604164123536; aux_mae_loss_2: 3.43990398645401; cnt_loss: 5.925262770652771;
+2025-07-01 17:11:10,737 - INFO - Evaluation:
+Curr mae: 10.7076; 	 Best mae: 7.4616; 10.7076; inf; inf; inf;
+Curr rmse: 15.0923; 	 Best rmse: 11.9267; 15.0923; inf; inf; inf;
+Curr nae: 0.0774; 	 Best nae: 0.0572; 0.0774; inf; inf; inf;
+
+
+
+2025-07-01 17:11:10,737 - INFO - Epoch: 0102 / 1300	lr: 9.996e-05
+2025-07-01 17:11:59,536 - INFO - Training: cls_zice: 21.375801467895506; reg_zipnll: 2.067294969558716; aux_mae_loss_1: 22.545449676513673; aux_mae_loss_2: 3.875283501148224; cnt_loss: 7.9887736129760745;
+2025-07-01 17:12:00,004 - INFO - Evaluation:
+Curr mae: 11.9496; 	 Best mae: 7.4616; 10.7076; 11.9496; inf; inf;
+Curr rmse: 17.8894; 	 Best rmse: 11.9267; 15.0923; 17.8894; inf; inf;
+Curr nae: 0.0856; 	 Best nae: 0.0572; 0.0774; 0.0856; inf; inf;
+
+
+
+2025-07-01 17:12:00,004 - INFO - Epoch: 0103 / 1300	lr: 9.985e-05
+2025-07-01 17:12:48,457 - INFO - Training: cls_zice: 19.695291347503662; reg_zipnll: 7.0391571950912475; aux_mae_loss_1: 20.683238677978515; aux_mae_loss_2: 3.304678316116333; cnt_loss: 5.5350603270530705;
+2025-07-01 17:12:48,922 - INFO - Evaluation:
+Curr mae: 8.3923; 	 Best mae: 7.4616; 8.3923; 10.7076; 11.9496; inf;
+Curr rmse: 13.1388; 	 Best rmse: 11.9267; 13.1388; 15.0923; 17.8894; inf;
+Curr nae: 0.0687; 	 Best nae: 0.0572; 0.0687; 0.0774; 0.0856; inf;
+
+
+
+2025-07-01 17:12:48,922 - INFO - Epoch: 0104 / 1300	lr: 9.966e-05
+2025-07-01 17:13:37,899 - INFO - Training: cls_zice: 21.989132118225097; reg_zipnll: -5.884138011932373; aux_mae_loss_1: 23.99969560623169; aux_mae_loss_2: 4.060988726615906; cnt_loss: 8.008351650238037;
+2025-07-01 17:13:38,378 - INFO - Evaluation:
+Curr mae: 8.5814; 	 Best mae: 7.4616; 8.3923; 8.5814; 10.7076; 11.9496;
+Curr rmse: 13.8204; 	 Best rmse: 11.9267; 13.1388; 13.8204; 15.0923; 17.8894;
+Curr nae: 0.0695; 	 Best nae: 0.0572; 0.0687; 0.0695; 0.0774; 0.0856;
+
+
+
+2025-07-01 17:13:38,378 - INFO - Epoch: 0105 / 1300	lr: 9.939e-05
+2025-07-01 17:14:27,426 - INFO - Training: cls_zice: 21.133210754394533; reg_zipnll: -3.7875202655792237; aux_mae_loss_1: 21.74191219329834; aux_mae_loss_2: 3.7000721216201784; cnt_loss: 7.063774909973144;
+2025-07-01 17:14:27,950 - INFO - Evaluation:
+Curr mae: 9.2124; 	 Best mae: 7.4616; 8.3923; 8.5814; 9.2124; 10.7076;
+Curr rmse: 14.5066; 	 Best rmse: 11.9267; 13.1388; 13.8204; 14.5066; 15.0923;
+Curr nae: 0.0758; 	 Best nae: 0.0572; 0.0687; 0.0695; 0.0758; 0.0774;
+
+
+
+2025-07-01 17:14:27,950 - INFO - Epoch: 0106 / 1300	lr: 9.905e-05
+2025-07-01 17:15:16,032 - INFO - Training: cls_zice: 20.112976570129394; reg_zipnll: 0.8429145431518554; aux_mae_loss_1: 20.890216274261476; aux_mae_loss_2: 3.4072055506706236; cnt_loss: 6.014113383293152;
+2025-07-01 17:15:16,642 - INFO - Evaluation:
+Curr mae: 9.6109; 	 Best mae: 7.4616; 8.3923; 8.5814; 9.2124; 9.6109;
+Curr rmse: 15.1772; 	 Best rmse: 11.9267; 13.1388; 13.8204; 14.5066; 15.0923;
+Curr nae: 0.0686; 	 Best nae: 0.0572; 0.0686; 0.0687; 0.0695; 0.0758;
+
+
+
+2025-07-01 17:15:16,642 - INFO - Epoch: 0107 / 1300	lr: 9.863e-05
+2025-07-01 17:16:04,878 - INFO - Training: cls_zice: 20.44752653121948; reg_zipnll: 0.3310964012145996; aux_mae_loss_1: 21.355699577331542; aux_mae_loss_2: 3.4485605502128602; cnt_loss: 5.67991037607193;
+2025-07-01 17:16:05,397 - INFO - Evaluation:
+Curr mae: 8.3048; 	 Best mae: 7.4616; 8.3048; 8.3923; 8.5814; 9.2124;
+Curr rmse: 13.3813; 	 Best rmse: 11.9267; 13.1388; 13.3813; 13.8204; 14.5066;
+Curr nae: 0.0645; 	 Best nae: 0.0572; 0.0645; 0.0686; 0.0687; 0.0695;
+
+
+
+2025-07-01 17:16:05,397 - INFO - Epoch: 0108 / 1300	lr: 9.814e-05
+2025-07-01 17:16:53,574 - INFO - Training: cls_zice: 19.127893199920653; reg_zipnll: 4.216571493148804; aux_mae_loss_1: 20.240600185394285; aux_mae_loss_2: 3.3265784406661987; cnt_loss: 6.19079760313034;
+2025-07-01 17:16:54,370 - INFO - Evaluation:
+Curr mae: 8.4073; 	 Best mae: 7.4616; 8.3048; 8.3923; 8.4073; 8.5814;
+Curr rmse: 14.1494; 	 Best rmse: 11.9267; 13.1388; 13.3813; 13.8204; 14.1494;
+Curr nae: 0.0648; 	 Best nae: 0.0572; 0.0645; 0.0648; 0.0686; 0.0687;
+
+
+
+2025-07-01 17:16:54,370 - INFO - Epoch: 0109 / 1300	lr: 9.758e-05
+2025-07-01 17:17:42,794 - INFO - Training: cls_zice: 20.879727783203126; reg_zipnll: -1.3693019437789917; aux_mae_loss_1: 21.027464027404786; aux_mae_loss_2: 3.3732855820655825; cnt_loss: 5.948551182746887;
+2025-07-01 17:17:42,979 - INFO - Evaluation:
+Curr mae: 9.0814; 	 Best mae: 7.4616; 8.3048; 8.3923; 8.4073; 8.5814;
+Curr rmse: 13.2899; 	 Best rmse: 11.9267; 13.1388; 13.2899; 13.3813; 13.8204;
+Curr nae: 0.0750; 	 Best nae: 0.0572; 0.0645; 0.0648; 0.0686; 0.0687;
+
+
+
+2025-07-01 17:17:42,979 - INFO - Epoch: 0110 / 1300	lr: 9.694e-05
+2025-07-01 17:18:31,144 - INFO - Training: cls_zice: 19.942460079193115; reg_zipnll: -3.3944797110557556; aux_mae_loss_1: 20.514835166931153; aux_mae_loss_2: 3.287402319908142; cnt_loss: 5.338875000476837;
+2025-07-01 17:18:31,595 - INFO - Evaluation:
+Curr mae: 8.5276; 	 Best mae: 7.4616; 8.3048; 8.3923; 8.4073; 8.5276;
+Curr rmse: 13.8864; 	 Best rmse: 11.9267; 13.1388; 13.2899; 13.3813; 13.8204;
+Curr nae: 0.0699; 	 Best nae: 0.0572; 0.0645; 0.0648; 0.0686; 0.0687;
+
+
+
+2025-07-01 17:18:31,595 - INFO - Epoch: 0111 / 1300	lr: 9.623e-05
+2025-07-01 17:19:19,944 - INFO - Training: cls_zice: 20.590074844360352; reg_zipnll: -2.9502394866943358; aux_mae_loss_1: 21.600450973510743; aux_mae_loss_2: 3.568171224594116; cnt_loss: 6.935784387588501;
+2025-07-01 17:19:19,944 - INFO - Evaluation:
+Curr mae: 9.8771; 	 Best mae: 7.4616; 8.3048; 8.3923; 8.4073; 8.5276;
+Curr rmse: 15.4166; 	 Best rmse: 11.9267; 13.1388; 13.2899; 13.3813; 13.8204;
+Curr nae: 0.0860; 	 Best nae: 0.0572; 0.0645; 0.0648; 0.0686; 0.0687;
+
+
+
+2025-07-01 17:19:19,944 - INFO - Epoch: 0112 / 1300	lr: 9.545e-05
+2025-07-01 17:20:08,247 - INFO - Training: cls_zice: 20.447927379608153; reg_zipnll: 1.74226863861084; aux_mae_loss_1: 20.767183933258057; aux_mae_loss_2: 3.4036301231384276; cnt_loss: 6.4005791735649105;
+2025-07-01 17:20:08,248 - INFO - Evaluation:
+Curr mae: 9.5279; 	 Best mae: 7.4616; 8.3048; 8.3923; 8.4073; 8.5276;
+Curr rmse: 14.6041; 	 Best rmse: 11.9267; 13.1388; 13.2899; 13.3813; 13.8204;
+Curr nae: 0.0751; 	 Best nae: 0.0572; 0.0645; 0.0648; 0.0686; 0.0687;
+
+
+
+2025-07-01 17:20:08,248 - INFO - Epoch: 0113 / 1300	lr: 9.460e-05
+2025-07-01 17:20:56,473 - INFO - Training: cls_zice: 20.294285793304443; reg_zipnll: -4.316441955566407; aux_mae_loss_1: 21.22686901092529; aux_mae_loss_2: 3.497463164329529; cnt_loss: 5.955559246540069;
+2025-07-01 17:20:57,100 - INFO - Evaluation:
+Curr mae: 8.5827; 	 Best mae: 7.4616; 8.3048; 8.3923; 8.4073; 8.5276;
+Curr rmse: 13.4033; 	 Best rmse: 11.9267; 13.1388; 13.2899; 13.3813; 13.4033;
+Curr nae: 0.0674; 	 Best nae: 0.0572; 0.0645; 0.0648; 0.0674; 0.0686;
+
+
+
+2025-07-01 17:20:57,100 - INFO - Epoch: 0114 / 1300	lr: 9.369e-05
+2025-07-01 17:21:45,161 - INFO - Training: cls_zice: 20.02592185974121; reg_zipnll: -2.804817628860474; aux_mae_loss_1: 19.98446994781494; aux_mae_loss_2: 3.2568499493598937; cnt_loss: 5.761265263557434;
+2025-07-01 17:21:45,695 - INFO - Evaluation:
+Curr mae: 7.9908; 	 Best mae: 7.4616; 7.9908; 8.3048; 8.3923; 8.4073;
+Curr rmse: 11.9142; 	 Best rmse: 11.9142; 11.9267; 13.1388; 13.2899; 13.3813;
+Curr nae: 0.0660; 	 Best nae: 0.0572; 0.0645; 0.0648; 0.0660; 0.0674;
+
+
+
+2025-07-01 17:21:45,695 - INFO - Epoch: 0115 / 1300	lr: 9.271e-05
+2025-07-01 17:22:33,208 - INFO - Training: cls_zice: 17.880993423461913; reg_zipnll: 1.4503283047676085; aux_mae_loss_1: 18.408625507354735; aux_mae_loss_2: 2.978785049915314; cnt_loss: 5.399503288269043;
+2025-07-01 17:22:34,498 - INFO - Evaluation:
+Curr mae: 7.9953; 	 Best mae: 7.4616; 7.9908; 7.9953; 8.3048; 8.3923;
+Curr rmse: 12.4675; 	 Best rmse: 11.9142; 11.9267; 12.4675; 13.1388; 13.2899;
+Curr nae: 0.0666; 	 Best nae: 0.0572; 0.0645; 0.0648; 0.0660; 0.0666;
+
+
+
+2025-07-01 17:22:34,499 - INFO - Epoch: 0116 / 1300	lr: 9.166e-05
+2025-07-01 17:23:21,278 - INFO - Training: cls_zice: 17.544635648727418; reg_zipnll: 0.7728714752197265; aux_mae_loss_1: 18.838560237884522; aux_mae_loss_2: 3.0201173710823057; cnt_loss: 4.688591403961182;
+2025-07-01 17:23:21,797 - INFO - Evaluation:
+Curr mae: 7.7082; 	 Best mae: 7.4616; 7.7082; 7.9908; 7.9953; 8.3048;
+Curr rmse: 12.0399; 	 Best rmse: 11.9142; 11.9267; 12.0399; 12.4675; 13.1388;
+Curr nae: 0.0622; 	 Best nae: 0.0572; 0.0622; 0.0645; 0.0648; 0.0660;
+
+
+
+2025-07-01 17:23:21,797 - INFO - Epoch: 0117 / 1300	lr: 9.055e-05
+2025-07-01 17:24:08,522 - INFO - Training: cls_zice: 18.608351974487306; reg_zipnll: -0.5174900722503663; aux_mae_loss_1: 19.17601619720459; aux_mae_loss_2: 3.103683853149414; cnt_loss: 5.457224421501159;
+2025-07-01 17:24:09,165 - INFO - Evaluation:
+Curr mae: 7.5946; 	 Best mae: 7.4616; 7.5946; 7.7082; 7.9908; 7.9953;
+Curr rmse: 12.0235; 	 Best rmse: 11.9142; 11.9267; 12.0235; 12.0399; 12.4675;
+Curr nae: 0.0611; 	 Best nae: 0.0572; 0.0611; 0.0622; 0.0645; 0.0648;
+
+
+
+2025-07-01 17:24:09,166 - INFO - Epoch: 0118 / 1300	lr: 8.937e-05
+2025-07-01 17:24:55,580 - INFO - Training: cls_zice: 18.945501708984374; reg_zipnll: 3.307766466140747; aux_mae_loss_1: 19.07962413787842; aux_mae_loss_2: 3.184719979763031; cnt_loss: 7.086055357456207;
+2025-07-01 17:24:55,581 - INFO - Evaluation:
+Curr mae: 8.1864; 	 Best mae: 7.4616; 7.5946; 7.7082; 7.9908; 7.9953;
+Curr rmse: 12.8258; 	 Best rmse: 11.9142; 11.9267; 12.0235; 12.0399; 12.4675;
+Curr nae: 0.0695; 	 Best nae: 0.0572; 0.0611; 0.0622; 0.0645; 0.0648;
+
+
+
+2025-07-01 17:24:55,581 - INFO - Epoch: 0119 / 1300	lr: 8.814e-05
+2025-07-01 17:25:42,148 - INFO - Training: cls_zice: 19.41904993057251; reg_zipnll: -6.845243215560913; aux_mae_loss_1: 20.05464862823486; aux_mae_loss_2: 3.2270154261589052; cnt_loss: 5.092961328029633;
+2025-07-01 17:25:42,148 - INFO - Evaluation:
+Curr mae: 8.2862; 	 Best mae: 7.4616; 7.5946; 7.7082; 7.9908; 7.9953;
+Curr rmse: 13.4231; 	 Best rmse: 11.9142; 11.9267; 12.0235; 12.0399; 12.4675;
+Curr nae: 0.0656; 	 Best nae: 0.0572; 0.0611; 0.0622; 0.0645; 0.0648;
+
+
+
+2025-07-01 17:25:42,149 - INFO - Epoch: 0120 / 1300	lr: 8.685e-05
+2025-07-01 17:26:28,549 - INFO - Training: cls_zice: 16.8520809173584; reg_zipnll: -1.9582205629348755; aux_mae_loss_1: 18.249935760498047; aux_mae_loss_2: 2.959777271747589; cnt_loss: 5.0994467091560365;
+2025-07-01 17:26:28,549 - INFO - Evaluation:
+Curr mae: 8.1044; 	 Best mae: 7.4616; 7.5946; 7.7082; 7.9908; 7.9953;
+Curr rmse: 13.2206; 	 Best rmse: 11.9142; 11.9267; 12.0235; 12.0399; 12.4675;
+Curr nae: 0.0666; 	 Best nae: 0.0572; 0.0611; 0.0622; 0.0645; 0.0648;
+
+
+
+2025-07-01 17:26:28,550 - INFO - Epoch: 0121 / 1300	lr: 8.550e-05
+2025-07-01 17:27:15,488 - INFO - Training: cls_zice: 18.580810985565186; reg_zipnll: 2.659543056488037; aux_mae_loss_1: 18.564124546051026; aux_mae_loss_2: 2.910707426071167; cnt_loss: 4.56538521528244;
+2025-07-01 17:27:15,488 - INFO - Evaluation:
+Curr mae: 9.1969; 	 Best mae: 7.4616; 7.5946; 7.7082; 7.9908; 7.9953;
+Curr rmse: 15.1968; 	 Best rmse: 11.9142; 11.9267; 12.0235; 12.0399; 12.4675;
+Curr nae: 0.0714; 	 Best nae: 0.0572; 0.0611; 0.0622; 0.0645; 0.0648;
+
+
+
+2025-07-01 17:27:15,488 - INFO - Epoch: 0122 / 1300	lr: 8.410e-05
+2025-07-01 17:28:02,218 - INFO - Training: cls_zice: 18.321664667129518; reg_zipnll: -3.8706950902938844; aux_mae_loss_1: 19.297434883117674; aux_mae_loss_2: 3.159349594116211; cnt_loss: 5.206932926177979;
+2025-07-01 17:28:02,219 - INFO - Evaluation:
+Curr mae: 8.8107; 	 Best mae: 7.4616; 7.5946; 7.7082; 7.9908; 7.9953;
+Curr rmse: 14.1490; 	 Best rmse: 11.9142; 11.9267; 12.0235; 12.0399; 12.4675;
+Curr nae: 0.0712; 	 Best nae: 0.0572; 0.0611; 0.0622; 0.0645; 0.0648;
+
+
+
+2025-07-01 17:28:02,219 - INFO - Epoch: 0123 / 1300	lr: 8.265e-05
+2025-07-01 17:28:48,986 - INFO - Training: cls_zice: 18.409637031555175; reg_zipnll: -4.903430299758911; aux_mae_loss_1: 18.962068424224853; aux_mae_loss_2: 3.028127281665802; cnt_loss: 5.793460764884949;
+2025-07-01 17:28:49,495 - INFO - Evaluation:
+Curr mae: 7.6782; 	 Best mae: 7.4616; 7.5946; 7.6782; 7.7082; 7.9908;
+Curr rmse: 11.9456; 	 Best rmse: 11.9142; 11.9267; 11.9456; 12.0235; 12.0399;
+Curr nae: 0.0608; 	 Best nae: 0.0572; 0.0608; 0.0611; 0.0622; 0.0645;
+
+
+
+2025-07-01 17:28:49,495 - INFO - Epoch: 0124 / 1300	lr: 8.115e-05
+2025-07-01 17:29:36,028 - INFO - Training: cls_zice: 17.46116358757019; reg_zipnll: 1.7477270317077638; aux_mae_loss_1: 17.349669952392578; aux_mae_loss_2: 2.713416438102722; cnt_loss: 4.706412999629975;
+2025-07-01 17:29:37,015 - INFO - Evaluation:
+Curr mae: 8.1661; 	 Best mae: 7.4616; 7.5946; 7.6782; 7.7082; 7.9908;
+Curr rmse: 13.2456; 	 Best rmse: 11.9142; 11.9267; 11.9456; 12.0235; 12.0399;
+Curr nae: 0.0634; 	 Best nae: 0.0572; 0.0608; 0.0611; 0.0622; 0.0634;
+
+
+
+2025-07-01 17:29:37,016 - INFO - Epoch: 0125 / 1300	lr: 7.960e-05
+2025-07-01 17:30:23,758 - INFO - Training: cls_zice: 17.309345026016235; reg_zipnll: 0.8516944837570191; aux_mae_loss_1: 17.59019557952881; aux_mae_loss_2: 2.9071211886405943; cnt_loss: 4.839079005718231;
+2025-07-01 17:30:25,103 - INFO - Evaluation:
+Curr mae: 7.2274; 	 Best mae: 7.2274; 7.4616; 7.5946; 7.6782; 7.7082;
+Curr rmse: 11.4846; 	 Best rmse: 11.4846; 11.9142; 11.9267; 11.9456; 12.0235;
+Curr nae: 0.0624; 	 Best nae: 0.0572; 0.0608; 0.0611; 0.0622; 0.0624;
+
+
+
+2025-07-01 17:30:25,104 - INFO - Epoch: 0126 / 1300	lr: 7.800e-05
+2025-07-01 17:31:11,739 - INFO - Training: cls_zice: 17.848063316345215; reg_zipnll: -1.0274910640716552; aux_mae_loss_1: 18.33606622695923; aux_mae_loss_2: 2.9149070525169374; cnt_loss: 4.7193949818611145;
+2025-07-01 17:31:11,740 - INFO - Evaluation:
+Curr mae: 7.8755; 	 Best mae: 7.2274; 7.4616; 7.5946; 7.6782; 7.7082;
+Curr rmse: 12.7340; 	 Best rmse: 11.4846; 11.9142; 11.9267; 11.9456; 12.0235;
+Curr nae: 0.0645; 	 Best nae: 0.0572; 0.0608; 0.0611; 0.0622; 0.0624;
+
+
+
+2025-07-01 17:31:11,740 - INFO - Epoch: 0127 / 1300	lr: 7.636e-05
+2025-07-01 17:31:58,393 - INFO - Training: cls_zice: 18.009936618804932; reg_zipnll: -6.5521611404418945; aux_mae_loss_1: 18.286115455627442; aux_mae_loss_2: 2.9690823912620545; cnt_loss: 4.750525949001312;
+2025-07-01 17:31:58,394 - INFO - Evaluation:
+Curr mae: 8.4880; 	 Best mae: 7.2274; 7.4616; 7.5946; 7.6782; 7.7082;
+Curr rmse: 13.5724; 	 Best rmse: 11.4846; 11.9142; 11.9267; 11.9456; 12.0235;
+Curr nae: 0.0666; 	 Best nae: 0.0572; 0.0608; 0.0611; 0.0622; 0.0624;
+
+
+
+2025-07-01 17:31:58,394 - INFO - Epoch: 0128 / 1300	lr: 7.469e-05
+2025-07-01 17:32:45,280 - INFO - Training: cls_zice: 18.08035342216492; reg_zipnll: -2.7760799407958983; aux_mae_loss_1: 18.029030895233156; aux_mae_loss_2: 2.897114722728729; cnt_loss: 4.4849902081489565;
+2025-07-01 17:32:45,280 - INFO - Evaluation:
+Curr mae: 8.4267; 	 Best mae: 7.2274; 7.4616; 7.5946; 7.6782; 7.7082;
+Curr rmse: 14.0761; 	 Best rmse: 11.4846; 11.9142; 11.9267; 11.9456; 12.0235;
+Curr nae: 0.0664; 	 Best nae: 0.0572; 0.0608; 0.0611; 0.0622; 0.0624;
+
+
+
+2025-07-01 17:32:45,280 - INFO - Epoch: 0129 / 1300	lr: 7.297e-05
+2025-07-01 17:33:31,592 - INFO - Training: cls_zice: 17.666536779403685; reg_zipnll: -3.697694149017334; aux_mae_loss_1: 18.20606870651245; aux_mae_loss_2: 2.8650541877746583; cnt_loss: 5.20531133890152;
+2025-07-01 17:33:32,111 - INFO - Evaluation:
+Curr mae: 7.4724; 	 Best mae: 7.2274; 7.4616; 7.4724; 7.5946; 7.6782;
+Curr rmse: 11.8009; 	 Best rmse: 11.4846; 11.8009; 11.9142; 11.9267; 11.9456;
+Curr nae: 0.0606; 	 Best nae: 0.0572; 0.0606; 0.0608; 0.0611; 0.0622;
+
+
+
+2025-07-01 17:33:32,111 - INFO - Epoch: 0130 / 1300	lr: 7.122e-05
+2025-07-01 17:34:18,442 - INFO - Training: cls_zice: 18.089925556182862; reg_zipnll: -3.201411428451538; aux_mae_loss_1: 17.82926290512085; aux_mae_loss_2: 2.769192442893982; cnt_loss: 4.270049879550934;
+2025-07-01 17:34:18,961 - INFO - Evaluation:
+Curr mae: 7.5046; 	 Best mae: 7.2274; 7.4616; 7.4724; 7.5046; 7.5946;
+Curr rmse: 11.5103; 	 Best rmse: 11.4846; 11.5103; 11.8009; 11.9142; 11.9267;
+Curr nae: 0.0601; 	 Best nae: 0.0572; 0.0601; 0.0606; 0.0608; 0.0611;
+
+
+
+2025-07-01 17:34:18,962 - INFO - Epoch: 0131 / 1300	lr: 6.944e-05
+2025-07-01 17:35:05,677 - INFO - Training: cls_zice: 17.93887878417969; reg_zipnll: -3.322517781257629; aux_mae_loss_1: 18.122895727157594; aux_mae_loss_2: 2.8409968543052675; cnt_loss: 4.350559921264648;
+2025-07-01 17:35:06,034 - INFO - Evaluation:
+Curr mae: 7.3468; 	 Best mae: 7.2274; 7.3468; 7.4616; 7.4724; 7.5046;
+Curr rmse: 13.0965; 	 Best rmse: 11.4846; 11.5103; 11.8009; 11.9142; 11.9267;
+Curr nae: 0.0569; 	 Best nae: 0.0569; 0.0572; 0.0601; 0.0606; 0.0608;
+
+
+
+2025-07-01 17:35:06,034 - INFO - Epoch: 0132 / 1300	lr: 6.763e-05
+2025-07-01 17:35:52,723 - INFO - Training: cls_zice: 17.316718959808348; reg_zipnll: -0.49605306625366213; aux_mae_loss_1: 17.030969734191896; aux_mae_loss_2: 2.67603266954422; cnt_loss: 4.450984877347946;
+2025-07-01 17:35:52,723 - INFO - Evaluation:
+Curr mae: 7.7338; 	 Best mae: 7.2274; 7.3468; 7.4616; 7.4724; 7.5046;
+Curr rmse: 12.1952; 	 Best rmse: 11.4846; 11.5103; 11.8009; 11.9142; 11.9267;
+Curr nae: 0.0646; 	 Best nae: 0.0569; 0.0572; 0.0601; 0.0606; 0.0608;
+
+
+
+2025-07-01 17:35:52,723 - INFO - Epoch: 0133 / 1300	lr: 6.580e-05
+2025-07-01 17:36:39,296 - INFO - Training: cls_zice: 17.514604740142822; reg_zipnll: -8.045740442276001; aux_mae_loss_1: 17.613830881118773; aux_mae_loss_2: 2.787801480293274; cnt_loss: 4.5784546399116515;
+2025-07-01 17:36:39,468 - INFO - Evaluation:
+Curr mae: 7.7222; 	 Best mae: 7.2274; 7.3468; 7.4616; 7.4724; 7.5046;
+Curr rmse: 12.4061; 	 Best rmse: 11.4846; 11.5103; 11.8009; 11.9142; 11.9267;
+Curr nae: 0.0605; 	 Best nae: 0.0569; 0.0572; 0.0601; 0.0605; 0.0606;
+
+
+
+2025-07-01 17:36:39,468 - INFO - Epoch: 0134 / 1300	lr: 6.394e-05
+2025-07-01 17:37:26,217 - INFO - Training: cls_zice: 16.265822715759278; reg_zipnll: -1.1645593070983886; aux_mae_loss_1: 16.490591201782227; aux_mae_loss_2: 2.5177755665779116; cnt_loss: 4.141537723541259;
+2025-07-01 17:37:26,562 - INFO - Evaluation:
+Curr mae: 7.0920; 	 Best mae: 7.0920; 7.2274; 7.3468; 7.4616; 7.4724;
+Curr rmse: 10.6521; 	 Best rmse: 10.6521; 11.4846; 11.5103; 11.8009; 11.9142;
+Curr nae: 0.0608; 	 Best nae: 0.0569; 0.0572; 0.0601; 0.0605; 0.0606;
+
+
+
+2025-07-01 17:37:26,562 - INFO - Epoch: 0135 / 1300	lr: 6.206e-05
+2025-07-01 17:38:12,855 - INFO - Training: cls_zice: 16.00654447555542; reg_zipnll: -2.98324462890625; aux_mae_loss_1: 16.378791408538817; aux_mae_loss_2: 2.5735463452339173; cnt_loss: 3.7750570142269133;
+2025-07-01 17:38:12,856 - INFO - Evaluation:
+Curr mae: 8.2501; 	 Best mae: 7.0920; 7.2274; 7.3468; 7.4616; 7.4724;
+Curr rmse: 13.2813; 	 Best rmse: 10.6521; 11.4846; 11.5103; 11.8009; 11.9142;
+Curr nae: 0.0676; 	 Best nae: 0.0569; 0.0572; 0.0601; 0.0605; 0.0606;
+
+
+
+2025-07-01 17:38:12,856 - INFO - Epoch: 0136 / 1300	lr: 6.016e-05
+2025-07-01 17:38:59,273 - INFO - Training: cls_zice: 16.49373550415039; reg_zipnll: -4.3075969028472905; aux_mae_loss_1: 16.8300865650177; aux_mae_loss_2: 2.637753436565399; cnt_loss: 4.010355324745178;
+2025-07-01 17:38:59,447 - INFO - Evaluation:
+Curr mae: 7.5144; 	 Best mae: 7.0920; 7.2274; 7.3468; 7.4616; 7.4724;
+Curr rmse: 12.1891; 	 Best rmse: 10.6521; 11.4846; 11.5103; 11.8009; 11.9142;
+Curr nae: 0.0581; 	 Best nae: 0.0569; 0.0572; 0.0581; 0.0601; 0.0605;
+
+
+
+2025-07-01 17:38:59,447 - INFO - Epoch: 0137 / 1300	lr: 5.824e-05
+2025-07-01 17:39:45,953 - INFO - Training: cls_zice: 17.64295256614685; reg_zipnll: -4.052000675201416; aux_mae_loss_1: 17.22839252471924; aux_mae_loss_2: 2.6699243140220643; cnt_loss: 4.219065783023834;
+2025-07-01 17:39:45,953 - INFO - Evaluation:
+Curr mae: 7.8889; 	 Best mae: 7.0920; 7.2274; 7.3468; 7.4616; 7.4724;
+Curr rmse: 12.6099; 	 Best rmse: 10.6521; 11.4846; 11.5103; 11.8009; 11.9142;
+Curr nae: 0.0617; 	 Best nae: 0.0569; 0.0572; 0.0581; 0.0601; 0.0605;
+
+
+
+2025-07-01 17:39:45,954 - INFO - Epoch: 0138 / 1300	lr: 5.632e-05
+2025-07-01 17:40:32,777 - INFO - Training: cls_zice: 16.311583013534545; reg_zipnll: -4.894928574562073; aux_mae_loss_1: 16.882912979125976; aux_mae_loss_2: 2.611796491146088; cnt_loss: 3.53480762720108;
+2025-07-01 17:40:33,125 - INFO - Evaluation:
+Curr mae: 7.2828; 	 Best mae: 7.0920; 7.2274; 7.2828; 7.3468; 7.4616;
+Curr rmse: 11.6758; 	 Best rmse: 10.6521; 11.4846; 11.5103; 11.6758; 11.8009;
+Curr nae: 0.0619; 	 Best nae: 0.0569; 0.0572; 0.0581; 0.0601; 0.0605;
+
+
+
+2025-07-01 17:40:33,125 - INFO - Epoch: 0139 / 1300	lr: 5.438e-05
+2025-07-01 17:41:19,491 - INFO - Training: cls_zice: 17.065366983413696; reg_zipnll: -7.302120008468628; aux_mae_loss_1: 17.22823784828186; aux_mae_loss_2: 2.705920910835266; cnt_loss: 4.36424843788147;
+2025-07-01 17:41:19,832 - INFO - Evaluation:
+Curr mae: 7.1512; 	 Best mae: 7.0920; 7.1512; 7.2274; 7.2828; 7.3468;
+Curr rmse: 12.0889; 	 Best rmse: 10.6521; 11.4846; 11.5103; 11.6758; 11.8009;
+Curr nae: 0.0569; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0581; 0.0601;
+
+
+
+2025-07-01 17:41:19,832 - INFO - Epoch: 0140 / 1300	lr: 5.244e-05
+2025-07-01 17:42:06,650 - INFO - Training: cls_zice: 16.2031902217865; reg_zipnll: -1.4152717065811158; aux_mae_loss_1: 16.162647399902344; aux_mae_loss_2: 2.5091864371299746; cnt_loss: 3.6502477717399597;
+2025-07-01 17:42:07,593 - INFO - Evaluation:
+Curr mae: 7.5552; 	 Best mae: 7.0920; 7.1512; 7.2274; 7.2828; 7.3468;
+Curr rmse: 11.8414; 	 Best rmse: 10.6521; 11.4846; 11.5103; 11.6758; 11.8009;
+Curr nae: 0.0587; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0581; 0.0587;
+
+
+
+2025-07-01 17:42:07,593 - INFO - Epoch: 0141 / 1300	lr: 5.050e-05
+2025-07-01 17:42:54,013 - INFO - Training: cls_zice: 16.19518165588379; reg_zipnll: -5.501199207305908; aux_mae_loss_1: 16.23165943145752; aux_mae_loss_2: 2.5331376934051515; cnt_loss: 3.784036021232605;
+2025-07-01 17:42:55,408 - INFO - Evaluation:
+Curr mae: 7.1099; 	 Best mae: 7.0920; 7.1099; 7.1512; 7.2274; 7.2828;
+Curr rmse: 11.1014; 	 Best rmse: 10.6521; 11.1014; 11.4846; 11.5103; 11.6758;
+Curr nae: 0.0581; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0581; 0.0581;
+
+
+
+2025-07-01 17:42:55,408 - INFO - Epoch: 0142 / 1300	lr: 4.856e-05
+2025-07-01 17:43:42,549 - INFO - Training: cls_zice: 16.990310935974122; reg_zipnll: -4.515451784133911; aux_mae_loss_1: 16.35782253265381; aux_mae_loss_2: 2.496227195262909; cnt_loss: 3.8697313022613526;
+2025-07-01 17:43:43,716 - INFO - Evaluation:
+Curr mae: 7.1679; 	 Best mae: 7.0920; 7.1099; 7.1512; 7.1679; 7.2274;
+Curr rmse: 11.5505; 	 Best rmse: 10.6521; 11.1014; 11.4846; 11.5103; 11.5505;
+Curr nae: 0.0572; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0572; 0.0581;
+
+
+
+2025-07-01 17:43:43,716 - INFO - Epoch: 0143 / 1300	lr: 4.662e-05
+2025-07-01 17:44:30,254 - INFO - Training: cls_zice: 16.218216886520384; reg_zipnll: -5.776876611709595; aux_mae_loss_1: 16.07026924133301; aux_mae_loss_2: 2.5024155616760253; cnt_loss: 3.569937936067581;
+2025-07-01 17:44:30,255 - INFO - Evaluation:
+Curr mae: 7.9247; 	 Best mae: 7.0920; 7.1099; 7.1512; 7.1679; 7.2274;
+Curr rmse: 12.0779; 	 Best rmse: 10.6521; 11.1014; 11.4846; 11.5103; 11.5505;
+Curr nae: 0.0598; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0572; 0.0581;
+
+
+
+2025-07-01 17:44:30,255 - INFO - Epoch: 0144 / 1300	lr: 4.468e-05
+2025-07-01 17:45:17,196 - INFO - Training: cls_zice: 15.622879304885863; reg_zipnll: -3.953512830734253; aux_mae_loss_1: 15.433564548492432; aux_mae_loss_2: 2.3629984819889067; cnt_loss: 3.2965077328681947;
+2025-07-01 17:45:19,272 - INFO - Evaluation:
+Curr mae: 7.2196; 	 Best mae: 7.0920; 7.1099; 7.1512; 7.1679; 7.2196;
+Curr rmse: 11.5694; 	 Best rmse: 10.6521; 11.1014; 11.4846; 11.5103; 11.5505;
+Curr nae: 0.0579; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0572; 0.0579;
+
+
+
+2025-07-01 17:45:19,272 - INFO - Epoch: 0145 / 1300	lr: 4.276e-05
+2025-07-01 17:46:05,492 - INFO - Training: cls_zice: 15.619974184036256; reg_zipnll: -4.659047975540161; aux_mae_loss_1: 15.669305276870727; aux_mae_loss_2: 2.4755386567115782; cnt_loss: 3.5054802095890043;
+2025-07-01 17:46:05,492 - INFO - Evaluation:
+Curr mae: 7.4834; 	 Best mae: 7.0920; 7.1099; 7.1512; 7.1679; 7.2196;
+Curr rmse: 11.5508; 	 Best rmse: 10.6521; 11.1014; 11.4846; 11.5103; 11.5505;
+Curr nae: 0.0593; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0572; 0.0579;
+
+
+
+2025-07-01 17:46:05,493 - INFO - Epoch: 0146 / 1300	lr: 4.084e-05
+2025-07-01 17:46:51,987 - INFO - Training: cls_zice: 15.489968643188476; reg_zipnll: -3.72968270778656; aux_mae_loss_1: 15.290432176589967; aux_mae_loss_2: 2.2861153542995454; cnt_loss: 3.2497431588172914;
+2025-07-01 17:46:53,079 - INFO - Evaluation:
+Curr mae: 7.2189; 	 Best mae: 7.0920; 7.1099; 7.1512; 7.1679; 7.2189;
+Curr rmse: 11.3787; 	 Best rmse: 10.6521; 11.1014; 11.3787; 11.4846; 11.5103;
+Curr nae: 0.0595; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0572; 0.0579;
+
+
+
+2025-07-01 17:46:53,079 - INFO - Epoch: 0147 / 1300	lr: 3.894e-05
+2025-07-01 17:47:39,671 - INFO - Training: cls_zice: 15.293890733718872; reg_zipnll: 0.292420015335083; aux_mae_loss_1: 14.987559642791748; aux_mae_loss_2: 2.2505927121639253; cnt_loss: 3.091536419391632;
+2025-07-01 17:47:40,764 - INFO - Evaluation:
+Curr mae: 7.1001; 	 Best mae: 7.0920; 7.1001; 7.1099; 7.1512; 7.1679;
+Curr rmse: 11.6257; 	 Best rmse: 10.6521; 11.1014; 11.3787; 11.4846; 11.5103;
+Curr nae: 0.0574; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0572; 0.0574;
+
+
+
+2025-07-01 17:47:40,764 - INFO - Epoch: 0148 / 1300	lr: 3.706e-05
+2025-07-01 17:48:27,576 - INFO - Training: cls_zice: 15.196725378036499; reg_zipnll: -1.3796255922317504; aux_mae_loss_1: 14.684607238769532; aux_mae_loss_2: 2.226612904071808; cnt_loss: 3.1549586343765257;
+2025-07-01 17:48:27,747 - INFO - Evaluation:
+Curr mae: 7.5270; 	 Best mae: 7.0920; 7.1001; 7.1099; 7.1512; 7.1679;
+Curr rmse: 11.3235; 	 Best rmse: 10.6521; 11.1014; 11.3235; 11.3787; 11.4846;
+Curr nae: 0.0609; 	 Best nae: 0.0569; 0.0569; 0.0572; 0.0572; 0.0574;
+
+
+
+2025-07-01 17:48:27,747 - INFO - Epoch: 0149 / 1300	lr: 3.520e-05
+2025-07-01 17:49:14,105 - INFO - Training: cls_zice: 14.867080125808716; reg_zipnll: -2.1458694410324095; aux_mae_loss_1: 15.116268491744995; aux_mae_loss_2: 2.343074835538864; cnt_loss: 3.6431996607780457;
+2025-07-01 17:49:14,629 - INFO - Evaluation:
+Curr mae: 6.8689; 	 Best mae: 6.8689; 7.0920; 7.1001; 7.1099; 7.1512;
+Curr rmse: 10.4529; 	 Best rmse: 10.4529; 10.6521; 11.1014; 11.3235; 11.3787;
+Curr nae: 0.0570; 	 Best nae: 0.0569; 0.0569; 0.0570; 0.0572; 0.0572;
+
+
+
+2025-07-01 17:49:14,629 - INFO - Epoch: 0150 / 1300	lr: 3.337e-05
+2025-07-01 17:50:01,392 - INFO - Training: cls_zice: 14.816725473403931; reg_zipnll: -2.9162620592117308; aux_mae_loss_1: 14.655250253677368; aux_mae_loss_2: 2.268601562976837; cnt_loss: 3.227639870643616;
+2025-07-01 17:50:01,564 - INFO - Evaluation:
+Curr mae: 7.3086; 	 Best mae: 6.8689; 7.0920; 7.1001; 7.1099; 7.1512;
+Curr rmse: 12.2520; 	 Best rmse: 10.4529; 10.6521; 11.1014; 11.3235; 11.3787;
+Curr nae: 0.0559; 	 Best nae: 0.0559; 0.0569; 0.0569; 0.0570; 0.0572;
+
+
+
+2025-07-01 17:50:05,104 - INFO - Epoch: 0151 / 1300	lr: 3.156e-05
+2025-07-01 17:50:51,487 - INFO - Training: cls_zice: 15.222771015167236; reg_zipnll: -4.433488297462463; aux_mae_loss_1: 15.025075311660766; aux_mae_loss_2: 2.346918306350708; cnt_loss: 3.1260428583621978;
+2025-07-01 17:50:51,671 - INFO - Evaluation:
+Curr mae: 7.2074; 	 Best mae: 6.8689; 7.0920; 7.1001; 7.1099; 7.1512;
+Curr rmse: 11.4945; 	 Best rmse: 10.4529; 10.6521; 11.1014; 11.3235; 11.3787;
+Curr nae: 0.0551; 	 Best nae: 0.0551; 0.0559; 0.0569; 0.0569; 0.0570;
+
+
+
+2025-07-01 17:50:51,671 - INFO - Epoch: 0152 / 1300	lr: 2.978e-05
+2025-07-01 17:51:38,413 - INFO - Training: cls_zice: 15.343888387680053; reg_zipnll: -3.2234196120500567; aux_mae_loss_1: 14.917852544784546; aux_mae_loss_2: 2.2397653365135195; cnt_loss: 2.8796717500686646;
+2025-07-01 17:51:38,753 - INFO - Evaluation:
+Curr mae: 7.1064; 	 Best mae: 6.8689; 7.0920; 7.1001; 7.1064; 7.1099;
+Curr rmse: 10.9273; 	 Best rmse: 10.4529; 10.6521; 10.9273; 11.1014; 11.3235;
+Curr nae: 0.0571; 	 Best nae: 0.0551; 0.0559; 0.0569; 0.0569; 0.0570;
+
+
+
+2025-07-01 17:51:38,753 - INFO - Epoch: 0153 / 1300	lr: 2.803e-05
+2025-07-01 17:52:25,187 - INFO - Training: cls_zice: 15.938836402893067; reg_zipnll: -6.193481397628784; aux_mae_loss_1: 15.421867866516113; aux_mae_loss_2: 2.3291145300865175; cnt_loss: 2.9446241283416748;
+2025-07-01 17:52:26,532 - INFO - Evaluation:
+Curr mae: 6.8503; 	 Best mae: 6.8503; 6.8689; 7.0920; 7.1001; 7.1064;
+Curr rmse: 11.1185; 	 Best rmse: 10.4529; 10.6521; 10.9273; 11.1014; 11.1185;
+Curr nae: 0.0545; 	 Best nae: 0.0545; 0.0551; 0.0559; 0.0569; 0.0569;
+
+
+
+2025-07-01 17:52:26,532 - INFO - Epoch: 0154 / 1300	lr: 2.631e-05
+2025-07-01 17:53:12,948 - INFO - Training: cls_zice: 14.70497833251953; reg_zipnll: -9.912182092666626; aux_mae_loss_1: 15.017370014190673; aux_mae_loss_2: 2.3623518466949465; cnt_loss: 3.152649607658386;
+2025-07-01 17:53:13,290 - INFO - Evaluation:
+Curr mae: 7.0822; 	 Best mae: 6.8503; 6.8689; 7.0822; 7.0920; 7.1001;
+Curr rmse: 11.5590; 	 Best rmse: 10.4529; 10.6521; 10.9273; 11.1014; 11.1185;
+Curr nae: 0.0552; 	 Best nae: 0.0545; 0.0551; 0.0552; 0.0559; 0.0569;
+
+
+
+2025-07-01 17:53:13,290 - INFO - Epoch: 0155 / 1300	lr: 2.464e-05
+2025-07-01 17:53:59,880 - INFO - Training: cls_zice: 14.16552801132202; reg_zipnll: 3.7916761517524717; aux_mae_loss_1: 13.288506851196288; aux_mae_loss_2: 1.9668221247196198; cnt_loss: 2.3377233868837357;
+2025-07-01 17:54:00,388 - INFO - Evaluation:
+Curr mae: 6.9881; 	 Best mae: 6.8503; 6.8689; 6.9881; 7.0822; 7.0920;
+Curr rmse: 11.0924; 	 Best rmse: 10.4529; 10.6521; 10.9273; 11.0924; 11.1014;
+Curr nae: 0.0553; 	 Best nae: 0.0545; 0.0551; 0.0552; 0.0553; 0.0559;
+
+
+
+2025-07-01 17:54:00,389 - INFO - Epoch: 0156 / 1300	lr: 2.300e-05
+2025-07-01 17:54:47,083 - INFO - Training: cls_zice: 15.439569654464721; reg_zipnll: -9.099438080787658; aux_mae_loss_1: 14.815356884002686; aux_mae_loss_2: 2.1936682748794554; cnt_loss: 2.679354590177536;
+2025-07-01 17:54:47,611 - INFO - Evaluation:
+Curr mae: 6.9056; 	 Best mae: 6.8503; 6.8689; 6.9056; 6.9881; 7.0822;
+Curr rmse: 10.8610; 	 Best rmse: 10.4529; 10.6521; 10.8610; 10.9273; 11.0924;
+Curr nae: 0.0549; 	 Best nae: 0.0545; 0.0549; 0.0551; 0.0552; 0.0553;
+
+
+
+2025-07-01 17:54:47,612 - INFO - Epoch: 0157 / 1300	lr: 2.140e-05
+2025-07-01 17:55:34,080 - INFO - Training: cls_zice: 14.837282752990722; reg_zipnll: -6.350083861351013; aux_mae_loss_1: 14.647810277938843; aux_mae_loss_2: 2.197253749370575; cnt_loss: 2.9331730127334597;
+2025-07-01 17:55:34,596 - INFO - Evaluation:
+Curr mae: 6.6892; 	 Best mae: 6.6892; 6.8503; 6.8689; 6.9056; 6.9881;
+Curr rmse: 10.5421; 	 Best rmse: 10.4529; 10.5421; 10.6521; 10.8610; 10.9273;
+Curr nae: 0.0545; 	 Best nae: 0.0545; 0.0545; 0.0549; 0.0551; 0.0552;
+
+
+
+2025-07-01 17:55:34,596 - INFO - Epoch: 0158 / 1300	lr: 1.985e-05
+2025-07-01 17:56:21,264 - INFO - Training: cls_zice: 14.691956586837769; reg_zipnll: -6.331516499519348; aux_mae_loss_1: 14.404689302444458; aux_mae_loss_2: 2.1735979413986204; cnt_loss: 3.0143148517608642;
+2025-07-01 17:56:23,006 - INFO - Evaluation:
+Curr mae: 6.9704; 	 Best mae: 6.6892; 6.8503; 6.8689; 6.9056; 6.9704;
+Curr rmse: 10.8982; 	 Best rmse: 10.4529; 10.5421; 10.6521; 10.8610; 10.8982;
+Curr nae: 0.0577; 	 Best nae: 0.0545; 0.0545; 0.0549; 0.0551; 0.0552;
+
+
+
+2025-07-01 17:56:23,006 - INFO - Epoch: 0159 / 1300	lr: 1.835e-05
+2025-07-01 17:57:09,933 - INFO - Training: cls_zice: 14.933272819519043; reg_zipnll: -9.998705763816833; aux_mae_loss_1: 14.788559093475342; aux_mae_loss_2: 2.2288537549972536; cnt_loss: 2.8514705181121824;
+2025-07-01 17:57:10,105 - INFO - Evaluation:
+Curr mae: 7.0468; 	 Best mae: 6.6892; 6.8503; 6.8689; 6.9056; 6.9704;
+Curr rmse: 10.8473; 	 Best rmse: 10.4529; 10.5421; 10.6521; 10.8473; 10.8610;
+Curr nae: 0.0566; 	 Best nae: 0.0545; 0.0545; 0.0549; 0.0551; 0.0552;
+
+
+
+2025-07-01 17:57:10,105 - INFO - Epoch: 0160 / 1300	lr: 1.690e-05
+2025-07-01 17:57:56,395 - INFO - Training: cls_zice: 13.612429656982421; reg_zipnll: -4.5765632629394535; aux_mae_loss_1: 14.02167893409729; aux_mae_loss_2: 2.1649093210697172; cnt_loss: 2.618970093727112;
+2025-07-01 17:57:56,914 - INFO - Evaluation:
+Curr mae: 6.7649; 	 Best mae: 6.6892; 6.7649; 6.8503; 6.8689; 6.9056;
+Curr rmse: 10.4753; 	 Best rmse: 10.4529; 10.4753; 10.5421; 10.6521; 10.8473;
+Curr nae: 0.0544; 	 Best nae: 0.0544; 0.0545; 0.0545; 0.0549; 0.0551;
+
+
+
+2025-07-01 17:57:56,914 - INFO - Epoch: 0161 / 1300	lr: 1.550e-05
+2025-07-01 17:58:43,230 - INFO - Training: cls_zice: 13.876629695892333; reg_zipnll: -3.5433568477630617; aux_mae_loss_1: 14.16357813835144; aux_mae_loss_2: 2.1267854976654053; cnt_loss: 2.456664271354675;
+2025-07-01 17:58:43,411 - INFO - Evaluation:
+Curr mae: 6.9693; 	 Best mae: 6.6892; 6.7649; 6.8503; 6.8689; 6.9056;
+Curr rmse: 10.9936; 	 Best rmse: 10.4529; 10.4753; 10.5421; 10.6521; 10.8473;
+Curr nae: 0.0548; 	 Best nae: 0.0544; 0.0545; 0.0545; 0.0548; 0.0549;
+
+
+
+2025-07-01 17:58:43,412 - INFO - Epoch: 0162 / 1300	lr: 1.415e-05
+2025-07-01 17:59:29,635 - INFO - Training: cls_zice: 13.385759449005127; reg_zipnll: -0.10056541442871093; aux_mae_loss_1: 13.552578973770142; aux_mae_loss_2: 2.0014927124977113; cnt_loss: 2.323443250656128;
+2025-07-01 17:59:29,636 - INFO - Evaluation:
+Curr mae: 7.1349; 	 Best mae: 6.6892; 6.7649; 6.8503; 6.8689; 6.9056;
+Curr rmse: 11.3604; 	 Best rmse: 10.4529; 10.4753; 10.5421; 10.6521; 10.8473;
+Curr nae: 0.0569; 	 Best nae: 0.0544; 0.0545; 0.0545; 0.0548; 0.0549;
+
+
+
+2025-07-01 17:59:29,637 - INFO - Epoch: 0163 / 1300	lr: 1.286e-05
+2025-07-01 18:00:16,457 - INFO - Training: cls_zice: 14.70648673057556; reg_zipnll: -3.3878222703933716; aux_mae_loss_1: 14.02721972465515; aux_mae_loss_2: 2.0888947057724; cnt_loss: 2.523218014240265;
+2025-07-01 18:00:16,798 - INFO - Evaluation:
+Curr mae: 6.7132; 	 Best mae: 6.6892; 6.7132; 6.7649; 6.8503; 6.8689;
+Curr rmse: 10.8693; 	 Best rmse: 10.4529; 10.4753; 10.5421; 10.6521; 10.8473;
+Curr nae: 0.0547; 	 Best nae: 0.0544; 0.0545; 0.0545; 0.0547; 0.0548;
+
+
+
+2025-07-01 18:00:16,799 - INFO - Epoch: 0164 / 1300	lr: 1.163e-05
+2025-07-01 18:01:03,445 - INFO - Training: cls_zice: 14.333744316101074; reg_zipnll: -0.5887400960922241; aux_mae_loss_1: 13.93284888267517; aux_mae_loss_2: 2.086731162071228; cnt_loss: 2.5838200139999388;
+2025-07-01 18:01:03,975 - INFO - Evaluation:
+Curr mae: 6.5477; 	 Best mae: 6.5477; 6.6892; 6.7132; 6.7649; 6.8503;
+Curr rmse: 10.2412; 	 Best rmse: 10.2412; 10.4529; 10.4753; 10.5421; 10.6521;
+Curr nae: 0.0539; 	 Best nae: 0.0539; 0.0544; 0.0545; 0.0545; 0.0547;
+
+
+
+2025-07-01 18:01:03,975 - INFO - Epoch: 0165 / 1300	lr: 1.045e-05
+2025-07-01 18:01:50,710 - INFO - Training: cls_zice: 13.516489353179931; reg_zipnll: -5.03506914138794; aux_mae_loss_1: 13.52589614868164; aux_mae_loss_2: 2.014943391084671; cnt_loss: 2.5344282549619677;
+2025-07-01 18:01:51,214 - INFO - Evaluation:
+Curr mae: 6.6130; 	 Best mae: 6.5477; 6.6130; 6.6892; 6.7132; 6.7649;
+Curr rmse: 10.2585; 	 Best rmse: 10.2412; 10.2585; 10.4529; 10.4753; 10.5421;
+Curr nae: 0.0531; 	 Best nae: 0.0531; 0.0539; 0.0544; 0.0545; 0.0545;
+
+
+
+2025-07-01 18:01:51,215 - INFO - Epoch: 0166 / 1300	lr: 9.342e-06
+2025-07-01 18:02:37,770 - INFO - Training: cls_zice: 14.13456063270569; reg_zipnll: -3.8908124566078186; aux_mae_loss_1: 13.393437051773072; aux_mae_loss_2: 2.0096593260765077; cnt_loss: 2.2410240042209626;
+2025-07-01 18:02:38,112 - INFO - Evaluation:
+Curr mae: 6.6442; 	 Best mae: 6.5477; 6.6130; 6.6442; 6.6892; 6.7132;
+Curr rmse: 10.4103; 	 Best rmse: 10.2412; 10.2585; 10.4103; 10.4529; 10.4753;
+Curr nae: 0.0552; 	 Best nae: 0.0531; 0.0539; 0.0544; 0.0545; 0.0545;
+
+
+
+2025-07-01 18:02:38,113 - INFO - Epoch: 0167 / 1300	lr: 8.294e-06
+2025-07-01 18:03:24,824 - INFO - Training: cls_zice: 14.12971697807312; reg_zipnll: -5.846599416732788; aux_mae_loss_1: 13.913842849731445; aux_mae_loss_2: 2.0286300384998324; cnt_loss: 2.2510112488269804;
+2025-07-01 18:03:24,999 - INFO - Evaluation:
+Curr mae: 6.7682; 	 Best mae: 6.5477; 6.6130; 6.6442; 6.6892; 6.7132;
+Curr rmse: 10.5908; 	 Best rmse: 10.2412; 10.2585; 10.4103; 10.4529; 10.4753;
+Curr nae: 0.0541; 	 Best nae: 0.0531; 0.0539; 0.0541; 0.0544; 0.0545;
+
+
+
+2025-07-01 18:03:24,999 - INFO - Epoch: 0168 / 1300	lr: 7.311e-06
+2025-07-01 18:04:11,456 - INFO - Training: cls_zice: 13.066996097564697; reg_zipnll: -3.013771572113037; aux_mae_loss_1: 13.079892778396607; aux_mae_loss_2: 1.9231885182857513; cnt_loss: 2.249074736833572;
+2025-07-01 18:04:11,806 - INFO - Evaluation:
+Curr mae: 6.6286; 	 Best mae: 6.5477; 6.6130; 6.6286; 6.6442; 6.6892;
+Curr rmse: 10.3458; 	 Best rmse: 10.2412; 10.2585; 10.3458; 10.4103; 10.4529;
+Curr nae: 0.0546; 	 Best nae: 0.0531; 0.0539; 0.0541; 0.0544; 0.0545;
+
+
+
+2025-07-01 18:04:11,807 - INFO - Epoch: 0169 / 1300	lr: 6.395e-06
+2025-07-01 18:04:58,497 - INFO - Training: cls_zice: 14.014718494415284; reg_zipnll: -0.9151851081848145; aux_mae_loss_1: 13.651506538391112; aux_mae_loss_2: 2.034721257686615; cnt_loss: 2.5182826948165893;
+2025-07-01 18:04:59,015 - INFO - Evaluation:
+Curr mae: 6.5973; 	 Best mae: 6.5477; 6.5973; 6.6130; 6.6286; 6.6442;
+Curr rmse: 10.3611; 	 Best rmse: 10.2412; 10.2585; 10.3458; 10.3611; 10.4103;
+Curr nae: 0.0538; 	 Best nae: 0.0531; 0.0538; 0.0539; 0.0541; 0.0544;
+
+
+
+2025-07-01 18:04:59,015 - INFO - Epoch: 0170 / 1300	lr: 5.547e-06
+2025-07-01 18:05:45,630 - INFO - Training: cls_zice: 14.315829648971558; reg_zipnll: -2.140655083656311; aux_mae_loss_1: 13.68033811569214; aux_mae_loss_2: 2.0075080299377444; cnt_loss: 2.3582101488113403;
+2025-07-01 18:05:45,976 - INFO - Evaluation:
+Curr mae: 6.6229; 	 Best mae: 6.5477; 6.5973; 6.6130; 6.6229; 6.6286;
+Curr rmse: 10.5153; 	 Best rmse: 10.2412; 10.2585; 10.3458; 10.3611; 10.4103;
+Curr nae: 0.0536; 	 Best nae: 0.0531; 0.0536; 0.0538; 0.0539; 0.0541;
+
+
+
+2025-07-01 18:05:45,976 - INFO - Epoch: 0171 / 1300	lr: 4.768e-06
+2025-07-01 18:06:32,433 - INFO - Training: cls_zice: 13.099794015884399; reg_zipnll: -3.278128128051758; aux_mae_loss_1: 12.509071683883667; aux_mae_loss_2: 1.8084815180301665; cnt_loss: 2.14646800160408;
+2025-07-01 18:06:32,607 - INFO - Evaluation:
+Curr mae: 6.7242; 	 Best mae: 6.5477; 6.5973; 6.6130; 6.6229; 6.6286;
+Curr rmse: 10.5879; 	 Best rmse: 10.2412; 10.2585; 10.3458; 10.3611; 10.4103;
+Curr nae: 0.0539; 	 Best nae: 0.0531; 0.0536; 0.0538; 0.0539; 0.0539;
+
+
+
+2025-07-01 18:06:32,607 - INFO - Epoch: 0172 / 1300	lr: 4.060e-06
+2025-07-01 18:07:19,253 - INFO - Training: cls_zice: 13.95711256980896; reg_zipnll: -6.432664127349853; aux_mae_loss_1: 13.69250509262085; aux_mae_loss_2: 2.0232491624355315; cnt_loss: 2.0583952283859253;
+2025-07-01 18:07:19,253 - INFO - Evaluation:
+Curr mae: 6.9691; 	 Best mae: 6.5477; 6.5973; 6.6130; 6.6229; 6.6286;
+Curr rmse: 10.8949; 	 Best rmse: 10.2412; 10.2585; 10.3458; 10.3611; 10.4103;
+Curr nae: 0.0548; 	 Best nae: 0.0531; 0.0536; 0.0538; 0.0539; 0.0539;
+
+
+
+2025-07-01 18:07:19,253 - INFO - Epoch: 0173 / 1300	lr: 3.423e-06
+2025-07-01 18:08:05,975 - INFO - Training: cls_zice: 13.763091154098511; reg_zipnll: -6.0544522190093994; aux_mae_loss_1: 13.60435911178589; aux_mae_loss_2: 1.9935436153411865; cnt_loss: 1.9636532413959502;
+2025-07-01 18:08:05,975 - INFO - Evaluation:
+Curr mae: 6.6946; 	 Best mae: 6.5477; 6.5973; 6.6130; 6.6229; 6.6286;
+Curr rmse: 10.5380; 	 Best rmse: 10.2412; 10.2585; 10.3458; 10.3611; 10.4103;
+Curr nae: 0.0544; 	 Best nae: 0.0531; 0.0536; 0.0538; 0.0539; 0.0539;
+
+
+
+2025-07-01 18:08:05,975 - INFO - Epoch: 0174 / 1300	lr: 2.858e-06
+2025-07-01 18:08:52,349 - INFO - Training: cls_zice: 13.171980810165405; reg_zipnll: -3.6309149074554443; aux_mae_loss_1: 13.000918054580689; aux_mae_loss_2: 1.9191788017749787; cnt_loss: 1.9716615962982178;
+2025-07-01 18:08:52,350 - INFO - Evaluation:
+Curr mae: 6.8054; 	 Best mae: 6.5477; 6.5973; 6.6130; 6.6229; 6.6286;
+Curr rmse: 10.7204; 	 Best rmse: 10.2412; 10.2585; 10.3458; 10.3611; 10.4103;
+Curr nae: 0.0541; 	 Best nae: 0.0531; 0.0536; 0.0538; 0.0539; 0.0539;
+
+
+
+2025-07-01 18:08:52,350 - INFO - Epoch: 0175 / 1300	lr: 2.368e-06
+2025-07-01 18:09:38,987 - INFO - Training: cls_zice: 13.02815284729004; reg_zipnll: -5.759413547515869; aux_mae_loss_1: 13.49159110069275; aux_mae_loss_2: 2.023906601667404; cnt_loss: 2.3568603110313417;
+2025-07-01 18:09:39,508 - INFO - Evaluation:
+Curr mae: 6.5095; 	 Best mae: 6.5095; 6.5477; 6.5973; 6.6130; 6.6229;
+Curr rmse: 10.2222; 	 Best rmse: 10.2222; 10.2412; 10.2585; 10.3458; 10.3611;
+Curr nae: 0.0536; 	 Best nae: 0.0531; 0.0536; 0.0536; 0.0538; 0.0539;
+
+
+
+2025-07-01 18:09:39,508 - INFO - Epoch: 0176 / 1300	lr: 1.951e-06
+2025-07-01 18:10:25,767 - INFO - Training: cls_zice: 13.194898118972779; reg_zipnll: -0.18159966468811034; aux_mae_loss_1: 12.975188074111939; aux_mae_loss_2: 1.9235729694366455; cnt_loss: 2.252395337820053;
+2025-07-01 18:10:26,116 - INFO - Evaluation:
+Curr mae: 6.5815; 	 Best mae: 6.5095; 6.5477; 6.5815; 6.5973; 6.6130;
+Curr rmse: 10.2522; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.3458;
+Curr nae: 0.0540; 	 Best nae: 0.0531; 0.0536; 0.0536; 0.0538; 0.0539;
+
+
+
+2025-07-01 18:10:26,116 - INFO - Epoch: 0177 / 1300	lr: 1.609e-06
+2025-07-01 18:11:12,720 - INFO - Training: cls_zice: 14.336261205673217; reg_zipnll: -8.527113189697266; aux_mae_loss_1: 14.391259393692017; aux_mae_loss_2: 2.1463036799430846; cnt_loss: 2.0903793013095857;
+2025-07-01 18:11:14,074 - INFO - Evaluation:
+Curr mae: 6.4656; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 10.2933; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0528; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:11:14,074 - INFO - Epoch: 0178 / 1300	lr: 1.343e-06
+2025-07-01 18:11:59,991 - INFO - Training: cls_zice: 13.39650855064392; reg_zipnll: -0.23685615062713622; aux_mae_loss_1: 12.738646068572997; aux_mae_loss_2: 1.8474064552783966; cnt_loss: 1.9373720049858094;
+2025-07-01 18:11:59,992 - INFO - Evaluation:
+Curr mae: 6.6532; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 10.4512; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0541; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:11:59,992 - INFO - Epoch: 0179 / 1300	lr: 1.153e-06
+2025-07-01 18:12:46,905 - INFO - Training: cls_zice: 12.91118453025818; reg_zipnll: -1.7193141841888429; aux_mae_loss_1: 12.719274892807007; aux_mae_loss_2: 1.8739748108386993; cnt_loss: 1.9052685523033142;
+2025-07-01 18:12:46,906 - INFO - Evaluation:
+Curr mae: 6.6215; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 10.4958; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0538; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:12:46,906 - INFO - Epoch: 0180 / 1300	lr: 1.038e-06
+2025-07-01 18:13:33,244 - INFO - Training: cls_zice: 13.524693069458008; reg_zipnll: -2.6530244159698486; aux_mae_loss_1: 13.66208875656128; aux_mae_loss_2: 2.005629993677139; cnt_loss: 2.01546396613121;
+2025-07-01 18:13:33,244 - INFO - Evaluation:
+Curr mae: 6.6590; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 10.4639; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0543; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:13:33,244 - INFO - Epoch: 0181 / 1300	lr: 1.000e-04
+2025-07-01 18:14:20,057 - INFO - Training: cls_zice: 16.327998161315918; reg_zipnll: -2.515824122428894; aux_mae_loss_1: 16.18700207710266; aux_mae_loss_2: 2.594319767951965; cnt_loss: 4.120408976078034;
+2025-07-01 18:14:20,058 - INFO - Evaluation:
+Curr mae: 8.3037; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 13.0335; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0683; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:14:20,058 - INFO - Epoch: 0182 / 1300	lr: 9.999e-05
+2025-07-01 18:15:06,711 - INFO - Training: cls_zice: 19.165860347747802; reg_zipnll: -4.029592981338501; aux_mae_loss_1: 19.461452159881592; aux_mae_loss_2: 3.2187020897865297; cnt_loss: 6.294262971878052;
+2025-07-01 18:15:06,711 - INFO - Evaluation:
+Curr mae: 8.5169; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 14.9496; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0671; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:15:06,711 - INFO - Epoch: 0183 / 1300	lr: 9.996e-05
+2025-07-01 18:15:53,335 - INFO - Training: cls_zice: 17.77691972732544; reg_zipnll: -0.9046121215820313; aux_mae_loss_1: 18.573307008743285; aux_mae_loss_2: 3.1560713338851927; cnt_loss: 6.442700035572052;
+2025-07-01 18:15:53,339 - INFO - Evaluation:
+Curr mae: 10.3758; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 14.9284; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0916; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:15:53,339 - INFO - Epoch: 0184 / 1300	lr: 9.991e-05
+2025-07-01 18:16:40,152 - INFO - Training: cls_zice: 17.71144555091858; reg_zipnll: -2.455218262672424; aux_mae_loss_1: 18.225183124542237; aux_mae_loss_2: 2.9722842621803283; cnt_loss: 5.852449622154236;
+2025-07-01 18:16:40,152 - INFO - Evaluation:
+Curr mae: 11.8618; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 18.1304; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.1020; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:16:40,153 - INFO - Epoch: 0185 / 1300	lr: 9.985e-05
+2025-07-01 18:17:26,416 - INFO - Training: cls_zice: 17.611937017440795; reg_zipnll: -1.4623035383224487; aux_mae_loss_1: 17.93160448074341; aux_mae_loss_2: 2.942490983009338; cnt_loss: 5.007079803943634;
+2025-07-01 18:17:26,416 - INFO - Evaluation:
+Curr mae: 7.7568; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.1054; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0630; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:17:26,416 - INFO - Epoch: 0186 / 1300	lr: 9.976e-05
+2025-07-01 18:18:12,970 - INFO - Training: cls_zice: 18.17575036048889; reg_zipnll: 0.9947530269622803; aux_mae_loss_1: 18.25956446647644; aux_mae_loss_2: 3.1272985458374025; cnt_loss: 6.935810115337372;
+2025-07-01 18:18:12,971 - INFO - Evaluation:
+Curr mae: 9.6940; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 16.0680; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0729; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:18:12,971 - INFO - Epoch: 0187 / 1300	lr: 9.966e-05
+2025-07-01 18:18:59,525 - INFO - Training: cls_zice: 17.779988079071046; reg_zipnll: -0.4853068923950195; aux_mae_loss_1: 17.98260772705078; aux_mae_loss_2: 2.9476534056663515; cnt_loss: 5.123468787670135;
+2025-07-01 18:18:59,525 - INFO - Evaluation:
+Curr mae: 8.1300; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 15.0980; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0622; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:18:59,525 - INFO - Epoch: 0188 / 1300	lr: 9.953e-05
+2025-07-01 18:19:46,108 - INFO - Training: cls_zice: 17.79927456855774; reg_zipnll: -2.0480642700195313; aux_mae_loss_1: 18.56822219848633; aux_mae_loss_2: 3.069967155456543; cnt_loss: 5.680137057304382;
+2025-07-01 18:19:46,108 - INFO - Evaluation:
+Curr mae: 9.3717; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 14.0325; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0711; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:19:46,108 - INFO - Epoch: 0189 / 1300	lr: 9.939e-05
+2025-07-01 18:20:32,393 - INFO - Training: cls_zice: 18.032023477554322; reg_zipnll: -0.942805290222168; aux_mae_loss_1: 18.265750942230223; aux_mae_loss_2: 3.0720075607299804; cnt_loss: 6.040598564147949;
+2025-07-01 18:20:32,393 - INFO - Evaluation:
+Curr mae: 8.4067; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 15.5379; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0624; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:20:32,393 - INFO - Epoch: 0190 / 1300	lr: 9.923e-05
+2025-07-01 18:21:19,116 - INFO - Training: cls_zice: 19.173521728515624; reg_zipnll: -4.526572246551513; aux_mae_loss_1: 19.015730571746825; aux_mae_loss_2: 3.2474167490005494; cnt_loss: 6.552107839584351;
+2025-07-01 18:21:19,117 - INFO - Evaluation:
+Curr mae: 10.2206; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 17.2137; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0745; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:21:19,117 - INFO - Epoch: 0191 / 1300	lr: 9.905e-05
+2025-07-01 18:22:05,694 - INFO - Training: cls_zice: 16.96492844581604; reg_zipnll: -2.7323891735076904; aux_mae_loss_1: 17.354494752883912; aux_mae_loss_2: 2.8493517732620237; cnt_loss: 5.646393923759461;
+2025-07-01 18:22:05,694 - INFO - Evaluation:
+Curr mae: 8.4154; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.9353; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0701; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:22:05,694 - INFO - Epoch: 0192 / 1300	lr: 9.885e-05
+2025-07-01 18:22:52,502 - INFO - Training: cls_zice: 17.623154430389405; reg_zipnll: -7.435999774932862; aux_mae_loss_1: 17.444270381927492; aux_mae_loss_2: 2.8031595087051393; cnt_loss: 4.986493225097656;
+2025-07-01 18:22:52,503 - INFO - Evaluation:
+Curr mae: 7.9030; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.1900; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0634; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:22:52,503 - INFO - Epoch: 0193 / 1300	lr: 9.863e-05
+2025-07-01 18:23:39,212 - INFO - Training: cls_zice: 17.214214277267455; reg_zipnll: -4.6722481822967525; aux_mae_loss_1: 17.386285667419433; aux_mae_loss_2: 2.8090161180496214; cnt_loss: 4.917909765243531;
+2025-07-01 18:23:39,213 - INFO - Evaluation:
+Curr mae: 8.1292; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.3627; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0649; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:23:39,213 - INFO - Epoch: 0194 / 1300	lr: 9.840e-05
+2025-07-01 18:24:25,419 - INFO - Training: cls_zice: 17.737283716201784; reg_zipnll: -6.7683397388458255; aux_mae_loss_1: 17.54427562713623; aux_mae_loss_2: 2.79506290435791; cnt_loss: 4.775930948257447;
+2025-07-01 18:24:25,419 - INFO - Evaluation:
+Curr mae: 7.4025; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.2282; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0604; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:24:25,419 - INFO - Epoch: 0195 / 1300	lr: 9.814e-05
+2025-07-01 18:25:12,066 - INFO - Training: cls_zice: 17.43794430732727; reg_zipnll: -2.4421712911128997; aux_mae_loss_1: 17.261186389923097; aux_mae_loss_2: 2.7570439910888673; cnt_loss: 4.64770343542099;
+2025-07-01 18:25:12,066 - INFO - Evaluation:
+Curr mae: 8.2401; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.9560; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0768; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:25:12,066 - INFO - Epoch: 0196 / 1300	lr: 9.787e-05
+2025-07-01 18:25:58,370 - INFO - Training: cls_zice: 17.533384218215943; reg_zipnll: -1.6375337505340577; aux_mae_loss_1: 16.994293632507325; aux_mae_loss_2: 2.7793607091903687; cnt_loss: 5.167902443408966;
+2025-07-01 18:25:58,371 - INFO - Evaluation:
+Curr mae: 9.0623; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 13.3054; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0790; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:25:58,371 - INFO - Epoch: 0197 / 1300	lr: 9.758e-05
+2025-07-01 18:26:45,146 - INFO - Training: cls_zice: 17.532738695144655; reg_zipnll: -7.893263335227966; aux_mae_loss_1: 17.650979137420656; aux_mae_loss_2: 2.8662729549407957; cnt_loss: 4.900032749176026;
+2025-07-01 18:26:45,147 - INFO - Evaluation:
+Curr mae: 8.0690; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.4979; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0675; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:26:45,147 - INFO - Epoch: 0198 / 1300	lr: 9.727e-05
+2025-07-01 18:27:31,606 - INFO - Training: cls_zice: 16.960783405303957; reg_zipnll: -8.095327887535095; aux_mae_loss_1: 16.889914169311524; aux_mae_loss_2: 2.7401896572113036; cnt_loss: 4.285482170581818;
+2025-07-01 18:27:31,606 - INFO - Evaluation:
+Curr mae: 7.9204; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.6327; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0648; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:27:31,606 - INFO - Epoch: 0199 / 1300	lr: 9.694e-05
+2025-07-01 18:28:17,946 - INFO - Training: cls_zice: 15.7869473361969; reg_zipnll: -0.48229910373687745; aux_mae_loss_1: 15.161034278869629; aux_mae_loss_2: 2.409424090385437; cnt_loss: 3.7084447002410887;
+2025-07-01 18:28:17,947 - INFO - Evaluation:
+Curr mae: 7.7492; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.7121; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0605; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:28:17,947 - INFO - Epoch: 0200 / 1300	lr: 9.660e-05
+2025-07-01 18:29:04,656 - INFO - Training: cls_zice: 16.63257395744324; reg_zipnll: -4.4590260028839115; aux_mae_loss_1: 16.86577003479004; aux_mae_loss_2: 2.6052958607673644; cnt_loss: 3.9709991002082825;
+2025-07-01 18:29:04,657 - INFO - Evaluation:
+Curr mae: 7.4326; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.5208; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0592; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:29:06,319 - INFO - Epoch: 0201 / 1300	lr: 9.623e-05
+2025-07-01 18:29:52,852 - INFO - Training: cls_zice: 16.07036085128784; reg_zipnll: -3.623653645515442; aux_mae_loss_1: 16.485976123809813; aux_mae_loss_2: 2.7038295793533327; cnt_loss: 4.459746911525726;
+2025-07-01 18:29:52,853 - INFO - Evaluation:
+Curr mae: 8.7254; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 14.8995; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0654; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:29:52,853 - INFO - Epoch: 0202 / 1300	lr: 9.585e-05
+2025-07-01 18:30:39,218 - INFO - Training: cls_zice: 15.75861608505249; reg_zipnll: -1.768651351928711; aux_mae_loss_1: 16.047364864349365; aux_mae_loss_2: 2.578513083457947; cnt_loss: 4.47337700843811;
+2025-07-01 18:30:39,219 - INFO - Evaluation:
+Curr mae: 8.5730; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 13.2657; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0717; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:30:39,219 - INFO - Epoch: 0203 / 1300	lr: 9.545e-05
+2025-07-01 18:31:25,518 - INFO - Training: cls_zice: 15.497235279083252; reg_zipnll: -2.1690222704410553; aux_mae_loss_1: 15.57039520263672; aux_mae_loss_2: 2.417243700027466; cnt_loss: 3.8784956192970275;
+2025-07-01 18:31:25,519 - INFO - Evaluation:
+Curr mae: 7.8805; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.6465; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0631; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:31:25,519 - INFO - Epoch: 0204 / 1300	lr: 9.504e-05
+2025-07-01 18:32:12,206 - INFO - Training: cls_zice: 16.0148602104187; reg_zipnll: -4.543817892074585; aux_mae_loss_1: 16.09675271987915; aux_mae_loss_2: 2.601329438686371; cnt_loss: 4.33285001039505;
+2025-07-01 18:32:12,207 - INFO - Evaluation:
+Curr mae: 7.6714; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.9578; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0628; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:32:12,207 - INFO - Epoch: 0205 / 1300	lr: 9.460e-05
+2025-07-01 18:32:58,785 - INFO - Training: cls_zice: 15.722440128326417; reg_zipnll: -3.7992956972122194; aux_mae_loss_1: 16.176805238723755; aux_mae_loss_2: 2.5821211338043213; cnt_loss: 4.107661862373352;
+2025-07-01 18:32:58,786 - INFO - Evaluation:
+Curr mae: 7.1409; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 10.8661; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0613; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:32:58,786 - INFO - Epoch: 0206 / 1300	lr: 9.416e-05
+2025-07-01 18:33:45,236 - INFO - Training: cls_zice: 16.83303201675415; reg_zipnll: -5.7425779581069945; aux_mae_loss_1: 16.29868808746338; aux_mae_loss_2: 2.6521853494644163; cnt_loss: 4.854570178985596;
+2025-07-01 18:33:45,236 - INFO - Evaluation:
+Curr mae: 8.6540; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 14.3250; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0669; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:33:45,236 - INFO - Epoch: 0207 / 1300	lr: 9.369e-05
+2025-07-01 18:34:31,684 - INFO - Training: cls_zice: 15.575905437469482; reg_zipnll: 5.083635947704315; aux_mae_loss_1: 15.250311584472657; aux_mae_loss_2: 2.4620937085151673; cnt_loss: 4.722051763534546;
+2025-07-01 18:34:31,685 - INFO - Evaluation:
+Curr mae: 8.1074; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 13.8654; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0627; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:34:31,685 - INFO - Epoch: 0208 / 1300	lr: 9.321e-05
+2025-07-01 18:35:18,126 - INFO - Training: cls_zice: 15.823855781555176; reg_zipnll: -8.275995893478393; aux_mae_loss_1: 16.323437805175782; aux_mae_loss_2: 2.6542607831954954; cnt_loss: 3.996005799770355;
+2025-07-01 18:35:18,126 - INFO - Evaluation:
+Curr mae: 7.3029; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.3431; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0590; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:35:18,126 - INFO - Epoch: 0209 / 1300	lr: 9.271e-05
+2025-07-01 18:36:04,409 - INFO - Training: cls_zice: 16.301386280059816; reg_zipnll: -6.8714994430542; aux_mae_loss_1: 15.774691514968872; aux_mae_loss_2: 2.4753001737594604; cnt_loss: 4.0121569514274595;
+2025-07-01 18:36:04,409 - INFO - Evaluation:
+Curr mae: 7.3713; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 10.7457; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0637; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:36:04,410 - INFO - Epoch: 0210 / 1300	lr: 9.219e-05
+2025-07-01 18:36:50,994 - INFO - Training: cls_zice: 15.75659146308899; reg_zipnll: 0.3653284645080566; aux_mae_loss_1: 15.430701417922974; aux_mae_loss_2: 2.4552633452415464; cnt_loss: 3.9594517755508423;
+2025-07-01 18:36:50,994 - INFO - Evaluation:
+Curr mae: 8.4405; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 13.9967; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0618; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:36:50,994 - INFO - Epoch: 0211 / 1300	lr: 9.166e-05
+2025-07-01 18:37:37,273 - INFO - Training: cls_zice: 15.335885314941406; reg_zipnll: -0.6746001625061036; aux_mae_loss_1: 15.399031124114991; aux_mae_loss_2: 2.4642388916015623; cnt_loss: 4.047785726785659;
+2025-07-01 18:37:37,274 - INFO - Evaluation:
+Curr mae: 7.4025; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.0415; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0566; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:37:37,274 - INFO - Epoch: 0212 / 1300	lr: 9.111e-05
+2025-07-01 18:38:23,799 - INFO - Training: cls_zice: 15.994728298187256; reg_zipnll: -0.18658178806304931; aux_mae_loss_1: 15.359673833847046; aux_mae_loss_2: 2.39600123167038; cnt_loss: 4.0725428485870365;
+2025-07-01 18:38:23,800 - INFO - Evaluation:
+Curr mae: 7.2780; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.1778; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0578; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:38:23,800 - INFO - Epoch: 0213 / 1300	lr: 9.055e-05
+2025-07-01 18:39:10,642 - INFO - Training: cls_zice: 16.583217515945435; reg_zipnll: -7.294884586334229; aux_mae_loss_1: 16.311001262664796; aux_mae_loss_2: 2.642414355278015; cnt_loss: 4.1463128173351285;
+2025-07-01 18:39:10,643 - INFO - Evaluation:
+Curr mae: 7.9709; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.5622; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0588; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:39:10,643 - INFO - Epoch: 0214 / 1300	lr: 8.997e-05
+2025-07-01 18:39:56,960 - INFO - Training: cls_zice: 15.86102071762085; reg_zipnll: -2.6557258701324464; aux_mae_loss_1: 15.556869087219239; aux_mae_loss_2: 2.513026876449585; cnt_loss: 4.302446624040604;
+2025-07-01 18:39:56,960 - INFO - Evaluation:
+Curr mae: 7.7512; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.9780; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0597; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:39:56,961 - INFO - Epoch: 0215 / 1300	lr: 8.937e-05
+2025-07-01 18:40:43,576 - INFO - Training: cls_zice: 15.705987091064452; reg_zipnll: -7.211980895996094; aux_mae_loss_1: 15.431967487335205; aux_mae_loss_2: 2.4262292170524598; cnt_loss: 4.069537808895111;
+2025-07-01 18:40:43,576 - INFO - Evaluation:
+Curr mae: 10.7524; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 15.4546; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0878; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:40:43,576 - INFO - Epoch: 0216 / 1300	lr: 8.876e-05
+2025-07-01 18:41:29,684 - INFO - Training: cls_zice: 14.37525508403778; reg_zipnll: -2.4253056335449217; aux_mae_loss_1: 14.648646202087402; aux_mae_loss_2: 2.335018334388733; cnt_loss: 3.7170260047912596;
+2025-07-01 18:41:29,685 - INFO - Evaluation:
+Curr mae: 8.0430; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.7119; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0646; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:41:29,685 - INFO - Epoch: 0217 / 1300	lr: 8.814e-05
+2025-07-01 18:42:16,368 - INFO - Training: cls_zice: 15.68435257911682; reg_zipnll: -0.7935475873947143; aux_mae_loss_1: 15.359540576934814; aux_mae_loss_2: 2.4303795313835144; cnt_loss: 4.137044935226441;
+2025-07-01 18:42:16,369 - INFO - Evaluation:
+Curr mae: 8.0414; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 13.2702; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0622; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:42:16,369 - INFO - Epoch: 0218 / 1300	lr: 8.750e-05
+2025-07-01 18:43:02,890 - INFO - Training: cls_zice: 15.102712144851685; reg_zipnll: 0.578401517868042; aux_mae_loss_1: 14.636698036193847; aux_mae_loss_2: 2.3204726862907408; cnt_loss: 3.940230963230133;
+2025-07-01 18:43:02,890 - INFO - Evaluation:
+Curr mae: 7.5931; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.2412; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0603; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:43:02,891 - INFO - Epoch: 0219 / 1300	lr: 8.685e-05
+2025-07-01 18:43:49,150 - INFO - Training: cls_zice: 13.877893991470337; reg_zipnll: 0.03875564575195312; aux_mae_loss_1: 13.961432008743285; aux_mae_loss_2: 2.2270841789245606; cnt_loss: 3.5677955985069274;
+2025-07-01 18:43:49,150 - INFO - Evaluation:
+Curr mae: 8.0361; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.4736; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0651; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:43:49,151 - INFO - Epoch: 0220 / 1300	lr: 8.618e-05
+2025-07-01 18:44:35,829 - INFO - Training: cls_zice: 15.922153568267822; reg_zipnll: -9.68636019706726; aux_mae_loss_1: 15.557255754470825; aux_mae_loss_2: 2.487985851764679; cnt_loss: 4.430391765832901;
+2025-07-01 18:44:35,829 - INFO - Evaluation:
+Curr mae: 7.7882; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.6052; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0602; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:44:35,830 - INFO - Epoch: 0221 / 1300	lr: 8.550e-05
+2025-07-01 18:45:22,403 - INFO - Training: cls_zice: 14.178019804954529; reg_zipnll: -0.8773437595367432; aux_mae_loss_1: 14.065512218475341; aux_mae_loss_2: 2.1762139213085177; cnt_loss: 3.283096511363983;
+2025-07-01 18:45:22,404 - INFO - Evaluation:
+Curr mae: 7.5656; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.3667; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0579; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:45:22,404 - INFO - Epoch: 0222 / 1300	lr: 8.481e-05
+2025-07-01 18:46:08,916 - INFO - Training: cls_zice: 14.309813308715821; reg_zipnll: -2.0131054162979125; aux_mae_loss_1: 14.438009624481202; aux_mae_loss_2: 2.26730007648468; cnt_loss: 3.83903879404068;
+2025-07-01 18:46:08,916 - INFO - Evaluation:
+Curr mae: 7.3702; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.5059; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0569; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:46:08,916 - INFO - Epoch: 0223 / 1300	lr: 8.410e-05
+2025-07-01 18:46:55,251 - INFO - Training: cls_zice: 14.750652980804443; reg_zipnll: -5.616610250473022; aux_mae_loss_1: 14.638831844329834; aux_mae_loss_2: 2.2713959336280825; cnt_loss: 3.5496278476715086;
+2025-07-01 18:46:55,252 - INFO - Evaluation:
+Curr mae: 7.4227; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.9897; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0570; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:46:55,252 - INFO - Epoch: 0224 / 1300	lr: 8.338e-05
+2025-07-01 18:47:41,681 - INFO - Training: cls_zice: 15.556390776634217; reg_zipnll: -7.765676708221435; aux_mae_loss_1: 15.670462017059327; aux_mae_loss_2: 2.5208530187606812; cnt_loss: 4.651966834068299;
+2025-07-01 18:47:41,681 - INFO - Evaluation:
+Curr mae: 7.8535; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.3032; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0608; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:47:41,681 - INFO - Epoch: 0225 / 1300	lr: 8.265e-05
+2025-07-01 18:48:28,189 - INFO - Training: cls_zice: 14.86542625427246; reg_zipnll: -4.358989758491516; aux_mae_loss_1: 14.859899396896362; aux_mae_loss_2: 2.3415116095542907; cnt_loss: 3.6943214082717897;
+2025-07-01 18:48:28,190 - INFO - Evaluation:
+Curr mae: 7.8364; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.4694; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0611; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:48:28,190 - INFO - Epoch: 0226 / 1300	lr: 8.190e-05
+2025-07-01 18:49:14,982 - INFO - Training: cls_zice: 15.099181246757507; reg_zipnll: -6.823168745040894; aux_mae_loss_1: 14.513912715911864; aux_mae_loss_2: 2.3366472911834717; cnt_loss: 4.181209464073181;
+2025-07-01 18:49:14,982 - INFO - Evaluation:
+Curr mae: 9.2104; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 13.6170; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0734; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:49:14,982 - INFO - Epoch: 0227 / 1300	lr: 8.115e-05
+2025-07-01 18:50:01,486 - INFO - Training: cls_zice: 14.705589680671691; reg_zipnll: -3.3651010990142822; aux_mae_loss_1: 14.300164756774903; aux_mae_loss_2: 2.242750606536865; cnt_loss: 3.7993940579891206;
+2025-07-01 18:50:01,487 - INFO - Evaluation:
+Curr mae: 7.7336; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.1795; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0631; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:50:01,487 - INFO - Epoch: 0228 / 1300	lr: 8.038e-05
+2025-07-01 18:50:48,158 - INFO - Training: cls_zice: 15.756329054832458; reg_zipnll: -8.104470472335816; aux_mae_loss_1: 15.519341688156128; aux_mae_loss_2: 2.484361126422882; cnt_loss: 4.689165912866592;
+2025-07-01 18:50:48,158 - INFO - Evaluation:
+Curr mae: 7.6182; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.3572; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0610; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:50:48,158 - INFO - Epoch: 0229 / 1300	lr: 7.960e-05
+2025-07-01 18:51:34,673 - INFO - Training: cls_zice: 15.243252506256104; reg_zipnll: -4.389233331680298; aux_mae_loss_1: 15.525885429382324; aux_mae_loss_2: 2.4416655457019805; cnt_loss: 3.840141634941101;
+2025-07-01 18:51:34,674 - INFO - Evaluation:
+Curr mae: 7.3614; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.5840; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0572; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:51:34,674 - INFO - Epoch: 0230 / 1300	lr: 7.880e-05
+2025-07-01 18:52:21,184 - INFO - Training: cls_zice: 14.601063013076782; reg_zipnll: -4.2162196159362795; aux_mae_loss_1: 14.384905290603637; aux_mae_loss_2: 2.313216791152954; cnt_loss: 3.9565439295768736;
+2025-07-01 18:52:21,185 - INFO - Evaluation:
+Curr mae: 7.5663; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.5282; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0624; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:52:21,185 - INFO - Epoch: 0231 / 1300	lr: 7.800e-05
+2025-07-01 18:53:07,397 - INFO - Training: cls_zice: 14.169261522293091; reg_zipnll: -2.7218033599853517; aux_mae_loss_1: 14.105595474243165; aux_mae_loss_2: 2.218063220977783; cnt_loss: 3.376389255523682;
+2025-07-01 18:53:07,398 - INFO - Evaluation:
+Curr mae: 7.1976; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.4328; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0583; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:53:07,398 - INFO - Epoch: 0232 / 1300	lr: 7.719e-05
+2025-07-01 18:53:53,951 - INFO - Training: cls_zice: 15.913942966461182; reg_zipnll: -4.960353589057922; aux_mae_loss_1: 15.318709106445313; aux_mae_loss_2: 2.48417676448822; cnt_loss: 4.043988428115845;
+2025-07-01 18:53:53,951 - INFO - Evaluation:
+Curr mae: 8.0473; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.4869; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0627; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:53:53,952 - INFO - Epoch: 0233 / 1300	lr: 7.636e-05
+2025-07-01 18:54:40,459 - INFO - Training: cls_zice: 14.746051216125489; reg_zipnll: -3.9296610450744627; aux_mae_loss_1: 14.23190920829773; aux_mae_loss_2: 2.2042760384082793; cnt_loss: 3.4982247233390806;
+2025-07-01 18:54:40,460 - INFO - Evaluation:
+Curr mae: 7.2434; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 13.0597; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0551; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:54:40,460 - INFO - Epoch: 0234 / 1300	lr: 7.553e-05
+2025-07-01 18:55:26,996 - INFO - Training: cls_zice: 14.795352907180787; reg_zipnll: -5.571633386611938; aux_mae_loss_1: 14.30383999824524; aux_mae_loss_2: 2.22283607006073; cnt_loss: 3.6783992052078247;
+2025-07-01 18:55:26,997 - INFO - Evaluation:
+Curr mae: 7.0174; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.0168; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0561; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:55:26,997 - INFO - Epoch: 0235 / 1300	lr: 7.469e-05
+2025-07-01 18:56:13,497 - INFO - Training: cls_zice: 15.209380140304566; reg_zipnll: -9.226139497756957; aux_mae_loss_1: 14.925403022766114; aux_mae_loss_2: 2.38047607421875; cnt_loss: 4.39330302119255;
+2025-07-01 18:56:13,498 - INFO - Evaluation:
+Curr mae: 7.7372; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.9873; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0629; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:56:13,498 - INFO - Epoch: 0236 / 1300	lr: 7.383e-05
+2025-07-01 18:57:00,238 - INFO - Training: cls_zice: 13.498585119247437; reg_zipnll: -3.0070509719848633; aux_mae_loss_1: 13.350063667297363; aux_mae_loss_2: 2.0914672374725343; cnt_loss: 3.066260608434677;
+2025-07-01 18:57:00,239 - INFO - Evaluation:
+Curr mae: 7.1869; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.0404; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0584; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:57:00,239 - INFO - Epoch: 0237 / 1300	lr: 7.297e-05
+2025-07-01 18:57:46,596 - INFO - Training: cls_zice: 14.404812412261963; reg_zipnll: -9.714189138412475; aux_mae_loss_1: 14.124294853210449; aux_mae_loss_2: 2.1882882785797118; cnt_loss: 3.1667554533481597;
+2025-07-01 18:57:46,596 - INFO - Evaluation:
+Curr mae: 7.6717; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.7630; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0574; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:57:46,596 - INFO - Epoch: 0238 / 1300	lr: 7.210e-05
+2025-07-01 18:58:33,582 - INFO - Training: cls_zice: 15.026228079795837; reg_zipnll: -8.024111318588258; aux_mae_loss_1: 14.29590799331665; aux_mae_loss_2: 2.2299822211265563; cnt_loss: 3.7257887506484986;
+2025-07-01 18:58:33,582 - INFO - Evaluation:
+Curr mae: 7.0703; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 10.9693; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0569; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:58:33,583 - INFO - Epoch: 0239 / 1300	lr: 7.122e-05
+2025-07-01 18:59:19,897 - INFO - Training: cls_zice: 14.94786994934082; reg_zipnll: -7.65285924911499; aux_mae_loss_1: 14.091789932250977; aux_mae_loss_2: 2.204947302341461; cnt_loss: 3.6515174472332;
+2025-07-01 18:59:19,898 - INFO - Evaluation:
+Curr mae: 7.8811; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 12.1396; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0653; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 18:59:19,898 - INFO - Epoch: 0240 / 1300	lr: 7.034e-05
+2025-07-01 19:00:06,409 - INFO - Training: cls_zice: 14.056156721115112; reg_zipnll: -5.723377132415772; aux_mae_loss_1: 13.76734125137329; aux_mae_loss_2: 2.19413138628006; cnt_loss: 3.402551072835922;
+2025-07-01 19:00:06,409 - INFO - Evaluation:
+Curr mae: 7.0654; 	 Best mae: 6.4656; 6.5095; 6.5477; 6.5815; 6.5973;
+Curr rmse: 11.2982; 	 Best rmse: 10.2222; 10.2412; 10.2522; 10.2585; 10.2933;
+Curr nae: 0.0551; 	 Best nae: 0.0528; 0.0531; 0.0536; 0.0536; 0.0538;
+
+
+
+2025-07-01 19:00:06,409 - INFO - Epoch: 0241 / 1300	lr: 6.944e-05
+2025-07-01 19:00:52,903 - INFO - Training: cls_zice: 14.308885502815247; reg_zipnll: -1.47706622838974; aux_mae_loss_1: 13.634112806320191; aux_mae_loss_2: 2.1380793380737306; cnt_loss: 3.541879788637161;
+2025-07-01 19:00:53,422 - INFO - Evaluation:
+Curr mae: 6.4896; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 9.9772; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0525; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:00:53,422 - INFO - Epoch: 0242 / 1300	lr: 6.854e-05
+2025-07-01 19:01:39,536 - INFO - Training: cls_zice: 15.126340074539184; reg_zipnll: 0.8745253753662109; aux_mae_loss_1: 13.931846857070923; aux_mae_loss_2: 2.1484261286258697; cnt_loss: 3.6730478620529174;
+2025-07-01 19:01:39,536 - INFO - Evaluation:
+Curr mae: 7.4014; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 11.8247; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0575; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:01:39,536 - INFO - Epoch: 0243 / 1300	lr: 6.763e-05
+2025-07-01 19:02:26,056 - INFO - Training: cls_zice: 14.680424633026123; reg_zipnll: -4.298957695960999; aux_mae_loss_1: 13.872294807434082; aux_mae_loss_2: 2.1071030938625337; cnt_loss: 3.2308805775642395;
+2025-07-01 19:02:26,057 - INFO - Evaluation:
+Curr mae: 7.3093; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 11.3045; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0603; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:02:26,057 - INFO - Epoch: 0244 / 1300	lr: 6.672e-05
+2025-07-01 19:03:12,502 - INFO - Training: cls_zice: 14.020227909088135; reg_zipnll: -4.508931684494018; aux_mae_loss_1: 13.498887462615967; aux_mae_loss_2: 2.1447287726402284; cnt_loss: 3.5455137991905215;
+2025-07-01 19:03:12,502 - INFO - Evaluation:
+Curr mae: 7.2872; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 12.4902; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0548; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:03:12,502 - INFO - Epoch: 0245 / 1300	lr: 6.580e-05
+2025-07-01 19:03:58,776 - INFO - Training: cls_zice: 13.736832208633423; reg_zipnll: -4.2263856124877925; aux_mae_loss_1: 13.75435601234436; aux_mae_loss_2: 2.1254334568977358; cnt_loss: 3.40336186170578;
+2025-07-01 19:03:58,776 - INFO - Evaluation:
+Curr mae: 7.7254; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 12.0678; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0623; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:03:58,776 - INFO - Epoch: 0246 / 1300	lr: 6.487e-05
+2025-07-01 19:04:45,518 - INFO - Training: cls_zice: 13.499101848602296; reg_zipnll: -1.8864125394821167; aux_mae_loss_1: 13.1920477104187; aux_mae_loss_2: 2.007257115840912; cnt_loss: 3.0844613766670226;
+2025-07-01 19:04:45,520 - INFO - Evaluation:
+Curr mae: 7.1584; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 11.0334; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0563; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:04:45,520 - INFO - Epoch: 0247 / 1300	lr: 6.394e-05
+2025-07-01 19:05:32,124 - INFO - Training: cls_zice: 13.480673098564148; reg_zipnll: -4.816138010025025; aux_mae_loss_1: 13.405912380218506; aux_mae_loss_2: 2.04016938328743; cnt_loss: 3.044316351413727;
+2025-07-01 19:05:32,125 - INFO - Evaluation:
+Curr mae: 7.3984; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 12.0058; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0561; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:05:32,125 - INFO - Epoch: 0248 / 1300	lr: 6.300e-05
+2025-07-01 19:06:18,702 - INFO - Training: cls_zice: 14.088425455093384; reg_zipnll: -9.95930790901184; aux_mae_loss_1: 13.440180225372314; aux_mae_loss_2: 2.0795452570915223; cnt_loss: 3.1507634222507477;
+2025-07-01 19:06:18,703 - INFO - Evaluation:
+Curr mae: 7.4321; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 12.3319; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0554; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:06:18,703 - INFO - Epoch: 0249 / 1300	lr: 6.206e-05
+2025-07-01 19:07:05,232 - INFO - Training: cls_zice: 14.042207798957826; reg_zipnll: -2.937655987739563; aux_mae_loss_1: 13.322925024032592; aux_mae_loss_2: 2.121043477058411; cnt_loss: 3.2835092830657957;
+2025-07-01 19:07:05,233 - INFO - Evaluation:
+Curr mae: 6.9643; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 10.9613; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0555; 	 Best nae: 0.0525; 0.0528; 0.0531; 0.0536; 0.0536;
+
+
+
+2025-07-01 19:07:05,233 - INFO - Epoch: 0250 / 1300	lr: 6.111e-05
+2025-07-01 19:07:51,585 - INFO - Training: cls_zice: 12.847524733543397; reg_zipnll: -1.8926070022583008; aux_mae_loss_1: 12.369654273986816; aux_mae_loss_2: 1.9073698139190673; cnt_loss: 3.0400950717926025;
+2025-07-01 19:07:51,765 - INFO - Evaluation:
+Curr mae: 6.6075; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 10.2665; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0526; 	 Best nae: 0.0525; 0.0526; 0.0528; 0.0531; 0.0536;
+
+
+
+2025-07-01 19:07:53,122 - INFO - Epoch: 0251 / 1300	lr: 6.016e-05
+2025-07-01 19:08:39,594 - INFO - Training: cls_zice: 13.037653827667237; reg_zipnll: -0.24517208576202393; aux_mae_loss_1: 12.44583869934082; aux_mae_loss_2: 1.8983972668647766; cnt_loss: 2.9802430701255798;
+2025-07-01 19:08:39,594 - INFO - Evaluation:
+Curr mae: 7.6669; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 11.8907; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0613; 	 Best nae: 0.0525; 0.0526; 0.0528; 0.0531; 0.0536;
+
+
+
+2025-07-01 19:08:39,595 - INFO - Epoch: 0252 / 1300	lr: 5.920e-05
+2025-07-01 19:09:25,970 - INFO - Training: cls_zice: 12.796967401504517; reg_zipnll: -8.505285382270813; aux_mae_loss_1: 12.680376920700073; aux_mae_loss_2: 1.9665078997612; cnt_loss: 2.84418830037117;
+2025-07-01 19:09:25,970 - INFO - Evaluation:
+Curr mae: 7.1602; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 11.1307; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0564; 	 Best nae: 0.0525; 0.0526; 0.0528; 0.0531; 0.0536;
+
+
+
+2025-07-01 19:09:25,971 - INFO - Epoch: 0253 / 1300	lr: 5.824e-05
+2025-07-01 19:10:12,392 - INFO - Training: cls_zice: 12.8223490524292; reg_zipnll: -4.199474425315857; aux_mae_loss_1: 12.769444675445557; aux_mae_loss_2: 1.9522838687896729; cnt_loss: 2.562294371128082;
+2025-07-01 19:10:12,392 - INFO - Evaluation:
+Curr mae: 7.3370; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 12.2806; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0550; 	 Best nae: 0.0525; 0.0526; 0.0528; 0.0531; 0.0536;
+
+
+
+2025-07-01 19:10:12,392 - INFO - Epoch: 0254 / 1300	lr: 5.728e-05
+2025-07-01 19:10:59,212 - INFO - Training: cls_zice: 13.103016967773437; reg_zipnll: -3.410951881408691; aux_mae_loss_1: 12.878677325248718; aux_mae_loss_2: 1.9786825382709503; cnt_loss: 2.705792745947838;
+2025-07-01 19:10:59,213 - INFO - Evaluation:
+Curr mae: 7.0771; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5815;
+Curr rmse: 11.1567; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0551; 	 Best nae: 0.0525; 0.0526; 0.0528; 0.0531; 0.0536;
+
+
+
+2025-07-01 19:10:59,213 - INFO - Epoch: 0255 / 1300	lr: 5.632e-05
+2025-07-01 19:11:45,725 - INFO - Training: cls_zice: 12.277727031707764; reg_zipnll: 0.5991473770141602; aux_mae_loss_1: 11.563224115371703; aux_mae_loss_2: 1.7516221761703492; cnt_loss: 2.3331437063217164;
+2025-07-01 19:11:46,354 - INFO - Evaluation:
+Curr mae: 6.5709; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 10.6756; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0499; 	 Best nae: 0.0499; 0.0525; 0.0526; 0.0528; 0.0531;
+
+
+
+2025-07-01 19:11:46,354 - INFO - Epoch: 0256 / 1300	lr: 5.535e-05
+2025-07-01 19:12:32,647 - INFO - Training: cls_zice: 13.003213438987732; reg_zipnll: -3.1189615535736084; aux_mae_loss_1: 12.512546253204345; aux_mae_loss_2: 1.8565088999271393; cnt_loss: 2.784006645679474;
+2025-07-01 19:12:32,647 - INFO - Evaluation:
+Curr mae: 7.1076; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.2101; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0544; 	 Best nae: 0.0499; 0.0525; 0.0526; 0.0528; 0.0531;
+
+
+
+2025-07-01 19:12:32,647 - INFO - Epoch: 0257 / 1300	lr: 5.438e-05
+2025-07-01 19:13:19,098 - INFO - Training: cls_zice: 13.366098937988282; reg_zipnll: -0.5236802053451538; aux_mae_loss_1: 12.730601539611817; aux_mae_loss_2: 1.949389592409134; cnt_loss: 3.0241606402397156;
+2025-07-01 19:13:19,098 - INFO - Evaluation:
+Curr mae: 7.3460; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.3237; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0601; 	 Best nae: 0.0499; 0.0525; 0.0526; 0.0528; 0.0531;
+
+
+
+2025-07-01 19:13:19,098 - INFO - Epoch: 0258 / 1300	lr: 5.341e-05
+2025-07-01 19:14:05,636 - INFO - Training: cls_zice: 12.770594229698181; reg_zipnll: -3.9738114404678346; aux_mae_loss_1: 12.346124038696288; aux_mae_loss_2: 1.9181871402263642; cnt_loss: 2.7496972632408143;
+2025-07-01 19:14:05,637 - INFO - Evaluation:
+Curr mae: 7.4991; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 12.1959; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0577; 	 Best nae: 0.0499; 0.0525; 0.0526; 0.0528; 0.0531;
+
+
+
+2025-07-01 19:14:05,637 - INFO - Epoch: 0259 / 1300	lr: 5.244e-05
+2025-07-01 19:14:51,985 - INFO - Training: cls_zice: 12.946109738349914; reg_zipnll: 0.2770266532897949; aux_mae_loss_1: 12.675364351272583; aux_mae_loss_2: 1.9218136644363404; cnt_loss: 3.0380002176761627;
+2025-07-01 19:14:51,985 - INFO - Evaluation:
+Curr mae: 6.8811; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.2838; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0534; 	 Best nae: 0.0499; 0.0525; 0.0526; 0.0528; 0.0531;
+
+
+
+2025-07-01 19:14:51,985 - INFO - Epoch: 0260 / 1300	lr: 5.147e-05
+2025-07-01 19:15:38,458 - INFO - Training: cls_zice: 13.766518840789795; reg_zipnll: -4.824321141242981; aux_mae_loss_1: 12.664719314575196; aux_mae_loss_2: 1.904073507785797; cnt_loss: 2.99999517083168;
+2025-07-01 19:15:38,630 - INFO - Evaluation:
+Curr mae: 6.6769; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 10.9186; 	 Best rmse: 9.9772; 10.2222; 10.2412; 10.2522; 10.2585;
+Curr nae: 0.0525; 	 Best nae: 0.0499; 0.0525; 0.0525; 0.0526; 0.0528;
+
+
+
+2025-07-01 19:15:38,631 - INFO - Epoch: 0261 / 1300	lr: 5.050e-05
+2025-07-01 19:16:25,436 - INFO - Training: cls_zice: 12.802383880615235; reg_zipnll: -6.964047333179042; aux_mae_loss_1: 12.650873098373413; aux_mae_loss_2: 1.9570160937309264; cnt_loss: 2.5562231040000913;
+2025-07-01 19:16:25,775 - INFO - Evaluation:
+Curr mae: 6.6391; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 10.1973; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0514; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:16:25,775 - INFO - Epoch: 0262 / 1300	lr: 4.953e-05
+2025-07-01 19:17:12,062 - INFO - Training: cls_zice: 12.765675892829895; reg_zipnll: -3.945359239578247; aux_mae_loss_1: 11.949398336410523; aux_mae_loss_2: 1.7755656611919404; cnt_loss: 2.663942800164223;
+2025-07-01 19:17:12,063 - INFO - Evaluation:
+Curr mae: 6.8328; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 10.7615; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0535; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:17:12,063 - INFO - Epoch: 0263 / 1300	lr: 4.856e-05
+2025-07-01 19:17:58,791 - INFO - Training: cls_zice: 12.885075678825379; reg_zipnll: -2.4208216571807863; aux_mae_loss_1: 12.349671726226807; aux_mae_loss_2: 1.853551012277603; cnt_loss: 2.546949713230133;
+2025-07-01 19:17:58,792 - INFO - Evaluation:
+Curr mae: 7.2113; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.5268; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0549; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:17:58,792 - INFO - Epoch: 0264 / 1300	lr: 4.759e-05
+2025-07-01 19:18:45,091 - INFO - Training: cls_zice: 12.88428171157837; reg_zipnll: -7.081003541946411; aux_mae_loss_1: 12.256692895889282; aux_mae_loss_2: 1.8657309234142303; cnt_loss: 2.718623354434967;
+2025-07-01 19:18:45,092 - INFO - Evaluation:
+Curr mae: 7.1092; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 10.7099; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0575; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:18:45,092 - INFO - Epoch: 0265 / 1300	lr: 4.662e-05
+2025-07-01 19:19:31,883 - INFO - Training: cls_zice: 13.137184772491455; reg_zipnll: -11.79329576253891; aux_mae_loss_1: 12.560449848175049; aux_mae_loss_2: 1.9340978467464447; cnt_loss: 3.251135449409485;
+2025-07-01 19:19:31,884 - INFO - Evaluation:
+Curr mae: 7.8262; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 13.0368; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0588; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:19:31,884 - INFO - Epoch: 0266 / 1300	lr: 4.565e-05
+2025-07-01 19:20:18,526 - INFO - Training: cls_zice: 12.21450050354004; reg_zipnll: -5.469550666809082; aux_mae_loss_1: 12.01726830482483; aux_mae_loss_2: 1.8389966678619385; cnt_loss: 2.7937468492984774;
+2025-07-01 19:20:18,526 - INFO - Evaluation:
+Curr mae: 7.3557; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 12.2087; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0559; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:20:18,526 - INFO - Epoch: 0267 / 1300	lr: 4.468e-05
+2025-07-01 19:21:05,037 - INFO - Training: cls_zice: 12.697225394248962; reg_zipnll: -9.074464149475098; aux_mae_loss_1: 12.25810947418213; aux_mae_loss_2: 1.8740878486633301; cnt_loss: 2.897307119369507;
+2025-07-01 19:21:05,037 - INFO - Evaluation:
+Curr mae: 7.3718; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.7535; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0567; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:21:05,038 - INFO - Epoch: 0268 / 1300	lr: 4.372e-05
+2025-07-01 19:21:51,286 - INFO - Training: cls_zice: 12.239696621894836; reg_zipnll: -9.4814084482193; aux_mae_loss_1: 12.52905038833618; aux_mae_loss_2: 1.8950560736656188; cnt_loss: 2.8440397143363954;
+2025-07-01 19:21:51,287 - INFO - Evaluation:
+Curr mae: 6.8614; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 10.8203; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0529; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:21:51,287 - INFO - Epoch: 0269 / 1300	lr: 4.276e-05
+2025-07-01 19:22:38,054 - INFO - Training: cls_zice: 13.766464080810547; reg_zipnll: -7.549888954162598; aux_mae_loss_1: 12.788296575546264; aux_mae_loss_2: 1.8982783937454224; cnt_loss: 2.885576376914978;
+2025-07-01 19:22:38,055 - INFO - Evaluation:
+Curr mae: 7.1589; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.4513; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0544; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:22:38,055 - INFO - Epoch: 0270 / 1300	lr: 4.180e-05
+2025-07-01 19:23:25,044 - INFO - Training: cls_zice: 11.353309497833251; reg_zipnll: -1.186836643218994; aux_mae_loss_1: 11.088953561782837; aux_mae_loss_2: 1.696657396554947; cnt_loss: 2.426311058998108;
+2025-07-01 19:23:25,045 - INFO - Evaluation:
+Curr mae: 7.2420; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.9486; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0546; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:23:25,045 - INFO - Epoch: 0271 / 1300	lr: 4.084e-05
+2025-07-01 19:24:11,590 - INFO - Training: cls_zice: 12.239694604873657; reg_zipnll: -7.347780151367187; aux_mae_loss_1: 12.000293750762939; aux_mae_loss_2: 1.7868417477607728; cnt_loss: 2.1268088102340696;
+2025-07-01 19:24:11,591 - INFO - Evaluation:
+Curr mae: 7.3447; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.5014; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0566; 	 Best nae: 0.0499; 0.0514; 0.0525; 0.0525; 0.0526;
+
+
+
+2025-07-01 19:24:11,591 - INFO - Epoch: 0272 / 1300	lr: 3.989e-05
+2025-07-01 19:24:58,219 - INFO - Training: cls_zice: 12.404058337211609; reg_zipnll: -7.062643985748291; aux_mae_loss_1: 12.145543351173401; aux_mae_loss_2: 1.853877947330475; cnt_loss: 2.5994295024871827;
+2025-07-01 19:24:58,392 - INFO - Evaluation:
+Curr mae: 6.8476; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5709;
+Curr rmse: 11.2320; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0519; 	 Best nae: 0.0499; 0.0514; 0.0519; 0.0525; 0.0525;
+
+
+
+2025-07-01 19:24:58,393 - INFO - Epoch: 0273 / 1300	lr: 3.894e-05
+2025-07-01 19:25:45,086 - INFO - Training: cls_zice: 12.245122318267823; reg_zipnll: -3.163550925254822; aux_mae_loss_1: 11.894588890075683; aux_mae_loss_2: 1.8184520876407624; cnt_loss: 2.5097781372070314;
+2025-07-01 19:25:45,669 - INFO - Evaluation:
+Curr mae: 6.5531; 	 Best mae: 6.4656; 6.4896; 6.5095; 6.5477; 6.5531;
+Curr rmse: 10.5440; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0496; 	 Best nae: 0.0496; 0.0499; 0.0514; 0.0519; 0.0525;
+
+
+
+2025-07-01 19:25:45,669 - INFO - Epoch: 0274 / 1300	lr: 3.800e-05
+2025-07-01 19:26:32,369 - INFO - Training: cls_zice: 12.234258098602295; reg_zipnll: -9.891915493011474; aux_mae_loss_1: 11.550167655944824; aux_mae_loss_2: 1.708596839904785; cnt_loss: 2.210078339576721;
+2025-07-01 19:26:32,715 - INFO - Evaluation:
+Curr mae: 6.4354; 	 Best mae: 6.4354; 6.4656; 6.4896; 6.5095; 6.5477;
+Curr rmse: 10.3499; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0503; 	 Best nae: 0.0496; 0.0499; 0.0503; 0.0514; 0.0519;
+
+
+
+2025-07-01 19:26:32,715 - INFO - Epoch: 0275 / 1300	lr: 3.706e-05
+2025-07-01 19:27:19,095 - INFO - Training: cls_zice: 12.196387104988098; reg_zipnll: -6.5606622219085695; aux_mae_loss_1: 11.465119371414184; aux_mae_loss_2: 1.7744508504867553; cnt_loss: 2.646067862510681;
+2025-07-01 19:27:19,268 - INFO - Evaluation:
+Curr mae: 6.6995; 	 Best mae: 6.4354; 6.4656; 6.4896; 6.5095; 6.5477;
+Curr rmse: 10.9733; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0512; 	 Best nae: 0.0496; 0.0499; 0.0503; 0.0512; 0.0514;
+
+
+
+2025-07-01 19:27:19,268 - INFO - Epoch: 0276 / 1300	lr: 3.613e-05
+2025-07-01 19:28:05,734 - INFO - Training: cls_zice: 12.419636735916137; reg_zipnll: -5.115411653518676; aux_mae_loss_1: 12.000874514579772; aux_mae_loss_2: 1.8004318618774413; cnt_loss: 2.6093329966068266;
+2025-07-01 19:28:05,735 - INFO - Evaluation:
+Curr mae: 7.1331; 	 Best mae: 6.4354; 6.4656; 6.4896; 6.5095; 6.5477;
+Curr rmse: 11.1612; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0572; 	 Best nae: 0.0496; 0.0499; 0.0503; 0.0512; 0.0514;
+
+
+
+2025-07-01 19:28:05,735 - INFO - Epoch: 0277 / 1300	lr: 3.520e-05
+2025-07-01 19:28:52,200 - INFO - Training: cls_zice: 10.509596176147461; reg_zipnll: 3.34759801864624; aux_mae_loss_1: 9.995665874481201; aux_mae_loss_2: 1.4734485530853272; cnt_loss: 1.9331231498718262;
+2025-07-01 19:28:52,200 - INFO - Evaluation:
+Curr mae: 7.0563; 	 Best mae: 6.4354; 6.4656; 6.4896; 6.5095; 6.5477;
+Curr rmse: 11.6021; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0525; 	 Best nae: 0.0496; 0.0499; 0.0503; 0.0512; 0.0514;
+
+
+
+2025-07-01 19:28:52,201 - INFO - Epoch: 0278 / 1300	lr: 3.428e-05
+2025-07-01 19:29:38,547 - INFO - Training: cls_zice: 11.635494465827941; reg_zipnll: -5.084034061431884; aux_mae_loss_1: 11.05473882675171; aux_mae_loss_2: 1.6828008353710175; cnt_loss: 2.2859374010562896;
+2025-07-01 19:29:38,547 - INFO - Evaluation:
+Curr mae: 7.1318; 	 Best mae: 6.4354; 6.4656; 6.4896; 6.5095; 6.5477;
+Curr rmse: 11.1284; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0533; 	 Best nae: 0.0496; 0.0499; 0.0503; 0.0512; 0.0514;
+
+
+
+2025-07-01 19:29:38,547 - INFO - Epoch: 0279 / 1300	lr: 3.337e-05
+2025-07-01 19:30:25,136 - INFO - Training: cls_zice: 12.43422833442688; reg_zipnll: -8.132815866470336; aux_mae_loss_1: 11.818174228668212; aux_mae_loss_2: 1.7922222578525544; cnt_loss: 2.593026703596115;
+2025-07-01 19:30:25,137 - INFO - Evaluation:
+Curr mae: 6.7271; 	 Best mae: 6.4354; 6.4656; 6.4896; 6.5095; 6.5477;
+Curr rmse: 10.7158; 	 Best rmse: 9.9772; 10.1973; 10.2222; 10.2412; 10.2522;
+Curr nae: 0.0532; 	 Best nae: 0.0496; 0.0499; 0.0503; 0.0512; 0.0514;
+
+
+
+2025-07-01 19:30:25,137 - INFO - Epoch: 0280 / 1300	lr: 3.246e-05
+2025-07-01 19:31:11,501 - INFO - Training: cls_zice: 11.660823669433594; reg_zipnll: -6.530601320266723; aux_mae_loss_1: 11.127568435668945; aux_mae_loss_2: 1.7012693989276886; cnt_loss: 2.2668356227874757;
+2025-07-01 19:31:12,028 - INFO - Evaluation:
+Curr mae: 6.4127; 	 Best mae: 6.4127; 6.4354; 6.4656; 6.4896; 6.5095;
+Curr rmse: 10.1915; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0502; 	 Best nae: 0.0496; 0.0499; 0.0502; 0.0503; 0.0512;
+
+
+
+2025-07-01 19:31:12,028 - INFO - Epoch: 0281 / 1300	lr: 3.156e-05
+2025-07-01 19:31:58,536 - INFO - Training: cls_zice: 12.561614027023316; reg_zipnll: -2.18532301902771; aux_mae_loss_1: 11.85589750289917; aux_mae_loss_2: 1.7641153049468994; cnt_loss: 2.260620565414429;
+2025-07-01 19:31:58,537 - INFO - Evaluation:
+Curr mae: 6.8558; 	 Best mae: 6.4127; 6.4354; 6.4656; 6.4896; 6.5095;
+Curr rmse: 10.9292; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0519; 	 Best nae: 0.0496; 0.0499; 0.0502; 0.0503; 0.0512;
+
+
+
+2025-07-01 19:31:58,537 - INFO - Epoch: 0282 / 1300	lr: 3.066e-05
+2025-07-01 19:32:44,963 - INFO - Training: cls_zice: 10.978830990791321; reg_zipnll: -7.493739948272705; aux_mae_loss_1: 11.078514065742493; aux_mae_loss_2: 1.6896963691711426; cnt_loss: 2.0802781701087953;
+2025-07-01 19:32:44,963 - INFO - Evaluation:
+Curr mae: 6.7264; 	 Best mae: 6.4127; 6.4354; 6.4656; 6.4896; 6.5095;
+Curr rmse: 10.9150; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0520; 	 Best nae: 0.0496; 0.0499; 0.0502; 0.0503; 0.0512;
+
+
+
+2025-07-01 19:32:44,964 - INFO - Epoch: 0283 / 1300	lr: 2.978e-05
+2025-07-01 19:33:31,473 - INFO - Training: cls_zice: 11.256130719184876; reg_zipnll: -3.49294171333313; aux_mae_loss_1: 10.954083757400513; aux_mae_loss_2: 1.6300324141979217; cnt_loss: 2.073612973690033;
+2025-07-01 19:33:32,565 - INFO - Evaluation:
+Curr mae: 6.4468; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4896;
+Curr rmse: 10.3007; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0504; 	 Best nae: 0.0496; 0.0499; 0.0502; 0.0503; 0.0504;
+
+
+
+2025-07-01 19:33:32,565 - INFO - Epoch: 0284 / 1300	lr: 2.890e-05
+2025-07-01 19:34:19,155 - INFO - Training: cls_zice: 11.791510362625122; reg_zipnll: -3.7179172611236573; aux_mae_loss_1: 11.286054067611694; aux_mae_loss_2: 1.7078832852840424; cnt_loss: 2.2052451276779177;
+2025-07-01 19:34:19,156 - INFO - Evaluation:
+Curr mae: 6.8475; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4896;
+Curr rmse: 10.7801; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0532; 	 Best nae: 0.0496; 0.0499; 0.0502; 0.0503; 0.0504;
+
+
+
+2025-07-01 19:34:19,156 - INFO - Epoch: 0285 / 1300	lr: 2.803e-05
+2025-07-01 19:35:05,666 - INFO - Training: cls_zice: 11.898700742721557; reg_zipnll: -0.5629540824890137; aux_mae_loss_1: 11.170783262252808; aux_mae_loss_2: 1.6511669969558715; cnt_loss: 1.9398171043395995;
+2025-07-01 19:35:05,667 - INFO - Evaluation:
+Curr mae: 6.7478; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4896;
+Curr rmse: 10.9432; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0519; 	 Best nae: 0.0496; 0.0499; 0.0502; 0.0503; 0.0504;
+
+
+
+2025-07-01 19:35:05,667 - INFO - Epoch: 0286 / 1300	lr: 2.717e-05
+2025-07-01 19:35:52,170 - INFO - Training: cls_zice: 10.849368143081666; reg_zipnll: -3.942556576728821; aux_mae_loss_1: 10.643531923294068; aux_mae_loss_2: 1.6360681974887847; cnt_loss: 2.0457607102394104;
+2025-07-01 19:35:52,171 - INFO - Evaluation:
+Curr mae: 6.7247; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4896;
+Curr rmse: 10.8315; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0509; 	 Best nae: 0.0496; 0.0499; 0.0502; 0.0503; 0.0504;
+
+
+
+2025-07-01 19:35:52,171 - INFO - Epoch: 0287 / 1300	lr: 2.631e-05
+2025-07-01 19:36:38,723 - INFO - Training: cls_zice: 11.63991171836853; reg_zipnll: -5.494998536109924; aux_mae_loss_1: 10.72268774986267; aux_mae_loss_2: 1.5890467619895936; cnt_loss: 2.0228949654102326;
+2025-07-01 19:36:38,724 - INFO - Evaluation:
+Curr mae: 6.8262; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4896;
+Curr rmse: 10.9360; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0552; 	 Best nae: 0.0496; 0.0499; 0.0502; 0.0503; 0.0504;
+
+
+
+2025-07-01 19:36:38,724 - INFO - Epoch: 0288 / 1300	lr: 2.547e-05
+2025-07-01 19:37:25,312 - INFO - Training: cls_zice: 11.692767720222474; reg_zipnll: -6.57696720123291; aux_mae_loss_1: 10.745641965866088; aux_mae_loss_2: 1.6103210985660552; cnt_loss: 2.306533461213112;
+2025-07-01 19:37:26,416 - INFO - Evaluation:
+Curr mae: 6.4814; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.6059; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0499; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:37:26,416 - INFO - Epoch: 0289 / 1300	lr: 2.464e-05
+2025-07-01 19:38:13,177 - INFO - Training: cls_zice: 11.074364309310914; reg_zipnll: -2.514205961227417; aux_mae_loss_1: 10.894855222702027; aux_mae_loss_2: 1.606929281949997; cnt_loss: 1.9773464679718018;
+2025-07-01 19:38:13,177 - INFO - Evaluation:
+Curr mae: 6.8362; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.7308; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0541; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:38:13,177 - INFO - Epoch: 0290 / 1300	lr: 2.381e-05
+2025-07-01 19:38:59,853 - INFO - Training: cls_zice: 11.475724291801452; reg_zipnll: -7.350284929275513; aux_mae_loss_1: 10.77958752632141; aux_mae_loss_2: 1.5975848829746246; cnt_loss: 2.024726436138153;
+2025-07-01 19:38:59,854 - INFO - Evaluation:
+Curr mae: 6.7939; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.6808; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0516; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:38:59,854 - INFO - Epoch: 0291 / 1300	lr: 2.300e-05
+2025-07-01 19:39:46,043 - INFO - Training: cls_zice: 10.534484384059907; reg_zipnll: -2.5051600551605224; aux_mae_loss_1: 10.297688684463502; aux_mae_loss_2: 1.5589438223838805; cnt_loss: 2.0028403043746947;
+2025-07-01 19:39:46,043 - INFO - Evaluation:
+Curr mae: 6.8545; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.4843; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0547; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:39:46,043 - INFO - Epoch: 0292 / 1300	lr: 2.220e-05
+2025-07-01 19:40:32,513 - INFO - Training: cls_zice: 11.862365870475768; reg_zipnll: -8.089025087356568; aux_mae_loss_1: 11.223751468658447; aux_mae_loss_2: 1.6816692352294922; cnt_loss: 2.1920414471626284;
+2025-07-01 19:40:32,513 - INFO - Evaluation:
+Curr mae: 7.0147; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.2219; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0527; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:40:32,513 - INFO - Epoch: 0293 / 1300	lr: 2.140e-05
+2025-07-01 19:41:19,275 - INFO - Training: cls_zice: 11.24762186050415; reg_zipnll: -3.694614872932434; aux_mae_loss_1: 10.870931463241577; aux_mae_loss_2: 1.630271600484848; cnt_loss: 1.9706651401519775;
+2025-07-01 19:41:19,276 - INFO - Evaluation:
+Curr mae: 7.0069; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.2194; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0540; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:41:19,276 - INFO - Epoch: 0294 / 1300	lr: 2.062e-05
+2025-07-01 19:42:05,887 - INFO - Training: cls_zice: 11.009336738586425; reg_zipnll: -8.011279907226562; aux_mae_loss_1: 11.012522163391113; aux_mae_loss_2: 1.6650726222991943; cnt_loss: 1.8451479411125182;
+2025-07-01 19:42:05,887 - INFO - Evaluation:
+Curr mae: 6.5543; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.4573; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0504; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:42:05,887 - INFO - Epoch: 0295 / 1300	lr: 1.985e-05
+2025-07-01 19:42:52,530 - INFO - Training: cls_zice: 10.835133981704711; reg_zipnll: -6.252960987091065; aux_mae_loss_1: 10.146775770187379; aux_mae_loss_2: 1.5210389339923858; cnt_loss: 1.7776743429899216;
+2025-07-01 19:42:52,530 - INFO - Evaluation:
+Curr mae: 6.7237; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8318; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0518; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:42:52,531 - INFO - Epoch: 0296 / 1300	lr: 1.910e-05
+2025-07-01 19:43:39,175 - INFO - Training: cls_zice: 10.624016861915589; reg_zipnll: -2.4227342128753664; aux_mae_loss_1: 10.24320182800293; aux_mae_loss_2: 1.5375825357437134; cnt_loss: 1.8525647723674774;
+2025-07-01 19:43:39,176 - INFO - Evaluation:
+Curr mae: 6.8338; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0290; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0521; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:43:39,176 - INFO - Epoch: 0297 / 1300	lr: 1.835e-05
+2025-07-01 19:44:25,795 - INFO - Training: cls_zice: 10.886073727607727; reg_zipnll: -7.516232357025147; aux_mae_loss_1: 11.052977638244629; aux_mae_loss_2: 1.6395571732521057; cnt_loss: 1.9191029822826386;
+2025-07-01 19:44:25,796 - INFO - Evaluation:
+Curr mae: 6.7203; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8479; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0518; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:44:25,796 - INFO - Epoch: 0298 / 1300	lr: 1.762e-05
+2025-07-01 19:45:12,668 - INFO - Training: cls_zice: 11.15729882478714; reg_zipnll: -5.233121023178101; aux_mae_loss_1: 10.57309476852417; aux_mae_loss_2: 1.5171729063987731; cnt_loss: 1.9633120310306549;
+2025-07-01 19:45:12,669 - INFO - Evaluation:
+Curr mae: 6.8467; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8826; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0533; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:45:12,669 - INFO - Epoch: 0299 / 1300	lr: 1.690e-05
+2025-07-01 19:45:59,007 - INFO - Training: cls_zice: 10.558912630081176; reg_zipnll: -5.030393886566162; aux_mae_loss_1: 10.020979537963868; aux_mae_loss_2: 1.4433486306667327; cnt_loss: 1.5941138505935668;
+2025-07-01 19:45:59,008 - INFO - Evaluation:
+Curr mae: 6.6749; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.5504; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0531; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:45:59,008 - INFO - Epoch: 0300 / 1300	lr: 1.619e-05
+2025-07-01 19:46:45,957 - INFO - Training: cls_zice: 10.982666816711426; reg_zipnll: -3.4696633052825927; aux_mae_loss_1: 10.567601375579834; aux_mae_loss_2: 1.574780706167221; cnt_loss: 1.8180094504356383;
+2025-07-01 19:46:45,958 - INFO - Evaluation:
+Curr mae: 6.9701; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9776; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0524; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:46:48,855 - INFO - Epoch: 0301 / 1300	lr: 1.550e-05
+2025-07-01 19:47:35,351 - INFO - Training: cls_zice: 11.173123369216919; reg_zipnll: -8.77952706336975; aux_mae_loss_1: 10.942217044830322; aux_mae_loss_2: 1.6080538368225097; cnt_loss: 1.8603650403022767;
+2025-07-01 19:47:35,352 - INFO - Evaluation:
+Curr mae: 6.7169; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.5004; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0521; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:47:35,352 - INFO - Epoch: 0302 / 1300	lr: 1.482e-05
+2025-07-01 19:48:22,137 - INFO - Training: cls_zice: 11.832271156311036; reg_zipnll: -10.122110872268676; aux_mae_loss_1: 11.284040770530702; aux_mae_loss_2: 1.6462074553966521; cnt_loss: 2.1343296897411346;
+2025-07-01 19:48:22,137 - INFO - Evaluation:
+Curr mae: 7.0218; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0459; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0557; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:48:22,137 - INFO - Epoch: 0303 / 1300	lr: 1.415e-05
+2025-07-01 19:49:08,649 - INFO - Training: cls_zice: 11.714584579467774; reg_zipnll: -12.909255266189575; aux_mae_loss_1: 11.520839624404907; aux_mae_loss_2: 1.7445307600498199; cnt_loss: 2.0655268251895906;
+2025-07-01 19:49:08,650 - INFO - Evaluation:
+Curr mae: 7.1349; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9821; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0541; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:49:08,650 - INFO - Epoch: 0304 / 1300	lr: 1.350e-05
+2025-07-01 19:49:54,925 - INFO - Training: cls_zice: 10.714696917533875; reg_zipnll: -8.255681003630162; aux_mae_loss_1: 10.27143669128418; aux_mae_loss_2: 1.516028664112091; cnt_loss: 1.72927192568779;
+2025-07-01 19:49:54,926 - INFO - Evaluation:
+Curr mae: 6.9859; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0806; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0539; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:49:54,926 - INFO - Epoch: 0305 / 1300	lr: 1.286e-05
+2025-07-01 19:50:41,756 - INFO - Training: cls_zice: 10.394794721603393; reg_zipnll: -8.37017056941986; aux_mae_loss_1: 10.638858938217163; aux_mae_loss_2: 1.591174305677414; cnt_loss: 1.9164270281791687;
+2025-07-01 19:50:41,756 - INFO - Evaluation:
+Curr mae: 6.9282; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1413; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0525; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:50:41,757 - INFO - Epoch: 0306 / 1300	lr: 1.224e-05
+2025-07-01 19:51:28,114 - INFO - Training: cls_zice: 10.878170118331909; reg_zipnll: -6.037426829338074; aux_mae_loss_1: 9.973628315925598; aux_mae_loss_2: 1.47516561627388; cnt_loss: 1.6435829257965089;
+2025-07-01 19:51:28,115 - INFO - Evaluation:
+Curr mae: 6.8735; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9565; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0527; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:51:28,115 - INFO - Epoch: 0307 / 1300	lr: 1.163e-05
+2025-07-01 19:52:14,779 - INFO - Training: cls_zice: 10.494167199134827; reg_zipnll: -10.204042510986328; aux_mae_loss_1: 10.608431673049926; aux_mae_loss_2: 1.59509157538414; cnt_loss: 1.9028633034229279;
+2025-07-01 19:52:14,780 - INFO - Evaluation:
+Curr mae: 6.7670; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.5733; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0525; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:52:14,780 - INFO - Epoch: 0308 / 1300	lr: 1.103e-05
+2025-07-01 19:53:01,193 - INFO - Training: cls_zice: 10.802395677566528; reg_zipnll: -5.802649643421173; aux_mae_loss_1: 10.295695371627808; aux_mae_loss_2: 1.4840418243408202; cnt_loss: 1.7116712522506714;
+2025-07-01 19:53:01,194 - INFO - Evaluation:
+Curr mae: 6.8259; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.7611; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0533; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:53:01,194 - INFO - Epoch: 0309 / 1300	lr: 1.045e-05
+2025-07-01 19:53:47,853 - INFO - Training: cls_zice: 10.65093008607626; reg_zipnll: -7.214673347473145; aux_mae_loss_1: 10.582347574234008; aux_mae_loss_2: 1.5877936792373657; cnt_loss: 1.6720391607284546;
+2025-07-01 19:53:47,854 - INFO - Evaluation:
+Curr mae: 6.7377; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.6885; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0515; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:53:47,854 - INFO - Epoch: 0310 / 1300	lr: 9.890e-06
+2025-07-01 19:54:34,136 - INFO - Training: cls_zice: 10.617049808502196; reg_zipnll: -4.829825835227966; aux_mae_loss_1: 10.123933753967286; aux_mae_loss_2: 1.4411500072479249; cnt_loss: 1.6668021416664123;
+2025-07-01 19:54:34,136 - INFO - Evaluation:
+Curr mae: 6.8036; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8211; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0529; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:54:34,136 - INFO - Epoch: 0311 / 1300	lr: 9.342e-06
+2025-07-01 19:55:20,519 - INFO - Training: cls_zice: 10.736737446784973; reg_zipnll: -6.082470006942749; aux_mae_loss_1: 10.347819156646729; aux_mae_loss_2: 1.5440980529785155; cnt_loss: 1.7064395499229432;
+2025-07-01 19:55:20,520 - INFO - Evaluation:
+Curr mae: 6.8838; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8358; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0525; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:55:20,520 - INFO - Epoch: 0312 / 1300	lr: 8.810e-06
+2025-07-01 19:56:07,084 - INFO - Training: cls_zice: 10.831790437698364; reg_zipnll: -5.090987691879272; aux_mae_loss_1: 10.474411497116089; aux_mae_loss_2: 1.5320477592945099; cnt_loss: 1.765498900413513;
+2025-07-01 19:56:07,085 - INFO - Evaluation:
+Curr mae: 6.8941; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1205; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0525; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:56:07,085 - INFO - Epoch: 0313 / 1300	lr: 8.294e-06
+2025-07-01 19:56:53,587 - INFO - Training: cls_zice: 10.895566964149475; reg_zipnll: -8.068383245468139; aux_mae_loss_1: 10.445774116516112; aux_mae_loss_2: 1.5532751655578614; cnt_loss: 1.8157591807842255;
+2025-07-01 19:56:53,588 - INFO - Evaluation:
+Curr mae: 6.8403; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1695; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0516; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:56:53,588 - INFO - Epoch: 0314 / 1300	lr: 7.795e-06
+2025-07-01 19:57:40,178 - INFO - Training: cls_zice: 10.23667278289795; reg_zipnll: -5.172526693344116; aux_mae_loss_1: 9.88693639755249; aux_mae_loss_2: 1.4569063401222229; cnt_loss: 1.5910207223892212;
+2025-07-01 19:57:40,179 - INFO - Evaluation:
+Curr mae: 6.7444; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8673; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0521; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:57:40,179 - INFO - Epoch: 0315 / 1300	lr: 7.311e-06
+2025-07-01 19:58:26,718 - INFO - Training: cls_zice: 10.190785570144653; reg_zipnll: -4.275324392318725; aux_mae_loss_1: 9.80879846572876; aux_mae_loss_2: 1.4631739783287048; cnt_loss: 1.7725443828105927;
+2025-07-01 19:58:26,718 - INFO - Evaluation:
+Curr mae: 6.7393; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9991; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0521; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:58:26,718 - INFO - Epoch: 0316 / 1300	lr: 6.845e-06
+2025-07-01 19:59:13,216 - INFO - Training: cls_zice: 10.981560380458832; reg_zipnll: -8.07669991016388; aux_mae_loss_1: 10.301142563819885; aux_mae_loss_2: 1.5101077127456666; cnt_loss: 1.6913801729679108;
+2025-07-01 19:59:13,217 - INFO - Evaluation:
+Curr mae: 6.9068; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.2511; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0532; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:59:13,217 - INFO - Epoch: 0317 / 1300	lr: 6.395e-06
+2025-07-01 19:59:59,798 - INFO - Training: cls_zice: 9.707916243076324; reg_zipnll: -2.9701106119155884; aux_mae_loss_1: 9.347152585983276; aux_mae_loss_2: 1.3643841052055359; cnt_loss: 1.476587542295456;
+2025-07-01 19:59:59,799 - INFO - Evaluation:
+Curr mae: 6.8709; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1817; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0536; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 19:59:59,799 - INFO - Epoch: 0318 / 1300	lr: 5.962e-06
+2025-07-01 20:00:46,335 - INFO - Training: cls_zice: 10.621174731254577; reg_zipnll: -2.036070103645325; aux_mae_loss_1: 10.427086958885193; aux_mae_loss_2: 1.5022042047977449; cnt_loss: 1.6170757174491883;
+2025-07-01 20:00:46,336 - INFO - Evaluation:
+Curr mae: 6.8781; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1167; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0541; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:00:46,336 - INFO - Epoch: 0319 / 1300	lr: 5.547e-06
+2025-07-01 20:01:33,118 - INFO - Training: cls_zice: 10.114730656147003; reg_zipnll: -10.596502752304078; aux_mae_loss_1: 10.195468587875366; aux_mae_loss_2: 1.4819270181655884; cnt_loss: 1.6214892733097077;
+2025-07-01 20:01:33,119 - INFO - Evaluation:
+Curr mae: 6.7421; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8868; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0522; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:01:33,119 - INFO - Epoch: 0320 / 1300	lr: 5.149e-06
+2025-07-01 20:02:19,723 - INFO - Training: cls_zice: 10.154898626804352; reg_zipnll: -5.383629093170166; aux_mae_loss_1: 10.04723087310791; aux_mae_loss_2: 1.4585754990577697; cnt_loss: 1.5005195152759552;
+2025-07-01 20:02:19,724 - INFO - Evaluation:
+Curr mae: 6.8353; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0895; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0519; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:02:19,724 - INFO - Epoch: 0321 / 1300	lr: 4.768e-06
+2025-07-01 20:03:06,166 - INFO - Training: cls_zice: 10.456984601020814; reg_zipnll: -5.802207865715027; aux_mae_loss_1: 9.71312629699707; aux_mae_loss_2: 1.405295001268387; cnt_loss: 1.5554661214351655;
+2025-07-01 20:03:06,166 - INFO - Evaluation:
+Curr mae: 6.9557; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1557; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0550; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:03:06,166 - INFO - Epoch: 0322 / 1300	lr: 4.405e-06
+2025-07-01 20:03:52,574 - INFO - Training: cls_zice: 10.898886499404908; reg_zipnll: -9.530054998397826; aux_mae_loss_1: 10.662884674072266; aux_mae_loss_2: 1.5654265296459198; cnt_loss: 1.6985472202301026;
+2025-07-01 20:03:52,574 - INFO - Evaluation:
+Curr mae: 6.9572; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.3827; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0524; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:03:52,574 - INFO - Epoch: 0323 / 1300	lr: 4.060e-06
+2025-07-01 20:04:38,980 - INFO - Training: cls_zice: 10.983687076568604; reg_zipnll: -7.926573419570923; aux_mae_loss_1: 10.679090461730958; aux_mae_loss_2: 1.558074392080307; cnt_loss: 1.7541408884525298;
+2025-07-01 20:04:38,980 - INFO - Evaluation:
+Curr mae: 6.8321; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0478; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0528; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:04:38,980 - INFO - Epoch: 0324 / 1300	lr: 3.732e-06
+2025-07-01 20:05:25,779 - INFO - Training: cls_zice: 11.010340304374695; reg_zipnll: -10.3807022190094; aux_mae_loss_1: 10.548952255249024; aux_mae_loss_2: 1.5261319005489349; cnt_loss: 1.665208452939987;
+2025-07-01 20:05:25,780 - INFO - Evaluation:
+Curr mae: 6.7536; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9493; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0521; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:05:25,780 - INFO - Epoch: 0325 / 1300	lr: 3.423e-06
+2025-07-01 20:06:12,414 - INFO - Training: cls_zice: 9.854053382873536; reg_zipnll: -2.2810705137252807; aux_mae_loss_1: 9.451509761810303; aux_mae_loss_2: 1.3715867280960083; cnt_loss: 1.5007412350177765;
+2025-07-01 20:06:12,415 - INFO - Evaluation:
+Curr mae: 6.8364; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0839; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0529; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:06:12,415 - INFO - Epoch: 0326 / 1300	lr: 3.131e-06
+2025-07-01 20:06:59,156 - INFO - Training: cls_zice: 10.84039165019989; reg_zipnll: -11.07863317489624; aux_mae_loss_1: 11.007414207458496; aux_mae_loss_2: 1.6041354155540466; cnt_loss: 1.3789633536338806;
+2025-07-01 20:06:59,157 - INFO - Evaluation:
+Curr mae: 6.9029; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.2144; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0535; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:06:59,157 - INFO - Epoch: 0327 / 1300	lr: 2.858e-06
+2025-07-01 20:07:45,642 - INFO - Training: cls_zice: 10.305038766860962; reg_zipnll: -8.406047825813294; aux_mae_loss_1: 10.068325510025025; aux_mae_loss_2: 1.4603430807590485; cnt_loss: 1.6586713790893555;
+2025-07-01 20:07:45,643 - INFO - Evaluation:
+Curr mae: 6.9701; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.2708; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0535; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:07:45,643 - INFO - Epoch: 0328 / 1300	lr: 2.604e-06
+2025-07-01 20:08:32,480 - INFO - Training: cls_zice: 10.205569398403167; reg_zipnll: 0.16480847358703613; aux_mae_loss_1: 9.732304439544677; aux_mae_loss_2: 1.4255734956264496; cnt_loss: 1.32324234187603;
+2025-07-01 20:08:32,481 - INFO - Evaluation:
+Curr mae: 6.9268; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.3546; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0521; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:08:32,481 - INFO - Epoch: 0329 / 1300	lr: 2.368e-06
+2025-07-01 20:09:18,953 - INFO - Training: cls_zice: 11.098347296714783; reg_zipnll: -11.861212959289551; aux_mae_loss_1: 10.400862846374512; aux_mae_loss_2: 1.4922747361660003; cnt_loss: 1.6019209933280945;
+2025-07-01 20:09:18,953 - INFO - Evaluation:
+Curr mae: 6.8830; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.2512; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0520; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:09:18,953 - INFO - Epoch: 0330 / 1300	lr: 2.150e-06
+2025-07-01 20:10:05,151 - INFO - Training: cls_zice: 10.125874128341675; reg_zipnll: -5.415732479095459; aux_mae_loss_1: 9.80397804260254; aux_mae_loss_2: 1.416338210105896; cnt_loss: 1.5273562896251678;
+2025-07-01 20:10:05,152 - INFO - Evaluation:
+Curr mae: 6.8558; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0484; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0534; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:10:05,152 - INFO - Epoch: 0331 / 1300	lr: 1.951e-06
+2025-07-01 20:10:51,796 - INFO - Training: cls_zice: 10.005337705612183; reg_zipnll: -9.170632538795472; aux_mae_loss_1: 10.384770226478576; aux_mae_loss_2: 1.5243792986869813; cnt_loss: 1.4123467713594438;
+2025-07-01 20:10:51,796 - INFO - Evaluation:
+Curr mae: 6.9254; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1817; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0543; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:10:51,796 - INFO - Epoch: 0332 / 1300	lr: 1.771e-06
+2025-07-01 20:11:38,464 - INFO - Training: cls_zice: 10.802707705497742; reg_zipnll: -9.312163515090942; aux_mae_loss_1: 10.33274574279785; aux_mae_loss_2: 1.4899731385707855; cnt_loss: 1.5230402326583863;
+2025-07-01 20:11:38,465 - INFO - Evaluation:
+Curr mae: 6.9290; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.3158; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0531; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:11:38,465 - INFO - Epoch: 0333 / 1300	lr: 1.609e-06
+2025-07-01 20:12:25,218 - INFO - Training: cls_zice: 10.239147419929504; reg_zipnll: -7.003554315567016; aux_mae_loss_1: 9.982135314941406; aux_mae_loss_2: 1.4267417442798616; cnt_loss: 1.4381880182027817;
+2025-07-01 20:12:25,219 - INFO - Evaluation:
+Curr mae: 6.7726; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0253; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0520; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:12:25,219 - INFO - Epoch: 0334 / 1300	lr: 1.467e-06
+2025-07-01 20:13:11,946 - INFO - Training: cls_zice: 10.522312576770782; reg_zipnll: -8.466563580036164; aux_mae_loss_1: 10.209971313476563; aux_mae_loss_2: 1.4551729881763458; cnt_loss: 1.6066878712177277;
+2025-07-01 20:13:11,947 - INFO - Evaluation:
+Curr mae: 6.7497; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0081; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0521; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:13:11,947 - INFO - Epoch: 0335 / 1300	lr: 1.343e-06
+2025-07-01 20:13:58,394 - INFO - Training: cls_zice: 10.583942947387696; reg_zipnll: -11.302641878128052; aux_mae_loss_1: 10.696069793701172; aux_mae_loss_2: 1.5994201803207397; cnt_loss: 1.4986388850212098;
+2025-07-01 20:13:58,395 - INFO - Evaluation:
+Curr mae: 6.8134; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1155; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0527; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:13:58,395 - INFO - Epoch: 0336 / 1300	lr: 1.238e-06
+2025-07-01 20:14:45,089 - INFO - Training: cls_zice: 10.16675644159317; reg_zipnll: -6.80861876487732; aux_mae_loss_1: 10.229914231300354; aux_mae_loss_2: 1.516090520620346; cnt_loss: 1.5341468983888626;
+2025-07-01 20:14:45,090 - INFO - Evaluation:
+Curr mae: 6.7777; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9949; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0526; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:14:45,090 - INFO - Epoch: 0337 / 1300	lr: 1.153e-06
+2025-07-01 20:15:31,670 - INFO - Training: cls_zice: 10.3602583026886; reg_zipnll: -3.0878322982788085; aux_mae_loss_1: 9.612519235610963; aux_mae_loss_2: 1.371262332201004; cnt_loss: 1.4424923622608186;
+2025-07-01 20:15:31,670 - INFO - Evaluation:
+Curr mae: 6.7211; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9621; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0522; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:15:31,670 - INFO - Epoch: 0338 / 1300	lr: 1.086e-06
+2025-07-01 20:16:18,343 - INFO - Training: cls_zice: 10.095557851791382; reg_zipnll: -8.987770433425903; aux_mae_loss_1: 10.34101466178894; aux_mae_loss_2: 1.5313672399520875; cnt_loss: 1.5098141658306121;
+2025-07-01 20:16:18,344 - INFO - Evaluation:
+Curr mae: 6.8858; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1133; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0540; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:16:18,344 - INFO - Epoch: 0339 / 1300	lr: 1.038e-06
+2025-07-01 20:17:04,889 - INFO - Training: cls_zice: 10.011500053405761; reg_zipnll: -7.244936819076538; aux_mae_loss_1: 10.112781944274902; aux_mae_loss_2: 1.4837636029720307; cnt_loss: 1.468822206258774;
+2025-07-01 20:17:04,890 - INFO - Evaluation:
+Curr mae: 6.8664; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1337; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0531; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:17:04,890 - INFO - Epoch: 0340 / 1300	lr: 1.010e-06
+2025-07-01 20:17:51,714 - INFO - Training: cls_zice: 9.979369378089904; reg_zipnll: -3.3546594476699827; aux_mae_loss_1: 9.960772051811219; aux_mae_loss_2: 1.430272626876831; cnt_loss: 1.5698086977005006;
+2025-07-01 20:17:51,715 - INFO - Evaluation:
+Curr mae: 6.6936; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8798; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0523; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:17:51,715 - INFO - Epoch: 0341 / 1300	lr: 1.000e-04
+2025-07-01 20:18:38,301 - INFO - Training: cls_zice: 12.842428541183471; reg_zipnll: -7.1456094741821286; aux_mae_loss_1: 12.236434469223022; aux_mae_loss_2: 1.8485901641845703; cnt_loss: 3.0449233293533324;
+2025-07-01 20:18:38,302 - INFO - Evaluation:
+Curr mae: 7.0041; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9902; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0551; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:18:38,302 - INFO - Epoch: 0342 / 1300	lr: 1.000e-04
+2025-07-01 20:19:24,813 - INFO - Training: cls_zice: 14.786745223999024; reg_zipnll: -7.411916127204895; aux_mae_loss_1: 13.768951368331908; aux_mae_loss_2: 2.169050989151001; cnt_loss: 3.4714882946014405;
+2025-07-01 20:19:24,814 - INFO - Evaluation:
+Curr mae: 7.7734; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.1940; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0632; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:19:24,814 - INFO - Epoch: 0343 / 1300	lr: 9.999e-05
+2025-07-01 20:20:11,100 - INFO - Training: cls_zice: 14.7947438621521; reg_zipnll: -5.1345542049407955; aux_mae_loss_1: 14.145266675949097; aux_mae_loss_2: 2.326176550388336; cnt_loss: 4.60064009308815;
+2025-07-01 20:20:11,101 - INFO - Evaluation:
+Curr mae: 8.0560; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 14.9332; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0591; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:20:11,101 - INFO - Epoch: 0344 / 1300	lr: 9.998e-05
+2025-07-01 20:20:57,686 - INFO - Training: cls_zice: 14.424643831253052; reg_zipnll: -4.736954689025879; aux_mae_loss_1: 13.89955909729004; aux_mae_loss_2: 2.2760311198234557; cnt_loss: 4.317554306983948;
+2025-07-01 20:20:57,687 - INFO - Evaluation:
+Curr mae: 8.6235; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 14.4120; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0640; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:20:57,687 - INFO - Epoch: 0345 / 1300	lr: 9.996e-05
+2025-07-01 20:21:44,019 - INFO - Training: cls_zice: 15.96275676727295; reg_zipnll: -4.9864178562164305; aux_mae_loss_1: 14.82410348892212; aux_mae_loss_2: 2.386425750255585; cnt_loss: 4.3073551464080815;
+2025-07-01 20:21:44,020 - INFO - Evaluation:
+Curr mae: 8.0967; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.3996; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0627; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:21:44,020 - INFO - Epoch: 0346 / 1300	lr: 9.994e-05
+2025-07-01 20:22:30,471 - INFO - Training: cls_zice: 14.240619087219239; reg_zipnll: -5.365979995727539; aux_mae_loss_1: 14.166398839950562; aux_mae_loss_2: 2.3726963138580324; cnt_loss: 4.796080193519592;
+2025-07-01 20:22:30,472 - INFO - Evaluation:
+Curr mae: 10.1981; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 16.6340; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0718; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:22:30,472 - INFO - Epoch: 0347 / 1300	lr: 9.991e-05
+2025-07-01 20:23:17,331 - INFO - Training: cls_zice: 14.122579250335694; reg_zipnll: -5.563409585952758; aux_mae_loss_1: 14.237873907089233; aux_mae_loss_2: 2.3022902214527132; cnt_loss: 3.905937147140503;
+2025-07-01 20:23:17,332 - INFO - Evaluation:
+Curr mae: 7.4066; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.0966; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0595; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:23:17,332 - INFO - Epoch: 0348 / 1300	lr: 9.988e-05
+2025-07-01 20:24:03,932 - INFO - Training: cls_zice: 14.284919629096985; reg_zipnll: -4.906836786270142; aux_mae_loss_1: 13.846727809906007; aux_mae_loss_2: 2.2341455256938936; cnt_loss: 3.5813554191589354;
+2025-07-01 20:24:03,933 - INFO - Evaluation:
+Curr mae: 7.7078; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.7893; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0577; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:24:03,933 - INFO - Epoch: 0349 / 1300	lr: 9.985e-05
+2025-07-01 20:24:50,516 - INFO - Training: cls_zice: 13.7196764087677; reg_zipnll: -5.42936222076416; aux_mae_loss_1: 12.98819983482361; aux_mae_loss_2: 2.085693736076355; cnt_loss: 3.4889832305908204;
+2025-07-01 20:24:50,517 - INFO - Evaluation:
+Curr mae: 9.6641; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 15.4395; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0729; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:24:50,518 - INFO - Epoch: 0350 / 1300	lr: 9.981e-05
+2025-07-01 20:25:37,164 - INFO - Training: cls_zice: 13.556320552825929; reg_zipnll: -6.458967790603638; aux_mae_loss_1: 13.415917081832886; aux_mae_loss_2: 2.175636130571365; cnt_loss: 3.7740287303924562;
+2025-07-01 20:25:37,166 - INFO - Evaluation:
+Curr mae: 7.7749; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.1222; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0622; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:25:40,700 - INFO - Epoch: 0351 / 1300	lr: 9.976e-05
+2025-07-01 20:26:27,221 - INFO - Training: cls_zice: 13.634738473892211; reg_zipnll: -3.7140714740753173; aux_mae_loss_1: 12.710674867630004; aux_mae_loss_2: 2.023433508872986; cnt_loss: 3.387305872440338;
+2025-07-01 20:26:27,222 - INFO - Evaluation:
+Curr mae: 8.2088; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.9925; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0618; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:26:27,222 - INFO - Epoch: 0352 / 1300	lr: 9.971e-05
+2025-07-01 20:27:13,743 - INFO - Training: cls_zice: 14.172770910263061; reg_zipnll: -5.682213982343674; aux_mae_loss_1: 13.642821235656738; aux_mae_loss_2: 2.15502738237381; cnt_loss: 3.8513673627376557;
+2025-07-01 20:27:13,744 - INFO - Evaluation:
+Curr mae: 7.8738; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.2815; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0623; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:27:13,744 - INFO - Epoch: 0353 / 1300	lr: 9.966e-05
+2025-07-01 20:28:00,439 - INFO - Training: cls_zice: 13.93785894393921; reg_zipnll: -6.716390638351441; aux_mae_loss_1: 13.466627759933472; aux_mae_loss_2: 2.077866575717926; cnt_loss: 3.1221477246284484;
+2025-07-01 20:28:00,440 - INFO - Evaluation:
+Curr mae: 7.7561; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.4447; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0584; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:28:00,440 - INFO - Epoch: 0354 / 1300	lr: 9.960e-05
+2025-07-01 20:28:46,894 - INFO - Training: cls_zice: 13.583737115859986; reg_zipnll: -10.262404804229737; aux_mae_loss_1: 13.986641998291015; aux_mae_loss_2: 2.1863648509979248; cnt_loss: 3.2890220892429354;
+2025-07-01 20:28:46,895 - INFO - Evaluation:
+Curr mae: 7.5694; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.2841; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0580; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:28:46,895 - INFO - Epoch: 0355 / 1300	lr: 9.953e-05
+2025-07-01 20:29:33,523 - INFO - Training: cls_zice: 14.1590758228302; reg_zipnll: -5.548783760070801; aux_mae_loss_1: 13.379296445846558; aux_mae_loss_2: 2.148018572330475; cnt_loss: 3.6936726808547973;
+2025-07-01 20:29:33,524 - INFO - Evaluation:
+Curr mae: 7.9200; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.8913; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0638; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:29:33,524 - INFO - Epoch: 0356 / 1300	lr: 9.946e-05
+2025-07-01 20:30:20,182 - INFO - Training: cls_zice: 14.686524353027345; reg_zipnll: -6.586203970909119; aux_mae_loss_1: 13.897432680130004; aux_mae_loss_2: 2.17303435921669; cnt_loss: 3.5573928797245027;
+2025-07-01 20:30:20,183 - INFO - Evaluation:
+Curr mae: 9.5567; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 15.6603; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0745; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:30:20,183 - INFO - Epoch: 0357 / 1300	lr: 9.939e-05
+2025-07-01 20:31:06,906 - INFO - Training: cls_zice: 13.956860780715942; reg_zipnll: -5.792216939926147; aux_mae_loss_1: 13.266354522705079; aux_mae_loss_2: 2.09224556684494; cnt_loss: 3.605171871185303;
+2025-07-01 20:31:06,907 - INFO - Evaluation:
+Curr mae: 7.5471; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.2584; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0570; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:31:06,907 - INFO - Epoch: 0358 / 1300	lr: 9.931e-05
+2025-07-01 20:31:53,012 - INFO - Training: cls_zice: 13.731907272338868; reg_zipnll: -7.34132794380188; aux_mae_loss_1: 13.294499197006225; aux_mae_loss_2: 2.132812809944153; cnt_loss: 3.3806915056705473;
+2025-07-01 20:31:53,013 - INFO - Evaluation:
+Curr mae: 8.3764; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 14.1556; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0613; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:31:53,013 - INFO - Epoch: 0359 / 1300	lr: 9.923e-05
+2025-07-01 20:32:39,458 - INFO - Training: cls_zice: 12.360195579528808; reg_zipnll: 2.4058752393722536; aux_mae_loss_1: 12.006551637649537; aux_mae_loss_2: 1.9125664234161377; cnt_loss: 3.213954439163208;
+2025-07-01 20:32:39,459 - INFO - Evaluation:
+Curr mae: 7.2807; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.1551; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0591; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:32:39,459 - INFO - Epoch: 0360 / 1300	lr: 9.914e-05
+2025-07-01 20:33:25,966 - INFO - Training: cls_zice: 13.393049411773681; reg_zipnll: -8.788361988067628; aux_mae_loss_1: 13.200837631225586; aux_mae_loss_2: 2.086778336763382; cnt_loss: 3.3692966151237487;
+2025-07-01 20:33:25,967 - INFO - Evaluation:
+Curr mae: 6.8147; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.4549; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0551; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:33:25,967 - INFO - Epoch: 0361 / 1300	lr: 9.905e-05
+2025-07-01 20:34:12,672 - INFO - Training: cls_zice: 13.310319597721099; reg_zipnll: -4.511966099739075; aux_mae_loss_1: 13.242301216125488; aux_mae_loss_2: 2.155546932220459; cnt_loss: 3.0151717472076416;
+2025-07-01 20:34:12,672 - INFO - Evaluation:
+Curr mae: 7.6614; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.2231; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0564; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:34:12,672 - INFO - Epoch: 0362 / 1300	lr: 9.895e-05
+2025-07-01 20:34:59,185 - INFO - Training: cls_zice: 14.085498046875; reg_zipnll: -9.048070831298828; aux_mae_loss_1: 13.296195697784423; aux_mae_loss_2: 2.1137090802192686; cnt_loss: 3.2752388739585876;
+2025-07-01 20:34:59,186 - INFO - Evaluation:
+Curr mae: 7.8273; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.9077; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0605; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:34:59,186 - INFO - Epoch: 0363 / 1300	lr: 9.885e-05
+2025-07-01 20:35:45,814 - INFO - Training: cls_zice: 13.959337968826294; reg_zipnll: -9.16013614654541; aux_mae_loss_1: 13.642065906524659; aux_mae_loss_2: 2.1967011976242063; cnt_loss: 3.8249471497535708;
+2025-07-01 20:35:45,815 - INFO - Evaluation:
+Curr mae: 7.8236; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.3417; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0635; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:35:45,815 - INFO - Epoch: 0364 / 1300	lr: 9.874e-05
+2025-07-01 20:36:32,370 - INFO - Training: cls_zice: 13.682243480682374; reg_zipnll: -8.783718085289001; aux_mae_loss_1: 13.193804321289063; aux_mae_loss_2: 2.109181281328201; cnt_loss: 3.405211915969849;
+2025-07-01 20:36:32,371 - INFO - Evaluation:
+Curr mae: 6.8229; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1070; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0544; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:36:32,371 - INFO - Epoch: 0365 / 1300	lr: 9.863e-05
+2025-07-01 20:37:19,157 - INFO - Training: cls_zice: 13.44690230846405; reg_zipnll: -4.2201424503326415; aux_mae_loss_1: 12.958000602722167; aux_mae_loss_2: 2.037671649456024; cnt_loss: 3.1878501415252685;
+2025-07-01 20:37:19,158 - INFO - Evaluation:
+Curr mae: 8.1083; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.1680; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0612; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:37:19,158 - INFO - Epoch: 0366 / 1300	lr: 9.852e-05
+2025-07-01 20:38:05,573 - INFO - Training: cls_zice: 12.679025313854218; reg_zipnll: -1.8732090044021605; aux_mae_loss_1: 12.272457084655763; aux_mae_loss_2: 1.8761059653759002; cnt_loss: 3.0344756841659546;
+2025-07-01 20:38:05,574 - INFO - Evaluation:
+Curr mae: 7.5383; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.9369; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0594; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:38:05,574 - INFO - Epoch: 0367 / 1300	lr: 9.840e-05
+2025-07-01 20:38:52,092 - INFO - Training: cls_zice: 12.542849423885345; reg_zipnll: -3.8723132848739623; aux_mae_loss_1: 12.433716831207276; aux_mae_loss_2: 1.9310640692710876; cnt_loss: 2.9766677916049957;
+2025-07-01 20:38:52,093 - INFO - Evaluation:
+Curr mae: 7.5131; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.5276; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0562; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:38:52,093 - INFO - Epoch: 0368 / 1300	lr: 9.827e-05
+2025-07-01 20:39:38,572 - INFO - Training: cls_zice: 13.062640204429627; reg_zipnll: -6.335114703178406; aux_mae_loss_1: 12.960769157409668; aux_mae_loss_2: 2.052216616868973; cnt_loss: 3.414120854139328;
+2025-07-01 20:39:38,573 - INFO - Evaluation:
+Curr mae: 7.9122; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.8985; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0594; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:39:38,573 - INFO - Epoch: 0369 / 1300	lr: 9.814e-05
+2025-07-01 20:40:24,965 - INFO - Training: cls_zice: 13.477652978897094; reg_zipnll: -6.393869891166687; aux_mae_loss_1: 12.483151502609253; aux_mae_loss_2: 1.955690679550171; cnt_loss: 2.94647078871727;
+2025-07-01 20:40:24,966 - INFO - Evaluation:
+Curr mae: 7.9076; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.2254; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0599; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:40:24,966 - INFO - Epoch: 0370 / 1300	lr: 9.801e-05
+2025-07-01 20:41:11,620 - INFO - Training: cls_zice: 12.745419378280639; reg_zipnll: -2.2116228008270262; aux_mae_loss_1: 12.08603669166565; aux_mae_loss_2: 1.8721479177474976; cnt_loss: 2.78413157582283;
+2025-07-01 20:41:11,621 - INFO - Evaluation:
+Curr mae: 7.0273; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.8093; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0537; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:41:11,621 - INFO - Epoch: 0371 / 1300	lr: 9.787e-05
+2025-07-01 20:41:57,884 - INFO - Training: cls_zice: 13.450149745941163; reg_zipnll: -13.219632968902587; aux_mae_loss_1: 13.490927743911744; aux_mae_loss_2: 2.094120717048645; cnt_loss: 3.2019428205490112;
+2025-07-01 20:41:57,885 - INFO - Evaluation:
+Curr mae: 7.0366; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.3280; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0553; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:41:57,885 - INFO - Epoch: 0372 / 1300	lr: 9.773e-05
+2025-07-01 20:42:44,661 - INFO - Training: cls_zice: 13.266040983200073; reg_zipnll: -3.0674256801605226; aux_mae_loss_1: 12.705287017822265; aux_mae_loss_2: 1.99057457447052; cnt_loss: 3.2373333978652954;
+2025-07-01 20:42:44,661 - INFO - Evaluation:
+Curr mae: 7.0068; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.6264; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0561; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:42:44,662 - INFO - Epoch: 0373 / 1300	lr: 9.758e-05
+2025-07-01 20:43:31,644 - INFO - Training: cls_zice: 13.830895614624023; reg_zipnll: -3.3270977210998534; aux_mae_loss_1: 13.507908430099487; aux_mae_loss_2: 2.2164820551872255; cnt_loss: 3.8999224662780763;
+2025-07-01 20:43:31,645 - INFO - Evaluation:
+Curr mae: 7.5705; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.5666; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0610; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:43:31,645 - INFO - Epoch: 0374 / 1300	lr: 9.742e-05
+2025-07-01 20:44:18,081 - INFO - Training: cls_zice: 13.463920574188233; reg_zipnll: -3.7198965835571287; aux_mae_loss_1: 12.426927890777588; aux_mae_loss_2: 1.9502722215652466; cnt_loss: 2.845431685447693;
+2025-07-01 20:44:18,081 - INFO - Evaluation:
+Curr mae: 7.3340; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.1149; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0557; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:44:18,082 - INFO - Epoch: 0375 / 1300	lr: 9.727e-05
+2025-07-01 20:45:04,772 - INFO - Training: cls_zice: 12.947353601455688; reg_zipnll: -7.494270825386048; aux_mae_loss_1: 13.000064516067505; aux_mae_loss_2: 2.0441133761405945; cnt_loss: 3.509274034500122;
+2025-07-01 20:45:04,773 - INFO - Evaluation:
+Curr mae: 7.3759; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.6213; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0567; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:45:04,773 - INFO - Epoch: 0376 / 1300	lr: 9.711e-05
+2025-07-01 20:45:51,542 - INFO - Training: cls_zice: 12.201239483356476; reg_zipnll: -4.8996686840057375; aux_mae_loss_1: 12.12586585521698; aux_mae_loss_2: 1.8953418743610382; cnt_loss: 2.7584379470348357;
+2025-07-01 20:45:51,543 - INFO - Evaluation:
+Curr mae: 6.8205; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.3119; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0538; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:45:51,543 - INFO - Epoch: 0377 / 1300	lr: 9.694e-05
+2025-07-01 20:46:37,887 - INFO - Training: cls_zice: 12.686811909675598; reg_zipnll: -3.0733026933670042; aux_mae_loss_1: 12.290493507385253; aux_mae_loss_2: 1.9166419780254365; cnt_loss: 3.001072051525116;
+2025-07-01 20:46:37,888 - INFO - Evaluation:
+Curr mae: 7.3478; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.5851; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0544; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:46:37,888 - INFO - Epoch: 0378 / 1300	lr: 9.677e-05
+2025-07-01 20:47:24,643 - INFO - Training: cls_zice: 13.405010657310486; reg_zipnll: -14.333182668685913; aux_mae_loss_1: 13.304034929275513; aux_mae_loss_2: 2.0794916808605195; cnt_loss: 3.4641044652462005;
+2025-07-01 20:47:24,644 - INFO - Evaluation:
+Curr mae: 7.5576; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.2855; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0608; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:47:24,644 - INFO - Epoch: 0379 / 1300	lr: 9.660e-05
+2025-07-01 20:48:11,110 - INFO - Training: cls_zice: 12.232114162445068; reg_zipnll: -3.3564377069473266; aux_mae_loss_1: 11.966684646606446; aux_mae_loss_2: 1.8903129744529723; cnt_loss: 3.026610720157623;
+2025-07-01 20:48:11,111 - INFO - Evaluation:
+Curr mae: 7.1343; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.4073; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0583; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:48:11,111 - INFO - Epoch: 0380 / 1300	lr: 9.642e-05
+2025-07-01 20:48:57,878 - INFO - Training: cls_zice: 12.885099003314972; reg_zipnll: -6.959755148887634; aux_mae_loss_1: 11.971290378570556; aux_mae_loss_2: 1.8568271362781525; cnt_loss: 2.9042430078983306;
+2025-07-01 20:48:57,878 - INFO - Evaluation:
+Curr mae: 6.9813; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.8997; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0595; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:48:57,878 - INFO - Epoch: 0381 / 1300	lr: 9.623e-05
+2025-07-01 20:49:44,196 - INFO - Training: cls_zice: 12.923096714019776; reg_zipnll: -6.767342185974121; aux_mae_loss_1: 12.609228448867798; aux_mae_loss_2: 1.933184063434601; cnt_loss: 3.1606315898895265;
+2025-07-01 20:49:44,196 - INFO - Evaluation:
+Curr mae: 7.5628; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.7896; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0588; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:49:44,197 - INFO - Epoch: 0382 / 1300	lr: 9.604e-05
+2025-07-01 20:50:30,633 - INFO - Training: cls_zice: 12.017933530807495; reg_zipnll: -2.6315867137908935; aux_mae_loss_1: 11.926889867782593; aux_mae_loss_2: 1.8477822613716126; cnt_loss: 2.579241899251938;
+2025-07-01 20:50:30,634 - INFO - Evaluation:
+Curr mae: 6.5952; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.6647; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0521; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:50:30,634 - INFO - Epoch: 0383 / 1300	lr: 9.585e-05
+2025-07-01 20:51:17,511 - INFO - Training: cls_zice: 11.736897449493409; reg_zipnll: -5.421382365226745; aux_mae_loss_1: 11.40489351272583; aux_mae_loss_2: 1.7649815940856934; cnt_loss: 2.4988669753074646;
+2025-07-01 20:51:17,512 - INFO - Evaluation:
+Curr mae: 6.6931; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.3974; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0534; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:51:17,512 - INFO - Epoch: 0384 / 1300	lr: 9.565e-05
+2025-07-01 20:52:04,267 - INFO - Training: cls_zice: 13.315852560997008; reg_zipnll: -10.55122859954834; aux_mae_loss_1: 12.893512496948242; aux_mae_loss_2: 2.0072255504131316; cnt_loss: 2.879357144832611;
+2025-07-01 20:52:04,267 - INFO - Evaluation:
+Curr mae: 6.6692; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1556; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0530; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:52:04,267 - INFO - Epoch: 0385 / 1300	lr: 9.545e-05
+2025-07-01 20:52:50,930 - INFO - Training: cls_zice: 11.820044565200806; reg_zipnll: -5.477328176498413; aux_mae_loss_1: 11.763838958740234; aux_mae_loss_2: 1.8688658881187439; cnt_loss: 2.837470545768738;
+2025-07-01 20:52:50,931 - INFO - Evaluation:
+Curr mae: 6.7956; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0172; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0531; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:52:50,931 - INFO - Epoch: 0386 / 1300	lr: 9.525e-05
+2025-07-01 20:53:37,418 - INFO - Training: cls_zice: 13.398322553634644; reg_zipnll: -3.9579466819763183; aux_mae_loss_1: 12.472785606384278; aux_mae_loss_2: 1.973989200592041; cnt_loss: 3.0291524934768677;
+2025-07-01 20:53:37,418 - INFO - Evaluation:
+Curr mae: 8.0019; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.6410; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0582; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:53:37,418 - INFO - Epoch: 0387 / 1300	lr: 9.504e-05
+2025-07-01 20:54:24,291 - INFO - Training: cls_zice: 13.396444387435913; reg_zipnll: -7.96313247680664; aux_mae_loss_1: 13.041088438034057; aux_mae_loss_2: 2.0423585057258604; cnt_loss: 2.9584097492694856;
+2025-07-01 20:54:24,291 - INFO - Evaluation:
+Curr mae: 7.8475; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.7328; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0617; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:54:24,291 - INFO - Epoch: 0388 / 1300	lr: 9.482e-05
+2025-07-01 20:55:10,808 - INFO - Training: cls_zice: 12.49851303100586; reg_zipnll: -0.7135079336166382; aux_mae_loss_1: 11.652331504821777; aux_mae_loss_2: 1.7968747878074647; cnt_loss: 2.656035681962967;
+2025-07-01 20:55:10,809 - INFO - Evaluation:
+Curr mae: 7.0074; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.2200; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0553; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:55:10,809 - INFO - Epoch: 0389 / 1300	lr: 9.460e-05
+2025-07-01 20:55:57,618 - INFO - Training: cls_zice: 12.359251189231873; reg_zipnll: -4.485599565505981; aux_mae_loss_1: 12.24104208946228; aux_mae_loss_2: 1.9242617976665497; cnt_loss: 3.1564731895923615;
+2025-07-01 20:55:57,619 - INFO - Evaluation:
+Curr mae: 7.0738; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.9595; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0553; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:55:57,619 - INFO - Epoch: 0390 / 1300	lr: 9.438e-05
+2025-07-01 20:56:43,957 - INFO - Training: cls_zice: 12.705782699584962; reg_zipnll: -5.327617120742798; aux_mae_loss_1: 12.47300989151001; aux_mae_loss_2: 1.9751307821273805; cnt_loss: 3.243795118331909;
+2025-07-01 20:56:43,958 - INFO - Evaluation:
+Curr mae: 7.5387; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.1034; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0572; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:56:43,958 - INFO - Epoch: 0391 / 1300	lr: 9.416e-05
+2025-07-01 20:57:30,362 - INFO - Training: cls_zice: 11.97735981464386; reg_zipnll: -4.5572347068786625; aux_mae_loss_1: 11.348215656280518; aux_mae_loss_2: 1.769961395263672; cnt_loss: 2.645139045715332;
+2025-07-01 20:57:30,363 - INFO - Evaluation:
+Curr mae: 7.5176; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.1496; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0586; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:57:30,363 - INFO - Epoch: 0392 / 1300	lr: 9.392e-05
+2025-07-01 20:58:16,970 - INFO - Training: cls_zice: 13.251555037498473; reg_zipnll: -5.112442216873169; aux_mae_loss_1: 12.496575212478637; aux_mae_loss_2: 1.9469374573230744; cnt_loss: 2.938454792499542;
+2025-07-01 20:58:16,971 - INFO - Evaluation:
+Curr mae: 7.3959; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.4057; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0588; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:58:16,972 - INFO - Epoch: 0393 / 1300	lr: 9.369e-05
+2025-07-01 20:59:03,483 - INFO - Training: cls_zice: 12.106970052719117; reg_zipnll: -3.9285191822052004; aux_mae_loss_1: 11.783650350570678; aux_mae_loss_2: 1.843293011188507; cnt_loss: 2.7468774485588074;
+2025-07-01 20:59:03,484 - INFO - Evaluation:
+Curr mae: 6.9342; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.8060; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0540; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:59:03,484 - INFO - Epoch: 0394 / 1300	lr: 9.345e-05
+2025-07-01 20:59:49,943 - INFO - Training: cls_zice: 13.073925724029541; reg_zipnll: -8.664373654723168; aux_mae_loss_1: 12.738480644226074; aux_mae_loss_2: 1.9894351625442506; cnt_loss: 2.8462137293815615;
+2025-07-01 20:59:49,944 - INFO - Evaluation:
+Curr mae: 6.6262; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0052; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0528; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 20:59:49,944 - INFO - Epoch: 0395 / 1300	lr: 9.321e-05
+2025-07-01 21:00:36,494 - INFO - Training: cls_zice: 12.196753121614456; reg_zipnll: -7.744127850532532; aux_mae_loss_1: 11.95445701122284; aux_mae_loss_2: 1.9063134908676147; cnt_loss: 3.1772464513778687;
+2025-07-01 21:00:36,495 - INFO - Evaluation:
+Curr mae: 6.8039; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.7051; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0546; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:00:36,495 - INFO - Epoch: 0396 / 1300	lr: 9.296e-05
+2025-07-01 21:01:23,381 - INFO - Training: cls_zice: 12.80994255065918; reg_zipnll: -8.09289122581482; aux_mae_loss_1: 12.397824907302857; aux_mae_loss_2: 1.9868506693840027; cnt_loss: 3.3085793721675874;
+2025-07-01 21:01:23,382 - INFO - Evaluation:
+Curr mae: 6.7573; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.5166; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0525; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:01:23,382 - INFO - Epoch: 0397 / 1300	lr: 9.271e-05
+2025-07-01 21:02:10,134 - INFO - Training: cls_zice: 13.18060245513916; reg_zipnll: -5.542374892234802; aux_mae_loss_1: 12.477154397964478; aux_mae_loss_2: 1.963390440940857; cnt_loss: 3.0009210991859434;
+2025-07-01 21:02:10,135 - INFO - Evaluation:
+Curr mae: 6.9824; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.9629; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0546; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:02:10,135 - INFO - Epoch: 0398 / 1300	lr: 9.245e-05
+2025-07-01 21:02:56,630 - INFO - Training: cls_zice: 11.689269289970397; reg_zipnll: -2.2596893548965453; aux_mae_loss_1: 11.183081331253051; aux_mae_loss_2: 1.7300566339492798; cnt_loss: 2.7112979137897493;
+2025-07-01 21:02:56,631 - INFO - Evaluation:
+Curr mae: 6.8619; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.9104; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0525; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:02:56,631 - INFO - Epoch: 0399 / 1300	lr: 9.219e-05
+2025-07-01 21:03:42,809 - INFO - Training: cls_zice: 12.764578771591186; reg_zipnll: -5.211871690750122; aux_mae_loss_1: 12.11036268234253; aux_mae_loss_2: 1.8841817033290864; cnt_loss: 2.9426180934906006;
+2025-07-01 21:03:42,810 - INFO - Evaluation:
+Curr mae: 7.1183; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.4259; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0586; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:03:42,810 - INFO - Epoch: 0400 / 1300	lr: 9.193e-05
+2025-07-01 21:04:29,205 - INFO - Training: cls_zice: 12.446166019439698; reg_zipnll: -7.648301758766174; aux_mae_loss_1: 11.93881628036499; aux_mae_loss_2: 1.827897754907608; cnt_loss: 2.8111053884029387;
+2025-07-01 21:04:29,206 - INFO - Evaluation:
+Curr mae: 7.8925; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.7399; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0626; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:04:31,708 - INFO - Epoch: 0401 / 1300	lr: 9.166e-05
+2025-07-01 21:05:18,352 - INFO - Training: cls_zice: 12.448725061416626; reg_zipnll: -7.526554713249206; aux_mae_loss_1: 11.929030861854553; aux_mae_loss_2: 1.8947639846801758; cnt_loss: 3.243271508216858;
+2025-07-01 21:05:18,353 - INFO - Evaluation:
+Curr mae: 7.3000; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.2130; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0582; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:05:18,353 - INFO - Epoch: 0402 / 1300	lr: 9.139e-05
+2025-07-01 21:06:04,703 - INFO - Training: cls_zice: 12.670668983459473; reg_zipnll: -5.551222839355469; aux_mae_loss_1: 11.809060878753662; aux_mae_loss_2: 1.834581274986267; cnt_loss: 3.0035952019691465;
+2025-07-01 21:06:04,703 - INFO - Evaluation:
+Curr mae: 7.1116; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.6160; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0560; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:06:04,704 - INFO - Epoch: 0403 / 1300	lr: 9.111e-05
+2025-07-01 21:06:51,417 - INFO - Training: cls_zice: 12.118131093978882; reg_zipnll: -5.248995551168918; aux_mae_loss_1: 12.069939546585083; aux_mae_loss_2: 1.8728593015670776; cnt_loss: 2.779216158390045;
+2025-07-01 21:06:51,417 - INFO - Evaluation:
+Curr mae: 7.1181; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.2164; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0546; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:06:51,418 - INFO - Epoch: 0404 / 1300	lr: 9.083e-05
+2025-07-01 21:07:37,941 - INFO - Training: cls_zice: 12.714369730949402; reg_zipnll: -6.257518820762634; aux_mae_loss_1: 12.145229167938233; aux_mae_loss_2: 1.8685625433921813; cnt_loss: 2.9010469412803648;
+2025-07-01 21:07:37,942 - INFO - Evaluation:
+Curr mae: 7.1313; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.6121; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0551; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:07:37,942 - INFO - Epoch: 0405 / 1300	lr: 9.055e-05
+2025-07-01 21:08:24,260 - INFO - Training: cls_zice: 12.343748140335084; reg_zipnll: -2.91530668258667; aux_mae_loss_1: 11.615862894058228; aux_mae_loss_2: 1.768931533098221; cnt_loss: 2.8697921347618105;
+2025-07-01 21:08:24,261 - INFO - Evaluation:
+Curr mae: 7.3295; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.2020; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0578; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:08:24,261 - INFO - Epoch: 0406 / 1300	lr: 9.026e-05
+2025-07-01 21:09:10,804 - INFO - Training: cls_zice: 12.889620981216432; reg_zipnll: -8.605404462814331; aux_mae_loss_1: 12.47703839302063; aux_mae_loss_2: 1.9323670220375062; cnt_loss: 3.051460063457489;
+2025-07-01 21:09:10,805 - INFO - Evaluation:
+Curr mae: 6.8354; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.0997; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0554; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:09:10,805 - INFO - Epoch: 0407 / 1300	lr: 8.997e-05
+2025-07-01 21:09:57,571 - INFO - Training: cls_zice: 12.267820615768432; reg_zipnll: -9.212112822532653; aux_mae_loss_1: 12.45815327644348; aux_mae_loss_2: 1.9574188661575318; cnt_loss: 3.035663880109787;
+2025-07-01 21:09:57,572 - INFO - Evaluation:
+Curr mae: 8.3512; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.3749; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0608; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:09:57,572 - INFO - Epoch: 0408 / 1300	lr: 8.967e-05
+2025-07-01 21:10:44,182 - INFO - Training: cls_zice: 12.375145955085754; reg_zipnll: -4.141506137847901; aux_mae_loss_1: 11.979842786788941; aux_mae_loss_2: 1.8796877074241638; cnt_loss: 3.198075518608093;
+2025-07-01 21:10:44,182 - INFO - Evaluation:
+Curr mae: 8.5301; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 14.3063; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0618; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:10:44,183 - INFO - Epoch: 0409 / 1300	lr: 8.937e-05
+2025-07-01 21:11:30,489 - INFO - Training: cls_zice: 12.479680709838867; reg_zipnll: -9.846094348430633; aux_mae_loss_1: 12.231485681533814; aux_mae_loss_2: 1.9682141041755676; cnt_loss: 3.1923370242118834;
+2025-07-01 21:11:30,489 - INFO - Evaluation:
+Curr mae: 8.2817; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 15.1467; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0594; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:11:30,490 - INFO - Epoch: 0410 / 1300	lr: 8.907e-05
+2025-07-01 21:12:16,975 - INFO - Training: cls_zice: 12.72514152765274; reg_zipnll: -5.671105394363403; aux_mae_loss_1: 12.08733437538147; aux_mae_loss_2: 1.9303890705108642; cnt_loss: 3.254899116754532;
+2025-07-01 21:12:16,976 - INFO - Evaluation:
+Curr mae: 7.8750; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.3648; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0648; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:12:16,976 - INFO - Epoch: 0411 / 1300	lr: 8.876e-05
+2025-07-01 21:13:03,444 - INFO - Training: cls_zice: 12.137263660430909; reg_zipnll: -3.775618200302124; aux_mae_loss_1: 11.29849274635315; aux_mae_loss_2: 1.7454058170318603; cnt_loss: 2.8203127789497375;
+2025-07-01 21:13:03,445 - INFO - Evaluation:
+Curr mae: 7.2530; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.8101; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0567; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:13:03,445 - INFO - Epoch: 0412 / 1300	lr: 8.845e-05
+2025-07-01 21:13:49,943 - INFO - Training: cls_zice: 11.914380445480347; reg_zipnll: -4.361967782974244; aux_mae_loss_1: 11.797805461883545; aux_mae_loss_2: 1.8598424339294433; cnt_loss: 3.0826428604125975;
+2025-07-01 21:13:49,944 - INFO - Evaluation:
+Curr mae: 7.7754; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.8106; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0634; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:13:49,944 - INFO - Epoch: 0413 / 1300	lr: 8.814e-05
+2025-07-01 21:14:36,526 - INFO - Training: cls_zice: 12.114841055870055; reg_zipnll: -2.6218126440048217; aux_mae_loss_1: 11.491277017593383; aux_mae_loss_2: 1.7167705750465394; cnt_loss: 2.2979739236831667;
+2025-07-01 21:14:36,526 - INFO - Evaluation:
+Curr mae: 7.8056; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.8732; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0602; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:14:36,526 - INFO - Epoch: 0414 / 1300	lr: 8.782e-05
+2025-07-01 21:15:23,147 - INFO - Training: cls_zice: 12.049267456531524; reg_zipnll: -7.371757173538208; aux_mae_loss_1: 11.657570390701293; aux_mae_loss_2: 1.8477994871139527; cnt_loss: 3.252740339040756;
+2025-07-01 21:15:23,148 - INFO - Evaluation:
+Curr mae: 7.1835; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.8126; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0581; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:15:23,148 - INFO - Epoch: 0415 / 1300	lr: 8.750e-05
+2025-07-01 21:16:09,684 - INFO - Training: cls_zice: 12.139822626113892; reg_zipnll: -5.8963455390930175; aux_mae_loss_1: 12.283643217086793; aux_mae_loss_2: 1.8826810550689697; cnt_loss: 2.526143090724945;
+2025-07-01 21:16:09,685 - INFO - Evaluation:
+Curr mae: 7.1050; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.9006; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0581; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:16:09,685 - INFO - Epoch: 0416 / 1300	lr: 8.718e-05
+2025-07-01 21:16:56,031 - INFO - Training: cls_zice: 11.484524879455567; reg_zipnll: -0.7041223907470703; aux_mae_loss_1: 11.250369300842285; aux_mae_loss_2: 1.7259614312648772; cnt_loss: 2.594494140148163;
+2025-07-01 21:16:56,031 - INFO - Evaluation:
+Curr mae: 7.0446; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.8770; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0568; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:16:56,032 - INFO - Epoch: 0417 / 1300	lr: 8.685e-05
+2025-07-01 21:17:42,490 - INFO - Training: cls_zice: 12.583006887435912; reg_zipnll: -4.114065284729004; aux_mae_loss_1: 12.187315101623534; aux_mae_loss_2: 1.8595637440681458; cnt_loss: 2.814850664138794;
+2025-07-01 21:17:42,491 - INFO - Evaluation:
+Curr mae: 7.2984; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.1991; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0581; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:17:42,491 - INFO - Epoch: 0418 / 1300	lr: 8.652e-05
+2025-07-01 21:18:29,133 - INFO - Training: cls_zice: 11.63045616865158; reg_zipnll: -5.936560688018798; aux_mae_loss_1: 11.410912914276123; aux_mae_loss_2: 1.798777312040329; cnt_loss: 2.571550909280777;
+2025-07-01 21:18:29,134 - INFO - Evaluation:
+Curr mae: 6.7251; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.3057; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0566; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:18:29,134 - INFO - Epoch: 0419 / 1300	lr: 8.618e-05
+2025-07-01 21:19:15,842 - INFO - Training: cls_zice: 12.237298221588135; reg_zipnll: -3.487018094062805; aux_mae_loss_1: 12.165215730667114; aux_mae_loss_2: 1.9244470942020415; cnt_loss: 3.0556567430496218;
+2025-07-01 21:19:15,843 - INFO - Evaluation:
+Curr mae: 6.7663; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.8040; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0539; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:19:15,843 - INFO - Epoch: 0420 / 1300	lr: 8.584e-05
+2025-07-01 21:20:02,454 - INFO - Training: cls_zice: 11.779204559326171; reg_zipnll: -0.44531444549560545; aux_mae_loss_1: 11.483482370376587; aux_mae_loss_2: 1.7812655687332153; cnt_loss: 2.802514728307724;
+2025-07-01 21:20:02,455 - INFO - Evaluation:
+Curr mae: 7.2619; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 15.5343; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0531; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:20:02,455 - INFO - Epoch: 0421 / 1300	lr: 8.550e-05
+2025-07-01 21:20:49,167 - INFO - Training: cls_zice: 12.651780548095703; reg_zipnll: -9.738324384689331; aux_mae_loss_1: 11.787555437088013; aux_mae_loss_2: 1.7931510257720946; cnt_loss: 2.5726179265975953;
+2025-07-01 21:20:49,168 - INFO - Evaluation:
+Curr mae: 6.9342; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.4184; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0527; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:20:49,168 - INFO - Epoch: 0422 / 1300	lr: 8.516e-05
+2025-07-01 21:21:35,874 - INFO - Training: cls_zice: 11.957156286239623; reg_zipnll: -4.442605230808258; aux_mae_loss_1: 11.38492985725403; aux_mae_loss_2: 1.7245332467556; cnt_loss: 2.495202465057373;
+2025-07-01 21:21:35,875 - INFO - Evaluation:
+Curr mae: 7.7352; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.8354; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0578; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:21:35,875 - INFO - Epoch: 0423 / 1300	lr: 8.481e-05
+2025-07-01 21:22:22,815 - INFO - Training: cls_zice: 11.480992600917816; reg_zipnll: -4.04300898551941; aux_mae_loss_1: 11.213274326324463; aux_mae_loss_2: 1.6862570607662202; cnt_loss: 2.435140001773834;
+2025-07-01 21:22:22,816 - INFO - Evaluation:
+Curr mae: 7.4292; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.0408; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0593; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:22:22,816 - INFO - Epoch: 0424 / 1300	lr: 8.446e-05
+2025-07-01 21:23:09,378 - INFO - Training: cls_zice: 11.586114206314086; reg_zipnll: -5.235950155258179; aux_mae_loss_1: 11.893295497894288; aux_mae_loss_2: 1.8351796281337738; cnt_loss: 2.4285376119613646;
+2025-07-01 21:23:09,378 - INFO - Evaluation:
+Curr mae: 7.4874; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.2123; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0587; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:23:09,379 - INFO - Epoch: 0425 / 1300	lr: 8.410e-05
+2025-07-01 21:23:55,917 - INFO - Training: cls_zice: 12.54906499862671; reg_zipnll: -5.970641117095948; aux_mae_loss_1: 12.290261955261231; aux_mae_loss_2: 1.8967454385757447; cnt_loss: 3.208879597187042;
+2025-07-01 21:23:55,917 - INFO - Evaluation:
+Curr mae: 7.7943; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.2881; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0623; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:23:55,917 - INFO - Epoch: 0426 / 1300	lr: 8.374e-05
+2025-07-01 21:24:42,298 - INFO - Training: cls_zice: 12.05503978729248; reg_zipnll: -4.789288196563721; aux_mae_loss_1: 11.37361834526062; aux_mae_loss_2: 1.7799489462375642; cnt_loss: 2.80342920422554;
+2025-07-01 21:24:42,299 - INFO - Evaluation:
+Curr mae: 6.8036; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.7416; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0536; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:24:42,299 - INFO - Epoch: 0427 / 1300	lr: 8.338e-05
+2025-07-01 21:25:28,621 - INFO - Training: cls_zice: 10.860585417747497; reg_zipnll: -1.9875460958480835; aux_mae_loss_1: 10.70778169631958; aux_mae_loss_2: 1.6205276799201966; cnt_loss: 2.168545873165131;
+2025-07-01 21:25:28,621 - INFO - Evaluation:
+Curr mae: 7.5727; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.3160; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0594; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:25:28,621 - INFO - Epoch: 0428 / 1300	lr: 8.302e-05
+2025-07-01 21:26:15,264 - INFO - Training: cls_zice: 11.475221991539001; reg_zipnll: -6.228449211120606; aux_mae_loss_1: 10.688894929885864; aux_mae_loss_2: 1.6353210008144379; cnt_loss: 2.2985549688339235;
+2025-07-01 21:26:15,265 - INFO - Evaluation:
+Curr mae: 6.7888; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.4363; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0526; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:26:15,265 - INFO - Epoch: 0429 / 1300	lr: 8.265e-05
+2025-07-01 21:27:01,527 - INFO - Training: cls_zice: 11.236456308364868; reg_zipnll: -4.449176321029663; aux_mae_loss_1: 11.17754804611206; aux_mae_loss_2: 1.7308140742778777; cnt_loss: 2.3405867433547973;
+2025-07-01 21:27:01,528 - INFO - Evaluation:
+Curr mae: 7.9136; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.7729; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0609; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:27:01,528 - INFO - Epoch: 0430 / 1300	lr: 8.228e-05
+2025-07-01 21:27:48,178 - INFO - Training: cls_zice: 11.191636171340942; reg_zipnll: -4.5434547996521; aux_mae_loss_1: 11.041164722442627; aux_mae_loss_2: 1.7215886688232422; cnt_loss: 2.5459925425052643;
+2025-07-01 21:27:48,179 - INFO - Evaluation:
+Curr mae: 7.1174; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.5142; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0542; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:27:48,179 - INFO - Epoch: 0431 / 1300	lr: 8.190e-05
+2025-07-01 21:28:34,791 - INFO - Training: cls_zice: 11.113983027935028; reg_zipnll: 2.732720913887024; aux_mae_loss_1: 10.705386476516724; aux_mae_loss_2: 1.6301441276073456; cnt_loss: 2.511232976913452;
+2025-07-01 21:28:34,792 - INFO - Evaluation:
+Curr mae: 8.1793; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 14.7456; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0562; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:28:34,792 - INFO - Epoch: 0432 / 1300	lr: 8.153e-05
+2025-07-01 21:29:21,299 - INFO - Training: cls_zice: 11.388629579544068; reg_zipnll: -3.0229219436645507; aux_mae_loss_1: 10.8292866897583; aux_mae_loss_2: 1.633978455066681; cnt_loss: 2.357867625951767;
+2025-07-01 21:29:21,299 - INFO - Evaluation:
+Curr mae: 7.6628; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 13.0944; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0571; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:29:21,299 - INFO - Epoch: 0433 / 1300	lr: 8.115e-05
+2025-07-01 21:30:08,095 - INFO - Training: cls_zice: 11.702996954917907; reg_zipnll: -7.40314815044403; aux_mae_loss_1: 11.867746181488037; aux_mae_loss_2: 1.839271981716156; cnt_loss: 2.6422451329231262;
+2025-07-01 21:30:08,096 - INFO - Evaluation:
+Curr mae: 6.6909; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.9282; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0542; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:30:08,096 - INFO - Epoch: 0434 / 1300	lr: 8.076e-05
+2025-07-01 21:30:54,487 - INFO - Training: cls_zice: 11.779719676971435; reg_zipnll: -9.492275276184081; aux_mae_loss_1: 11.331848173141479; aux_mae_loss_2: 1.7496923851966857; cnt_loss: 2.730280989408493;
+2025-07-01 21:30:54,487 - INFO - Evaluation:
+Curr mae: 7.0769; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 12.0610; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0548; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:30:54,488 - INFO - Epoch: 0435 / 1300	lr: 8.038e-05
+2025-07-01 21:31:41,500 - INFO - Training: cls_zice: 12.07828351020813; reg_zipnll: -6.872012577056885; aux_mae_loss_1: 11.35772536277771; aux_mae_loss_2: 1.7290280282497406; cnt_loss: 2.701429364681244;
+2025-07-01 21:31:41,501 - INFO - Evaluation:
+Curr mae: 7.0564; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.3193; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0558; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:31:41,501 - INFO - Epoch: 0436 / 1300	lr: 7.999e-05
+2025-07-01 21:32:28,169 - INFO - Training: cls_zice: 11.472230949401855; reg_zipnll: -4.28652764081955; aux_mae_loss_1: 11.378200912475586; aux_mae_loss_2: 1.7558971118927003; cnt_loss: 2.651452057361603;
+2025-07-01 21:32:28,170 - INFO - Evaluation:
+Curr mae: 6.8009; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.6854; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0549; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:32:28,170 - INFO - Epoch: 0437 / 1300	lr: 7.960e-05
+2025-07-01 21:33:15,079 - INFO - Training: cls_zice: 11.780588426589965; reg_zipnll: -3.72426059961319; aux_mae_loss_1: 10.943368673324585; aux_mae_loss_2: 1.6536485278606414; cnt_loss: 2.2396365034580232;
+2025-07-01 21:33:15,080 - INFO - Evaluation:
+Curr mae: 7.0008; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 11.6982; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0545; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:33:15,080 - INFO - Epoch: 0438 / 1300	lr: 7.920e-05
+2025-07-01 21:34:01,617 - INFO - Training: cls_zice: 10.935099782943725; reg_zipnll: -6.959047889709472; aux_mae_loss_1: 10.486932764053345; aux_mae_loss_2: 1.5725680851936341; cnt_loss: 2.1985108292102815;
+2025-07-01 21:34:01,617 - INFO - Evaluation:
+Curr mae: 6.6315; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.9450; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0529; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:34:01,618 - INFO - Epoch: 0439 / 1300	lr: 7.880e-05
+2025-07-01 21:34:48,196 - INFO - Training: cls_zice: 12.188775477409363; reg_zipnll: -8.609501895904542; aux_mae_loss_1: 12.015401849746704; aux_mae_loss_2: 1.8527124762535094; cnt_loss: 2.7411412382125855;
+2025-07-01 21:34:48,197 - INFO - Evaluation:
+Curr mae: 6.7674; 	 Best mae: 6.4127; 6.4354; 6.4468; 6.4656; 6.4814;
+Curr rmse: 10.5681; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0569; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:34:48,197 - INFO - Epoch: 0440 / 1300	lr: 7.840e-05
+2025-07-01 21:35:34,660 - INFO - Training: cls_zice: 11.918733549118041; reg_zipnll: -6.698261499404907; aux_mae_loss_1: 11.223085365295411; aux_mae_loss_2: 1.7145372700691224; cnt_loss: 2.1814988648891447;
+2025-07-01 21:35:34,835 - INFO - Evaluation:
+Curr mae: 6.4075; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 10.3286; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0514; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:35:34,835 - INFO - Epoch: 0441 / 1300	lr: 7.800e-05
+2025-07-01 21:36:21,455 - INFO - Training: cls_zice: 11.38329496383667; reg_zipnll: -11.61501976966858; aux_mae_loss_1: 11.154907302856445; aux_mae_loss_2: 1.7470681405067443; cnt_loss: 2.6196705508232117;
+2025-07-01 21:36:21,456 - INFO - Evaluation:
+Curr mae: 6.5973; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 10.9353; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0508; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:36:21,456 - INFO - Epoch: 0442 / 1300	lr: 7.760e-05
+2025-07-01 21:37:08,043 - INFO - Training: cls_zice: 11.312364101409912; reg_zipnll: -2.9817278671264646; aux_mae_loss_1: 10.972293252944946; aux_mae_loss_2: 1.7469716656208039; cnt_loss: 2.5547747564315797;
+2025-07-01 21:37:08,044 - INFO - Evaluation:
+Curr mae: 6.4871; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 10.6921; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0519; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:37:08,044 - INFO - Epoch: 0443 / 1300	lr: 7.719e-05
+2025-07-01 21:37:54,487 - INFO - Training: cls_zice: 11.518430399894715; reg_zipnll: -5.939080319404602; aux_mae_loss_1: 10.792253556251525; aux_mae_loss_2: 1.671641274690628; cnt_loss: 2.4014073419570923;
+2025-07-01 21:37:54,488 - INFO - Evaluation:
+Curr mae: 6.6830; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 10.8180; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0525; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:37:54,488 - INFO - Epoch: 0444 / 1300	lr: 7.678e-05
+2025-07-01 21:38:40,933 - INFO - Training: cls_zice: 10.570654821395873; reg_zipnll: 0.9957195234298706; aux_mae_loss_1: 10.146811771392823; aux_mae_loss_2: 1.541895614862442; cnt_loss: 2.2152242922782897;
+2025-07-01 21:38:40,934 - INFO - Evaluation:
+Curr mae: 6.7947; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 11.5821; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0519; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:38:40,934 - INFO - Epoch: 0445 / 1300	lr: 7.636e-05
+2025-07-01 21:39:27,572 - INFO - Training: cls_zice: 11.851183576583862; reg_zipnll: -5.156580762863159; aux_mae_loss_1: 11.741094150543212; aux_mae_loss_2: 1.7711741185188294; cnt_loss: 2.5268655157089235;
+2025-07-01 21:39:27,573 - INFO - Evaluation:
+Curr mae: 7.1008; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 11.6341; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0560; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:39:27,573 - INFO - Epoch: 0446 / 1300	lr: 7.595e-05
+2025-07-01 21:40:13,980 - INFO - Training: cls_zice: 11.975245270729065; reg_zipnll: -8.811580793857575; aux_mae_loss_1: 11.713305282592774; aux_mae_loss_2: 1.7844966125488282; cnt_loss: 2.321610313653946;
+2025-07-01 21:40:13,981 - INFO - Evaluation:
+Curr mae: 6.5855; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 10.5131; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0517; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:40:13,981 - INFO - Epoch: 0447 / 1300	lr: 7.553e-05
+2025-07-01 21:41:00,608 - INFO - Training: cls_zice: 12.095460648536681; reg_zipnll: -9.936735897064208; aux_mae_loss_1: 11.957771339416503; aux_mae_loss_2: 1.7920879662036895; cnt_loss: 2.2709603548049926;
+2025-07-01 21:41:00,609 - INFO - Evaluation:
+Curr mae: 6.5392; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 10.9817; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0509; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:41:00,609 - INFO - Epoch: 0448 / 1300	lr: 7.511e-05
+2025-07-01 21:41:47,457 - INFO - Training: cls_zice: 12.04869978427887; reg_zipnll: -6.389734334945679; aux_mae_loss_1: 11.20556022644043; aux_mae_loss_2: 1.7646478188037873; cnt_loss: 2.7965491580963135;
+2025-07-01 21:41:47,457 - INFO - Evaluation:
+Curr mae: 7.2394; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 11.8244; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0563; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:41:47,458 - INFO - Epoch: 0449 / 1300	lr: 7.469e-05
+2025-07-01 21:42:34,119 - INFO - Training: cls_zice: 9.983666186332703; reg_zipnll: 4.998217091560364; aux_mae_loss_1: 9.601294412612916; aux_mae_loss_2: 1.46244833111763; cnt_loss: 2.005800088644028;
+2025-07-01 21:42:34,120 - INFO - Evaluation:
+Curr mae: 6.5889; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 11.2022; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0510; 	 Best nae: 0.0496; 0.0499; 0.0499; 0.0502; 0.0503;
+
+
+
+2025-07-01 21:42:34,120 - INFO - Epoch: 0450 / 1300	lr: 7.426e-05
+2025-07-01 21:43:20,741 - INFO - Training: cls_zice: 10.062384679317475; reg_zipnll: 1.979422426223755; aux_mae_loss_1: 9.793380289077758; aux_mae_loss_2: 1.4556363260746001; cnt_loss: 1.83413201212883;
+2025-07-01 21:43:20,913 - INFO - Evaluation:
+Curr mae: 6.5228; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 11.1665; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0498; 	 Best nae: 0.0496; 0.0498; 0.0499; 0.0499; 0.0502;
+
+
+
+2025-07-01 21:43:22,274 - INFO - Epoch: 0451 / 1300	lr: 7.383e-05
+2025-07-01 21:44:09,103 - INFO - Training: cls_zice: 11.648837223052979; reg_zipnll: -8.897800226211547; aux_mae_loss_1: 10.843961882591248; aux_mae_loss_2: 1.6575349795818328; cnt_loss: 2.4505271661281585;
+2025-07-01 21:44:09,104 - INFO - Evaluation:
+Curr mae: 6.5246; 	 Best mae: 6.4075; 6.4127; 6.4354; 6.4468; 6.4656;
+Curr rmse: 11.0559; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2412;
+Curr nae: 0.0513; 	 Best nae: 0.0496; 0.0498; 0.0499; 0.0499; 0.0502;
+
+
+
+2025-07-01 21:44:09,104 - INFO - Epoch: 0452 / 1300	lr: 7.340e-05
+2025-07-01 21:44:55,303 - INFO - Training: cls_zice: 10.900807933807373; reg_zipnll: 1.0517760848999023; aux_mae_loss_1: 9.985911960601806; aux_mae_loss_2: 1.469195294380188; cnt_loss: 2.1091730260848998;
+2025-07-01 21:44:56,142 - INFO - Evaluation:
+Curr mae: 5.9474; 	 Best mae: 5.9474; 6.4075; 6.4127; 6.4354; 6.4468;
+Curr rmse: 10.2372; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2372;
+Curr nae: 0.0470; 	 Best nae: 0.0470; 0.0496; 0.0498; 0.0499; 0.0499;
+
+
+
+2025-07-01 21:44:56,142 - INFO - Epoch: 0453 / 1300	lr: 7.297e-05
+2025-07-01 21:45:42,687 - INFO - Training: cls_zice: 10.493603501319885; reg_zipnll: -6.297596235275268; aux_mae_loss_1: 10.362949829101563; aux_mae_loss_2: 1.6011520397663117; cnt_loss: 2.2873239409923554;
+2025-07-01 21:45:42,688 - INFO - Evaluation:
+Curr mae: 8.2301; 	 Best mae: 5.9474; 6.4075; 6.4127; 6.4354; 6.4468;
+Curr rmse: 12.5269; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2372;
+Curr nae: 0.0585; 	 Best nae: 0.0470; 0.0496; 0.0498; 0.0499; 0.0499;
+
+
+
+2025-07-01 21:45:42,688 - INFO - Epoch: 0454 / 1300	lr: 7.254e-05
+2025-07-01 21:46:28,943 - INFO - Training: cls_zice: 10.832025890350343; reg_zipnll: -6.898284854888916; aux_mae_loss_1: 10.94380084991455; aux_mae_loss_2: 1.6585822868347169; cnt_loss: 2.3207820761203766;
+2025-07-01 21:46:28,943 - INFO - Evaluation:
+Curr mae: 7.0881; 	 Best mae: 5.9474; 6.4075; 6.4127; 6.4354; 6.4468;
+Curr rmse: 12.3723; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2372;
+Curr nae: 0.0529; 	 Best nae: 0.0470; 0.0496; 0.0498; 0.0499; 0.0499;
+
+
+
+2025-07-01 21:46:28,944 - INFO - Epoch: 0455 / 1300	lr: 7.210e-05
+2025-07-01 21:47:15,391 - INFO - Training: cls_zice: 10.955218887329101; reg_zipnll: -2.4839388227462766; aux_mae_loss_1: 10.302873783111572; aux_mae_loss_2: 1.5515865468978882; cnt_loss: 2.237560156583786;
+2025-07-01 21:47:15,391 - INFO - Evaluation:
+Curr mae: 6.5430; 	 Best mae: 5.9474; 6.4075; 6.4127; 6.4354; 6.4468;
+Curr rmse: 10.9328; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2372;
+Curr nae: 0.0514; 	 Best nae: 0.0470; 0.0496; 0.0498; 0.0499; 0.0499;
+
+
+
+2025-07-01 21:47:15,391 - INFO - Epoch: 0456 / 1300	lr: 7.166e-05
+2025-07-01 21:48:01,900 - INFO - Training: cls_zice: 10.975914549827575; reg_zipnll: -7.015128192901611; aux_mae_loss_1: 10.684987077713012; aux_mae_loss_2: 1.6297958254814149; cnt_loss: 2.449636015892029;
+2025-07-01 21:48:01,900 - INFO - Evaluation:
+Curr mae: 6.6411; 	 Best mae: 5.9474; 6.4075; 6.4127; 6.4354; 6.4468;
+Curr rmse: 10.4046; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2372;
+Curr nae: 0.0561; 	 Best nae: 0.0470; 0.0496; 0.0498; 0.0499; 0.0499;
+
+
+
+2025-07-01 21:48:01,900 - INFO - Epoch: 0457 / 1300	lr: 7.122e-05
+2025-07-01 21:48:48,538 - INFO - Training: cls_zice: 10.954701504707337; reg_zipnll: -13.76960958480835; aux_mae_loss_1: 11.286931858062744; aux_mae_loss_2: 1.688905428647995; cnt_loss: 2.132747139930725;
+2025-07-01 21:48:48,719 - INFO - Evaluation:
+Curr mae: 6.3615; 	 Best mae: 5.9474; 6.3615; 6.4075; 6.4127; 6.4354;
+Curr rmse: 10.5603; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2372;
+Curr nae: 0.0509; 	 Best nae: 0.0470; 0.0496; 0.0498; 0.0499; 0.0499;
+
+
+
+2025-07-01 21:48:48,719 - INFO - Epoch: 0458 / 1300	lr: 7.078e-05
+2025-07-01 21:49:34,978 - INFO - Training: cls_zice: 11.410265250205994; reg_zipnll: -8.658069381713867; aux_mae_loss_1: 10.909036197662353; aux_mae_loss_2: 1.6738114714622498; cnt_loss: 2.480021620392799;
+2025-07-01 21:49:35,329 - INFO - Evaluation:
+Curr mae: 6.2678; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.4075; 6.4127;
+Curr rmse: 10.4597; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2372;
+Curr nae: 0.0489; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:49:35,329 - INFO - Epoch: 0459 / 1300	lr: 7.034e-05
+2025-07-01 21:50:22,019 - INFO - Training: cls_zice: 11.379532451629638; reg_zipnll: -6.606006097793579; aux_mae_loss_1: 11.315058026313782; aux_mae_loss_2: 1.6763029408454895; cnt_loss: 2.261716136932373;
+2025-07-01 21:50:22,019 - INFO - Evaluation:
+Curr mae: 6.5944; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.4075; 6.4127;
+Curr rmse: 11.0007; 	 Best rmse: 9.9772; 10.1915; 10.1973; 10.2222; 10.2372;
+Curr nae: 0.0515; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:50:22,019 - INFO - Epoch: 0460 / 1300	lr: 6.989e-05
+2025-07-01 21:51:08,683 - INFO - Training: cls_zice: 11.532067725658417; reg_zipnll: -9.800586681365967; aux_mae_loss_1: 10.897971467971802; aux_mae_loss_2: 1.6712439835071564; cnt_loss: 2.3699462461471557;
+2025-07-01 21:51:09,038 - INFO - Evaluation:
+Curr mae: 6.3875; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.1252; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0521; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:51:09,038 - INFO - Epoch: 0461 / 1300	lr: 6.944e-05
+2025-07-01 21:51:55,571 - INFO - Training: cls_zice: 11.202775163650513; reg_zipnll: -5.857851705551147; aux_mae_loss_1: 10.887699728012086; aux_mae_loss_2: 1.6221682345867157; cnt_loss: 2.1180006754398346;
+2025-07-01 21:51:55,572 - INFO - Evaluation:
+Curr mae: 6.4646; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.6436; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0520; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:51:55,572 - INFO - Epoch: 0462 / 1300	lr: 6.899e-05
+2025-07-01 21:52:41,926 - INFO - Training: cls_zice: 10.634766340255737; reg_zipnll: -5.030887526273728; aux_mae_loss_1: 10.853368616104126; aux_mae_loss_2: 1.69125319480896; cnt_loss: 2.3245776104927063;
+2025-07-01 21:52:41,927 - INFO - Evaluation:
+Curr mae: 7.1186; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.8435; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0528; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:52:41,927 - INFO - Epoch: 0463 / 1300	lr: 6.854e-05
+2025-07-01 21:53:28,751 - INFO - Training: cls_zice: 11.252475829124451; reg_zipnll: -7.990571851730347; aux_mae_loss_1: 11.199926195144654; aux_mae_loss_2: 1.7199647164344787; cnt_loss: 1.9710751926898957;
+2025-07-01 21:53:28,752 - INFO - Evaluation:
+Curr mae: 7.2454; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.9108; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0544; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:53:28,752 - INFO - Epoch: 0464 / 1300	lr: 6.809e-05
+2025-07-01 21:54:15,524 - INFO - Training: cls_zice: 10.942502603530883; reg_zipnll: -10.51951271533966; aux_mae_loss_1: 10.636413774490357; aux_mae_loss_2: 1.5964435625076294; cnt_loss: 2.1893107783794403;
+2025-07-01 21:54:15,525 - INFO - Evaluation:
+Curr mae: 6.9357; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.5029; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0572; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:54:15,525 - INFO - Epoch: 0465 / 1300	lr: 6.763e-05
+2025-07-01 21:55:02,057 - INFO - Training: cls_zice: 11.461803712844848; reg_zipnll: -10.429355812072753; aux_mae_loss_1: 11.016363010406494; aux_mae_loss_2: 1.6752437126636506; cnt_loss: 2.158998419046402;
+2025-07-01 21:55:02,057 - INFO - Evaluation:
+Curr mae: 7.0630; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 12.0168; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0531; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:55:02,057 - INFO - Epoch: 0466 / 1300	lr: 6.718e-05
+2025-07-01 21:55:48,693 - INFO - Training: cls_zice: 11.465003137588502; reg_zipnll: -10.652981281280518; aux_mae_loss_1: 10.88092050075531; aux_mae_loss_2: 1.633473665714264; cnt_loss: 2.434589424133301;
+2025-07-01 21:55:48,694 - INFO - Evaluation:
+Curr mae: 6.9349; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.3651; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0560; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:55:48,694 - INFO - Epoch: 0467 / 1300	lr: 6.672e-05
+2025-07-01 21:56:35,292 - INFO - Training: cls_zice: 11.770693445205689; reg_zipnll: -8.97151533126831; aux_mae_loss_1: 10.914953651428222; aux_mae_loss_2: 1.5984278285503388; cnt_loss: 2.101478281021118;
+2025-07-01 21:56:35,293 - INFO - Evaluation:
+Curr mae: 6.8660; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.2681; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0540; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:56:35,293 - INFO - Epoch: 0468 / 1300	lr: 6.626e-05
+2025-07-01 21:57:22,208 - INFO - Training: cls_zice: 10.192163733243943; reg_zipnll: -5.636921133995056; aux_mae_loss_1: 9.421133222579956; aux_mae_loss_2: 1.3946276021003723; cnt_loss: 1.9550729894638061;
+2025-07-01 21:57:22,208 - INFO - Evaluation:
+Curr mae: 6.5891; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.8450; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0503; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:57:22,209 - INFO - Epoch: 0469 / 1300	lr: 6.580e-05
+2025-07-01 21:58:09,231 - INFO - Training: cls_zice: 10.22138964176178; reg_zipnll: -5.811921558380127; aux_mae_loss_1: 9.725563011169434; aux_mae_loss_2: 1.4671718680858612; cnt_loss: 2.0377665549516677;
+2025-07-01 21:58:09,232 - INFO - Evaluation:
+Curr mae: 6.9697; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 12.7412; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0530; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:58:09,232 - INFO - Epoch: 0470 / 1300	lr: 6.533e-05
+2025-07-01 21:58:55,931 - INFO - Training: cls_zice: 11.080616216659546; reg_zipnll: -8.821259679794311; aux_mae_loss_1: 10.583009805679321; aux_mae_loss_2: 1.6333649373054504; cnt_loss: 2.3303824162483213;
+2025-07-01 21:58:55,932 - INFO - Evaluation:
+Curr mae: 7.1703; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 12.3086; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0533; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:58:55,932 - INFO - Epoch: 0471 / 1300	lr: 6.487e-05
+2025-07-01 21:59:42,733 - INFO - Training: cls_zice: 10.904967038631439; reg_zipnll: -11.134681587219239; aux_mae_loss_1: 11.356718153953553; aux_mae_loss_2: 1.7918917536735535; cnt_loss: 2.503933487534523;
+2025-07-01 21:59:42,734 - INFO - Evaluation:
+Curr mae: 6.9304; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 12.0806; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0529; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 21:59:42,734 - INFO - Epoch: 0472 / 1300	lr: 6.440e-05
+2025-07-01 22:00:29,626 - INFO - Training: cls_zice: 10.460732998847961; reg_zipnll: -8.297850885391234; aux_mae_loss_1: 9.93110224723816; aux_mae_loss_2: 1.511616232395172; cnt_loss: 2.2464391565322877;
+2025-07-01 22:00:29,626 - INFO - Evaluation:
+Curr mae: 6.7712; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.2674; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0530; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:00:29,626 - INFO - Epoch: 0473 / 1300	lr: 6.394e-05
+2025-07-01 22:01:16,499 - INFO - Training: cls_zice: 10.683456354141235; reg_zipnll: -6.410206165313721; aux_mae_loss_1: 10.238574705123902; aux_mae_loss_2: 1.5210715591907502; cnt_loss: 2.2882009708881377;
+2025-07-01 22:01:16,500 - INFO - Evaluation:
+Curr mae: 6.8409; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.5222; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0525; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:01:16,500 - INFO - Epoch: 0474 / 1300	lr: 6.347e-05
+2025-07-01 22:02:02,924 - INFO - Training: cls_zice: 10.818522229194642; reg_zipnll: -9.371881448030472; aux_mae_loss_1: 10.87946683883667; aux_mae_loss_2: 1.6520896458625793; cnt_loss: 2.3007324850559234;
+2025-07-01 22:02:02,925 - INFO - Evaluation:
+Curr mae: 6.6952; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.0445; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0549; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:02:02,925 - INFO - Epoch: 0475 / 1300	lr: 6.300e-05
+2025-07-01 22:02:49,866 - INFO - Training: cls_zice: 10.521561884880066; reg_zipnll: -4.61424880027771; aux_mae_loss_1: 10.053142232894897; aux_mae_loss_2: 1.5344637429714203; cnt_loss: 2.0776509606838225;
+2025-07-01 22:02:49,867 - INFO - Evaluation:
+Curr mae: 6.4732; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.3931; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0521; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:02:49,867 - INFO - Epoch: 0476 / 1300	lr: 6.253e-05
+2025-07-01 22:03:36,648 - INFO - Training: cls_zice: 10.945488193035125; reg_zipnll: -8.540943880081176; aux_mae_loss_1: 10.584221887588502; aux_mae_loss_2: 1.5606322014331817; cnt_loss: 1.9110197556018829;
+2025-07-01 22:03:36,649 - INFO - Evaluation:
+Curr mae: 6.7051; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.4012; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0543; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:03:36,649 - INFO - Epoch: 0477 / 1300	lr: 6.206e-05
+2025-07-01 22:04:23,348 - INFO - Training: cls_zice: 10.652914242744446; reg_zipnll: -10.79366605758667; aux_mae_loss_1: 10.444291982650757; aux_mae_loss_2: 1.5726292145252228; cnt_loss: 2.014696851968765;
+2025-07-01 22:04:23,349 - INFO - Evaluation:
+Curr mae: 6.6478; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.6292; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0516; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:04:23,349 - INFO - Epoch: 0478 / 1300	lr: 6.158e-05
+2025-07-01 22:05:10,219 - INFO - Training: cls_zice: 10.82857398033142; reg_zipnll: -10.868859295845033; aux_mae_loss_1: 10.663166694641113; aux_mae_loss_2: 1.5939725130796432; cnt_loss: 2.2251780545711517;
+2025-07-01 22:05:10,219 - INFO - Evaluation:
+Curr mae: 6.5879; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.6983; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0517; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:05:10,219 - INFO - Epoch: 0479 / 1300	lr: 6.111e-05
+2025-07-01 22:05:56,917 - INFO - Training: cls_zice: 10.391574053764343; reg_zipnll: -4.0972347068786625; aux_mae_loss_1: 10.062705430984497; aux_mae_loss_2: 1.4905824422836305; cnt_loss: 1.958570466041565;
+2025-07-01 22:05:56,918 - INFO - Evaluation:
+Curr mae: 6.5282; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.4382; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0529; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:05:56,918 - INFO - Epoch: 0480 / 1300	lr: 6.063e-05
+2025-07-01 22:06:43,570 - INFO - Training: cls_zice: 10.936276445388794; reg_zipnll: -8.038605952262879; aux_mae_loss_1: 10.504690713882447; aux_mae_loss_2: 1.5862863445281983; cnt_loss: 1.990462247133255;
+2025-07-01 22:06:43,571 - INFO - Evaluation:
+Curr mae: 6.7479; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.2594; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0528; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:06:43,571 - INFO - Epoch: 0481 / 1300	lr: 6.016e-05
+2025-07-01 22:07:30,301 - INFO - Training: cls_zice: 10.441931142807007; reg_zipnll: -6.656180415153504; aux_mae_loss_1: 9.934849662780762; aux_mae_loss_2: 1.4848231124877929; cnt_loss: 1.9456612253189087;
+2025-07-01 22:07:30,302 - INFO - Evaluation:
+Curr mae: 6.6666; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 10.9459; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0514; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:07:30,303 - INFO - Epoch: 0482 / 1300	lr: 5.968e-05
+2025-07-01 22:08:16,977 - INFO - Training: cls_zice: 11.028741426467896; reg_zipnll: -10.087726383209228; aux_mae_loss_1: 10.759521083831787; aux_mae_loss_2: 1.609454457759857; cnt_loss: 2.2141301441192627;
+2025-07-01 22:08:16,978 - INFO - Evaluation:
+Curr mae: 6.9129; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.4034; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0535; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:08:16,978 - INFO - Epoch: 0483 / 1300	lr: 5.920e-05
+2025-07-01 22:09:03,428 - INFO - Training: cls_zice: 10.744427328109742; reg_zipnll: -9.556397199630737; aux_mae_loss_1: 10.250741004943848; aux_mae_loss_2: 1.5620618414878846; cnt_loss: 2.2500662529468536;
+2025-07-01 22:09:03,428 - INFO - Evaluation:
+Curr mae: 7.2390; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 12.6244; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0556; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:09:03,429 - INFO - Epoch: 0484 / 1300	lr: 5.872e-05
+2025-07-01 22:09:49,859 - INFO - Training: cls_zice: 9.809446358680725; reg_zipnll: -6.700292840003967; aux_mae_loss_1: 10.069725685119629; aux_mae_loss_2: 1.5275768113136292; cnt_loss: 1.9145308876037597;
+2025-07-01 22:09:49,859 - INFO - Evaluation:
+Curr mae: 7.0347; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.4940; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0555; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:09:49,859 - INFO - Epoch: 0485 / 1300	lr: 5.824e-05
+2025-07-01 22:10:36,603 - INFO - Training: cls_zice: 10.213662369251251; reg_zipnll: -5.165956716537476; aux_mae_loss_1: 9.752487506866455; aux_mae_loss_2: 1.4842742097377777; cnt_loss: 1.9154111248254777;
+2025-07-01 22:10:36,604 - INFO - Evaluation:
+Curr mae: 6.5854; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.0453; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0519; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:10:36,604 - INFO - Epoch: 0486 / 1300	lr: 5.776e-05
+2025-07-01 22:11:23,168 - INFO - Training: cls_zice: 10.388212332725525; reg_zipnll: -9.309472055435181; aux_mae_loss_1: 10.444306869506836; aux_mae_loss_2: 1.5927925634384155; cnt_loss: 2.0760731226205826;
+2025-07-01 22:11:23,168 - INFO - Evaluation:
+Curr mae: 6.9171; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.8414; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0512; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:11:23,168 - INFO - Epoch: 0487 / 1300	lr: 5.728e-05
+2025-07-01 22:12:10,170 - INFO - Training: cls_zice: 10.12329960823059; reg_zipnll: -5.856274690628052; aux_mae_loss_1: 9.929439263343811; aux_mae_loss_2: 1.4794696581363678; cnt_loss: 1.8711678725481034;
+2025-07-01 22:12:10,170 - INFO - Evaluation:
+Curr mae: 6.5437; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.0162; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0526; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:12:10,170 - INFO - Epoch: 0488 / 1300	lr: 5.680e-05
+2025-07-01 22:12:56,769 - INFO - Training: cls_zice: 10.031710135936738; reg_zipnll: -10.202628078460693; aux_mae_loss_1: 9.819212083816529; aux_mae_loss_2: 1.44841024518013; cnt_loss: 1.73206512093544;
+2025-07-01 22:12:56,770 - INFO - Evaluation:
+Curr mae: 6.7132; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.9410; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0518; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:12:56,770 - INFO - Epoch: 0489 / 1300	lr: 5.632e-05
+2025-07-01 22:13:43,560 - INFO - Training: cls_zice: 10.528698105812072; reg_zipnll: -2.6486061072349547; aux_mae_loss_1: 9.411090188026428; aux_mae_loss_2: 1.4060674142837524; cnt_loss: 2.083983532190323;
+2025-07-01 22:13:43,560 - INFO - Evaluation:
+Curr mae: 7.0778; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.9988; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0553; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:13:43,560 - INFO - Epoch: 0490 / 1300	lr: 5.584e-05
+2025-07-01 22:14:30,165 - INFO - Training: cls_zice: 10.559145159721375; reg_zipnll: -9.842359714508056; aux_mae_loss_1: 10.110573892593385; aux_mae_loss_2: 1.4743266642093658; cnt_loss: 1.8342732548713685;
+2025-07-01 22:14:30,166 - INFO - Evaluation:
+Curr mae: 6.9193; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 12.0136; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0510; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:14:30,166 - INFO - Epoch: 0491 / 1300	lr: 5.535e-05
+2025-07-01 22:15:16,617 - INFO - Training: cls_zice: 10.647642216682435; reg_zipnll: -9.003838663101197; aux_mae_loss_1: 10.110095586776733; aux_mae_loss_2: 1.507304575443268; cnt_loss: 2.1642026901245117;
+2025-07-01 22:15:16,618 - INFO - Evaluation:
+Curr mae: 7.0289; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 13.2698; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0517; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:15:16,618 - INFO - Epoch: 0492 / 1300	lr: 5.487e-05
+2025-07-01 22:16:03,519 - INFO - Training: cls_zice: 10.317230787277222; reg_zipnll: -6.987378692626953; aux_mae_loss_1: 10.248745136260986; aux_mae_loss_2: 1.51530876994133; cnt_loss: 1.986285400390625;
+2025-07-01 22:16:03,520 - INFO - Evaluation:
+Curr mae: 6.6981; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.3239; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0505; 	 Best nae: 0.0470; 0.0489; 0.0496; 0.0498; 0.0499;
+
+
+
+2025-07-01 22:16:03,520 - INFO - Epoch: 0493 / 1300	lr: 5.438e-05
+2025-07-01 22:16:50,072 - INFO - Training: cls_zice: 10.123481979370117; reg_zipnll: -7.034630393981933; aux_mae_loss_1: 9.963428964614868; aux_mae_loss_2: 1.526639873981476; cnt_loss: 2.1904210299253464;
+2025-07-01 22:16:50,255 - INFO - Evaluation:
+Curr mae: 6.5673; 	 Best mae: 5.9474; 6.2678; 6.3615; 6.3875; 6.4075;
+Curr rmse: 11.1375; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0494; 	 Best nae: 0.0470; 0.0489; 0.0494; 0.0496; 0.0498;
+
+
+
+2025-07-01 22:16:50,255 - INFO - Epoch: 0494 / 1300	lr: 5.390e-05
+2025-07-01 22:17:36,877 - INFO - Training: cls_zice: 10.424674091339112; reg_zipnll: -7.263162312507629; aux_mae_loss_1: 10.126467294692993; aux_mae_loss_2: 1.501153109073639; cnt_loss: 1.9021399462223052;
+2025-07-01 22:17:37,223 - INFO - Evaluation:
+Curr mae: 6.1498; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 10.2544; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0474; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0494; 0.0496;
+
+
+
+2025-07-01 22:17:37,223 - INFO - Epoch: 0495 / 1300	lr: 5.341e-05
+2025-07-01 22:18:23,658 - INFO - Training: cls_zice: 10.420474679470063; reg_zipnll: -10.805923500061034; aux_mae_loss_1: 9.824372620582581; aux_mae_loss_2: 1.421395367383957; cnt_loss: 1.8178353130817413;
+2025-07-01 22:18:23,658 - INFO - Evaluation:
+Curr mae: 6.5414; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 10.9019; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0512; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0494; 0.0496;
+
+
+
+2025-07-01 22:18:23,659 - INFO - Epoch: 0496 / 1300	lr: 5.293e-05
+2025-07-01 22:19:10,498 - INFO - Training: cls_zice: 9.987670519351958; reg_zipnll: -4.297807073593139; aux_mae_loss_1: 9.445036478042603; aux_mae_loss_2: 1.3946595096588135; cnt_loss: 1.8262890005111694;
+2025-07-01 22:19:10,499 - INFO - Evaluation:
+Curr mae: 6.5207; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 10.7900; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0501; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0494; 0.0496;
+
+
+
+2025-07-01 22:19:10,499 - INFO - Epoch: 0497 / 1300	lr: 5.244e-05
+2025-07-01 22:19:56,912 - INFO - Training: cls_zice: 10.246688022613526; reg_zipnll: -8.34560537815094; aux_mae_loss_1: 10.08191517829895; aux_mae_loss_2: 1.5289786636829377; cnt_loss: 2.070441143512726;
+2025-07-01 22:19:56,913 - INFO - Evaluation:
+Curr mae: 6.5264; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 10.8787; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0504; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0494; 0.0496;
+
+
+
+2025-07-01 22:19:56,913 - INFO - Epoch: 0498 / 1300	lr: 5.196e-05
+2025-07-01 22:20:43,626 - INFO - Training: cls_zice: 10.447587099075317; reg_zipnll: -9.235431184768677; aux_mae_loss_1: 10.004892091751099; aux_mae_loss_2: 1.485324274301529; cnt_loss: 1.9108567702770234;
+2025-07-01 22:20:43,626 - INFO - Evaluation:
+Curr mae: 6.6441; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 11.2481; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0499; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0494; 0.0496;
+
+
+
+2025-07-01 22:20:43,627 - INFO - Epoch: 0499 / 1300	lr: 5.147e-05
+2025-07-01 22:21:30,223 - INFO - Training: cls_zice: 9.852146339416503; reg_zipnll: -7.308413372039795; aux_mae_loss_1: 9.623468399047852; aux_mae_loss_2: 1.4668804275989533; cnt_loss: 1.9936747574806213;
+2025-07-01 22:21:30,223 - INFO - Evaluation:
+Curr mae: 6.6524; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 11.0303; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0510; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0494; 0.0496;
+
+
+
+2025-07-01 22:21:30,224 - INFO - Epoch: 0500 / 1300	lr: 5.099e-05
+2025-07-01 22:22:17,151 - INFO - Training: cls_zice: 10.336398401260375; reg_zipnll: -4.723455934524536; aux_mae_loss_1: 9.839380168914795; aux_mae_loss_2: 1.4488537454605102; cnt_loss: 1.8742019939422607;
+2025-07-01 22:22:17,152 - INFO - Evaluation:
+Curr mae: 7.0285; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 11.4059; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0539; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0494; 0.0496;
+
+
+
+2025-07-01 22:22:19,512 - INFO - Epoch: 0501 / 1300	lr: 5.050e-05
+2025-07-01 22:23:06,517 - INFO - Training: cls_zice: 9.531736626625062; reg_zipnll: -10.89724142074585; aux_mae_loss_1: 9.583271317481994; aux_mae_loss_2: 1.4485779762268067; cnt_loss: 1.8214529061317444;
+2025-07-01 22:23:06,518 - INFO - Evaluation:
+Curr mae: 6.4940; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 10.4554; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0514; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0494; 0.0496;
+
+
+
+2025-07-01 22:23:06,518 - INFO - Epoch: 0502 / 1300	lr: 5.001e-05
+2025-07-01 22:23:52,923 - INFO - Training: cls_zice: 10.291294350624085; reg_zipnll: -8.609820699691772; aux_mae_loss_1: 9.87006778717041; aux_mae_loss_2: 1.4944522023200988; cnt_loss: 1.9144499063491822;
+2025-07-01 22:23:53,096 - INFO - Evaluation:
+Curr mae: 6.5277; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 10.8272; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0491; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0491; 0.0494;
+
+
+
+2025-07-01 22:23:53,096 - INFO - Epoch: 0503 / 1300	lr: 4.953e-05
+2025-07-01 22:24:39,690 - INFO - Training: cls_zice: 10.157460331916809; reg_zipnll: -9.807709693908691; aux_mae_loss_1: 9.990669755935668; aux_mae_loss_2: 1.5636510944366455; cnt_loss: 1.994986479282379;
+2025-07-01 22:24:40,662 - INFO - Evaluation:
+Curr mae: 6.4293; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 10.6608; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0492; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0491; 0.0492;
+
+
+
+2025-07-01 22:24:40,662 - INFO - Epoch: 0504 / 1300	lr: 4.904e-05
+2025-07-01 22:25:27,380 - INFO - Training: cls_zice: 9.708840321302414; reg_zipnll: -6.254344463348389; aux_mae_loss_1: 9.560461993217467; aux_mae_loss_2: 1.434388040304184; cnt_loss: 1.6756267249584198;
+2025-07-01 22:25:27,381 - INFO - Evaluation:
+Curr mae: 6.7352; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 11.1696; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0511; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0491; 0.0492;
+
+
+
+2025-07-01 22:25:27,382 - INFO - Epoch: 0505 / 1300	lr: 4.856e-05
+2025-07-01 22:26:13,985 - INFO - Training: cls_zice: 9.713240489959716; reg_zipnll: -10.498350310325623; aux_mae_loss_1: 9.67635636806488; aux_mae_loss_2: 1.4910420989990234; cnt_loss: 1.8900549077987672;
+2025-07-01 22:26:13,986 - INFO - Evaluation:
+Curr mae: 6.7535; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.3615; 6.3875;
+Curr rmse: 11.0037; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0523; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0491; 0.0492;
+
+
+
+2025-07-01 22:26:13,986 - INFO - Epoch: 0506 / 1300	lr: 4.807e-05
+2025-07-01 22:27:00,573 - INFO - Training: cls_zice: 10.5537730884552; reg_zipnll: -6.103048377037048; aux_mae_loss_1: 9.746318998336791; aux_mae_loss_2: 1.4652608215808869; cnt_loss: 2.01530158162117;
+2025-07-01 22:27:00,930 - INFO - Evaluation:
+Curr mae: 6.2901; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 10.6536; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0489; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:27:00,930 - INFO - Epoch: 0507 / 1300	lr: 4.759e-05
+2025-07-01 22:27:47,768 - INFO - Training: cls_zice: 10.370990414619445; reg_zipnll: -8.488559336662293; aux_mae_loss_1: 9.806195411682129; aux_mae_loss_2: 1.487383633852005; cnt_loss: 1.9842825198173524;
+2025-07-01 22:27:47,769 - INFO - Evaluation:
+Curr mae: 6.4073; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 10.9225; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0492; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:27:47,769 - INFO - Epoch: 0508 / 1300	lr: 4.710e-05
+2025-07-01 22:28:34,359 - INFO - Training: cls_zice: 9.383589878082276; reg_zipnll: -5.961578750610352; aux_mae_loss_1: 8.701108384132386; aux_mae_loss_2: 1.3098794794082642; cnt_loss: 1.6759589958190917;
+2025-07-01 22:28:34,359 - INFO - Evaluation:
+Curr mae: 6.5167; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 11.2437; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0495; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:28:34,359 - INFO - Epoch: 0509 / 1300	lr: 4.662e-05
+2025-07-01 22:29:20,799 - INFO - Training: cls_zice: 9.96447020292282; reg_zipnll: -7.839478845596314; aux_mae_loss_1: 9.444660458564758; aux_mae_loss_2: 1.4002587473392487; cnt_loss: 1.70523411154747;
+2025-07-01 22:29:20,800 - INFO - Evaluation:
+Curr mae: 6.8199; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 11.6077; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0515; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:29:20,800 - INFO - Epoch: 0510 / 1300	lr: 4.613e-05
+2025-07-01 22:30:07,560 - INFO - Training: cls_zice: 9.147618083953857; reg_zipnll: -6.301899833679199; aux_mae_loss_1: 8.925688643455505; aux_mae_loss_2: 1.3254221260547638; cnt_loss: 1.8194749164581299;
+2025-07-01 22:30:07,560 - INFO - Evaluation:
+Curr mae: 6.8592; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 11.5188; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0512; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:30:07,560 - INFO - Epoch: 0511 / 1300	lr: 4.565e-05
+2025-07-01 22:30:54,370 - INFO - Training: cls_zice: 10.38023332118988; reg_zipnll: -10.20635549545288; aux_mae_loss_1: 10.3409850025177; aux_mae_loss_2: 1.567241108417511; cnt_loss: 1.992706743478775;
+2025-07-01 22:30:54,371 - INFO - Evaluation:
+Curr mae: 6.6676; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 11.1278; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0506; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:30:54,371 - INFO - Epoch: 0512 / 1300	lr: 4.516e-05
+2025-07-01 22:31:40,929 - INFO - Training: cls_zice: 10.621833500862122; reg_zipnll: -3.507824764251709; aux_mae_loss_1: 9.135313563346863; aux_mae_loss_2: 1.3371642553806304; cnt_loss: 1.771715105175972;
+2025-07-01 22:31:40,929 - INFO - Evaluation:
+Curr mae: 6.6948; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 11.5177; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0503; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:31:40,930 - INFO - Epoch: 0513 / 1300	lr: 4.468e-05
+2025-07-01 22:32:28,018 - INFO - Training: cls_zice: 10.419691948890685; reg_zipnll: -7.320393209457397; aux_mae_loss_1: 9.794539642333984; aux_mae_loss_2: 1.5027203822135926; cnt_loss: 2.055910531282425;
+2025-07-01 22:32:28,018 - INFO - Evaluation:
+Curr mae: 6.5442; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 10.6814; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0536; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:32:28,018 - INFO - Epoch: 0514 / 1300	lr: 4.420e-05
+2025-07-01 22:33:14,543 - INFO - Training: cls_zice: 9.816965160369874; reg_zipnll: -8.934461174011231; aux_mae_loss_1: 9.151878395080566; aux_mae_loss_2: 1.3663919568061829; cnt_loss: 1.9368081790208818;
+2025-07-01 22:33:14,544 - INFO - Evaluation:
+Curr mae: 6.5772; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.3615;
+Curr rmse: 10.8683; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0514; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:33:14,544 - INFO - Epoch: 0515 / 1300	lr: 4.372e-05
+2025-07-01 22:34:01,182 - INFO - Training: cls_zice: 9.770568771362305; reg_zipnll: -4.354326043128967; aux_mae_loss_1: 9.565243635177612; aux_mae_loss_2: 1.4372461283206939; cnt_loss: 1.871941441297531;
+2025-07-01 22:34:02,157 - INFO - Evaluation:
+Curr mae: 6.2997; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2997;
+Curr rmse: 10.4266; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0505; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:34:02,157 - INFO - Epoch: 0516 / 1300	lr: 4.324e-05
+2025-07-01 22:34:48,870 - INFO - Training: cls_zice: 9.797187004089356; reg_zipnll: -11.50803731918335; aux_mae_loss_1: 9.700875010490417; aux_mae_loss_2: 1.4650837928056717; cnt_loss: 1.9849460005760193;
+2025-07-01 22:34:48,870 - INFO - Evaluation:
+Curr mae: 6.9070; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2997;
+Curr rmse: 11.7334; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0518; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:34:48,870 - INFO - Epoch: 0517 / 1300	lr: 4.276e-05
+2025-07-01 22:35:35,530 - INFO - Training: cls_zice: 9.687054476737977; reg_zipnll: -9.064039926528931; aux_mae_loss_1: 9.702836141586303; aux_mae_loss_2: 1.488662303686142; cnt_loss: 2.0776158225536348;
+2025-07-01 22:35:35,531 - INFO - Evaluation:
+Curr mae: 6.6235; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2997;
+Curr rmse: 10.6138; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0502; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:35:35,531 - INFO - Epoch: 0518 / 1300	lr: 4.228e-05
+2025-07-01 22:36:22,065 - INFO - Training: cls_zice: 9.219496943950652; reg_zipnll: -1.4571685647964479; aux_mae_loss_1: 8.751101841926575; aux_mae_loss_2: 1.2981752634048462; cnt_loss: 1.8774245119094848;
+2025-07-01 22:36:22,065 - INFO - Evaluation:
+Curr mae: 6.4537; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2997;
+Curr rmse: 10.6010; 	 Best rmse: 9.9772; 10.1252; 10.1915; 10.1973; 10.2222;
+Curr nae: 0.0510; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:36:22,066 - INFO - Epoch: 0519 / 1300	lr: 4.180e-05
+2025-07-01 22:37:08,717 - INFO - Training: cls_zice: 9.87866858959198; reg_zipnll: -4.688322877883911; aux_mae_loss_1: 9.149111475944519; aux_mae_loss_2: 1.3505502772331237; cnt_loss: 1.8292619383335114;
+2025-07-01 22:37:08,890 - INFO - Evaluation:
+Curr mae: 6.3289; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2997;
+Curr rmse: 10.1771; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0508; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0491;
+
+
+
+2025-07-01 22:37:08,890 - INFO - Epoch: 0520 / 1300	lr: 4.132e-05
+2025-07-01 22:37:55,740 - INFO - Training: cls_zice: 9.69355054140091; reg_zipnll: -4.576079294681549; aux_mae_loss_1: 9.036247959136963; aux_mae_loss_2: 1.3797137749195099; cnt_loss: 1.7420975649356842;
+2025-07-01 22:37:57,743 - INFO - Evaluation:
+Curr mae: 6.2930; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2930;
+Curr rmse: 10.9373; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0489; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0489;
+
+
+
+2025-07-01 22:37:57,743 - INFO - Epoch: 0521 / 1300	lr: 4.084e-05
+2025-07-01 22:38:44,382 - INFO - Training: cls_zice: 9.999433727264405; reg_zipnll: -11.894562015533447; aux_mae_loss_1: 9.666314096450806; aux_mae_loss_2: 1.4562833976745606; cnt_loss: 1.8364197385311127;
+2025-07-01 22:38:44,383 - INFO - Evaluation:
+Curr mae: 6.3967; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2930;
+Curr rmse: 10.8451; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0506; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0489;
+
+
+
+2025-07-01 22:38:44,383 - INFO - Epoch: 0522 / 1300	lr: 4.037e-05
+2025-07-01 22:39:31,046 - INFO - Training: cls_zice: 9.885881338119507; reg_zipnll: -10.78705304145813; aux_mae_loss_1: 9.637089138031007; aux_mae_loss_2: 1.4237399792671204; cnt_loss: 1.815462510585785;
+2025-07-01 22:39:31,047 - INFO - Evaluation:
+Curr mae: 6.4112; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2930;
+Curr rmse: 10.2701; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0491; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0489;
+
+
+
+2025-07-01 22:39:31,047 - INFO - Epoch: 0523 / 1300	lr: 3.989e-05
+2025-07-01 22:40:17,630 - INFO - Training: cls_zice: 8.945302939414978; reg_zipnll: -7.603082580566406; aux_mae_loss_1: 9.24930772781372; aux_mae_loss_2: 1.3755366206169128; cnt_loss: 1.7157329058647155;
+2025-07-01 22:40:17,630 - INFO - Evaluation:
+Curr mae: 6.6099; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2930;
+Curr rmse: 10.6259; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0509; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0489;
+
+
+
+2025-07-01 22:40:17,631 - INFO - Epoch: 0524 / 1300	lr: 3.942e-05
+2025-07-01 22:41:04,482 - INFO - Training: cls_zice: 9.7933127450943; reg_zipnll: -13.03940927028656; aux_mae_loss_1: 9.308972516059875; aux_mae_loss_2: 1.4118575727939606; cnt_loss: 1.7792672097682953;
+2025-07-01 22:41:04,482 - INFO - Evaluation:
+Curr mae: 6.5202; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2930;
+Curr rmse: 10.7971; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0506; 	 Best nae: 0.0470; 0.0474; 0.0489; 0.0489; 0.0489;
+
+
+
+2025-07-01 22:41:04,482 - INFO - Epoch: 0525 / 1300	lr: 3.894e-05
+2025-07-01 22:41:51,015 - INFO - Training: cls_zice: 9.435996451377868; reg_zipnll: -5.124994125366211; aux_mae_loss_1: 9.324947113990783; aux_mae_loss_2: 1.4064781093597412; cnt_loss: 1.6882716870307923;
+2025-07-01 22:41:51,190 - INFO - Evaluation:
+Curr mae: 6.6227; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2930;
+Curr rmse: 11.2800; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0485; 	 Best nae: 0.0470; 0.0474; 0.0485; 0.0489; 0.0489;
+
+
+
+2025-07-01 22:41:51,190 - INFO - Epoch: 0526 / 1300	lr: 3.847e-05
+2025-07-01 22:42:37,789 - INFO - Training: cls_zice: 9.239876289367675; reg_zipnll: -4.99772745847702; aux_mae_loss_1: 8.778005695343017; aux_mae_loss_2: 1.2776595449447632; cnt_loss: 1.583805969953537;
+2025-07-01 22:42:37,790 - INFO - Evaluation:
+Curr mae: 6.4865; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2930;
+Curr rmse: 10.6939; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0491; 	 Best nae: 0.0470; 0.0474; 0.0485; 0.0489; 0.0489;
+
+
+
+2025-07-01 22:42:37,790 - INFO - Epoch: 0527 / 1300	lr: 3.800e-05
+2025-07-01 22:43:24,749 - INFO - Training: cls_zice: 9.428678073883056; reg_zipnll: -7.092170357704163; aux_mae_loss_1: 9.083062677383422; aux_mae_loss_2: 1.3521908271312713; cnt_loss: 1.9337922537326813;
+2025-07-01 22:43:24,750 - INFO - Evaluation:
+Curr mae: 6.4658; 	 Best mae: 5.9474; 6.1498; 6.2678; 6.2901; 6.2930;
+Curr rmse: 10.8182; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0498; 	 Best nae: 0.0470; 0.0474; 0.0485; 0.0489; 0.0489;
+
+
+
+2025-07-01 22:43:24,750 - INFO - Epoch: 0528 / 1300	lr: 3.753e-05
+2025-07-01 22:44:11,661 - INFO - Training: cls_zice: 8.923607560992242; reg_zipnll: -3.4907929563522337; aux_mae_loss_1: 8.190898170471192; aux_mae_loss_2: 1.1746018099784852; cnt_loss: 1.468570932149887;
+2025-07-01 22:44:12,010 - INFO - Evaluation:
+Curr mae: 6.2368; 	 Best mae: 5.9474; 6.1498; 6.2368; 6.2678; 6.2901;
+Curr rmse: 10.3140; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0487; 	 Best nae: 0.0470; 0.0474; 0.0485; 0.0487; 0.0489;
+
+
+
+2025-07-01 22:44:12,010 - INFO - Epoch: 0529 / 1300	lr: 3.706e-05
+2025-07-01 22:44:58,842 - INFO - Training: cls_zice: 9.452400374412537; reg_zipnll: -9.34488094329834; aux_mae_loss_1: 9.528996629714966; aux_mae_loss_2: 1.38217518389225; cnt_loss: 1.6058357656002045;
+2025-07-01 22:44:59,025 - INFO - Evaluation:
+Curr mae: 6.3375; 	 Best mae: 5.9474; 6.1498; 6.2368; 6.2678; 6.2901;
+Curr rmse: 10.7045; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0482; 	 Best nae: 0.0470; 0.0474; 0.0482; 0.0485; 0.0487;
+
+
+
+2025-07-01 22:44:59,025 - INFO - Epoch: 0530 / 1300	lr: 3.660e-05
+2025-07-01 22:45:45,878 - INFO - Training: cls_zice: 10.055121529102326; reg_zipnll: -8.133912677764892; aux_mae_loss_1: 9.52875554561615; aux_mae_loss_2: 1.380977644920349; cnt_loss: 1.6729988288879394;
+2025-07-01 22:45:46,053 - INFO - Evaluation:
+Curr mae: 6.3059; 	 Best mae: 5.9474; 6.1498; 6.2368; 6.2678; 6.2901;
+Curr rmse: 10.3735; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0478; 	 Best nae: 0.0470; 0.0474; 0.0478; 0.0482; 0.0485;
+
+
+
+2025-07-01 22:45:46,053 - INFO - Epoch: 0531 / 1300	lr: 3.613e-05
+2025-07-01 22:46:32,679 - INFO - Training: cls_zice: 9.118415064811707; reg_zipnll: -4.973739399909973; aux_mae_loss_1: 8.963345775604248; aux_mae_loss_2: 1.3621545588970185; cnt_loss: 1.7672201770544052;
+2025-07-01 22:46:32,849 - INFO - Evaluation:
+Curr mae: 6.3808; 	 Best mae: 5.9474; 6.1498; 6.2368; 6.2678; 6.2901;
+Curr rmse: 10.8868; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0472; 	 Best nae: 0.0470; 0.0472; 0.0474; 0.0478; 0.0482;
+
+
+
+2025-07-01 22:46:32,849 - INFO - Epoch: 0532 / 1300	lr: 3.567e-05
+2025-07-01 22:47:19,199 - INFO - Training: cls_zice: 9.488135690689086; reg_zipnll: -8.119808282852173; aux_mae_loss_1: 9.037962646484376; aux_mae_loss_2: 1.342940946817398; cnt_loss: 1.727655359506607;
+2025-07-01 22:47:19,561 - INFO - Evaluation:
+Curr mae: 6.1593; 	 Best mae: 5.9474; 6.1498; 6.1593; 6.2368; 6.2678;
+Curr rmse: 10.4752; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0478; 	 Best nae: 0.0470; 0.0472; 0.0474; 0.0478; 0.0478;
+
+
+
+2025-07-01 22:47:19,561 - INFO - Epoch: 0533 / 1300	lr: 3.520e-05
+2025-07-01 22:48:06,112 - INFO - Training: cls_zice: 9.498557171821595; reg_zipnll: -7.886851873397827; aux_mae_loss_1: 9.052354059219361; aux_mae_loss_2: 1.3151179695129394; cnt_loss: 1.5727643656730652;
+2025-07-01 22:48:06,865 - INFO - Evaluation:
+Curr mae: 5.9399; 	 Best mae: 5.9399; 5.9474; 6.1498; 6.1593; 6.2368;
+Curr rmse: 10.2354; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0458; 	 Best nae: 0.0458; 0.0470; 0.0472; 0.0474; 0.0478;
+
+
+
+2025-07-01 22:48:06,865 - INFO - Epoch: 0534 / 1300	lr: 3.474e-05
+2025-07-01 22:48:53,713 - INFO - Training: cls_zice: 8.985883870124816; reg_zipnll: 0.9355292797088623; aux_mae_loss_1: 8.065713386535645; aux_mae_loss_2: 1.1654724705219268; cnt_loss: 1.4896425521373748;
+2025-07-01 22:48:53,713 - INFO - Evaluation:
+Curr mae: 6.5424; 	 Best mae: 5.9399; 5.9474; 6.1498; 6.1593; 6.2368;
+Curr rmse: 10.9660; 	 Best rmse: 9.9772; 10.1252; 10.1771; 10.1915; 10.1973;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0470; 0.0472; 0.0474; 0.0478;
+
+
+
+2025-07-01 22:48:53,714 - INFO - Epoch: 0535 / 1300	lr: 3.428e-05
+2025-07-01 22:49:40,573 - INFO - Training: cls_zice: 9.838063855171203; reg_zipnll: -8.542841911315918; aux_mae_loss_1: 10.174770936965942; aux_mae_loss_2: 1.48559450507164; cnt_loss: 1.5274525356292725;
+2025-07-01 22:49:41,093 - INFO - Evaluation:
+Curr mae: 5.9707; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1498; 6.1593;
+Curr rmse: 9.9346; 	 Best rmse: 9.9346; 9.9772; 10.1252; 10.1771; 10.1915;
+Curr nae: 0.0466; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:49:41,093 - INFO - Epoch: 0536 / 1300	lr: 3.382e-05
+2025-07-01 22:50:27,907 - INFO - Training: cls_zice: 8.93700707912445; reg_zipnll: -3.9623016262054445; aux_mae_loss_1: 8.289029078483582; aux_mae_loss_2: 1.1790443933010102; cnt_loss: 1.4780735504627227;
+2025-07-01 22:50:27,908 - INFO - Evaluation:
+Curr mae: 6.2118; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1498; 6.1593;
+Curr rmse: 10.3084; 	 Best rmse: 9.9346; 9.9772; 10.1252; 10.1771; 10.1915;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:50:27,908 - INFO - Epoch: 0537 / 1300	lr: 3.337e-05
+2025-07-01 22:51:14,563 - INFO - Training: cls_zice: 8.900660991668701; reg_zipnll: -4.635816941261291; aux_mae_loss_1: 8.479707503318787; aux_mae_loss_2: 1.2225384455919266; cnt_loss: 1.4258333253860473;
+2025-07-01 22:51:14,564 - INFO - Evaluation:
+Curr mae: 6.2810; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1498; 6.1593;
+Curr rmse: 10.4601; 	 Best rmse: 9.9346; 9.9772; 10.1252; 10.1771; 10.1915;
+Curr nae: 0.0480; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:51:14,564 - INFO - Epoch: 0538 / 1300	lr: 3.291e-05
+2025-07-01 22:52:00,831 - INFO - Training: cls_zice: 9.404507479667664; reg_zipnll: -12.891944618225098; aux_mae_loss_1: 9.179709191322326; aux_mae_loss_2: 1.3767466592788695; cnt_loss: 1.6401586854457855;
+2025-07-01 22:52:01,006 - INFO - Evaluation:
+Curr mae: 6.2028; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1498; 6.1593;
+Curr rmse: 9.9976; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0495; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:52:01,006 - INFO - Epoch: 0539 / 1300	lr: 3.246e-05
+2025-07-01 22:52:47,797 - INFO - Training: cls_zice: 8.594541659355164; reg_zipnll: -4.572736086845398; aux_mae_loss_1: 8.362476053237915; aux_mae_loss_2: 1.2182269561290742; cnt_loss: 1.4090694642066957;
+2025-07-01 22:52:47,798 - INFO - Evaluation:
+Curr mae: 6.5314; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1498; 6.1593;
+Curr rmse: 10.8186; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0512; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:52:47,798 - INFO - Epoch: 0540 / 1300	lr: 3.201e-05
+2025-07-01 22:53:34,229 - INFO - Training: cls_zice: 8.84559458732605; reg_zipnll: -5.830853300094605; aux_mae_loss_1: 8.167749996185302; aux_mae_loss_2: 1.2457541292905807; cnt_loss: 1.4486963737010956;
+2025-07-01 22:53:34,230 - INFO - Evaluation:
+Curr mae: 6.4634; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1498; 6.1593;
+Curr rmse: 10.9796; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:53:34,230 - INFO - Epoch: 0541 / 1300	lr: 3.156e-05
+2025-07-01 22:54:21,195 - INFO - Training: cls_zice: 9.311397839188576; reg_zipnll: -6.886937661170959; aux_mae_loss_1: 8.847778072357178; aux_mae_loss_2: 1.2892766785621643; cnt_loss: 1.576389375925064;
+2025-07-01 22:54:21,378 - INFO - Evaluation:
+Curr mae: 6.1327; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.1978; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0479; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:54:21,378 - INFO - Epoch: 0542 / 1300	lr: 3.111e-05
+2025-07-01 22:55:07,893 - INFO - Training: cls_zice: 8.66643934249878; reg_zipnll: -5.411674799919129; aux_mae_loss_1: 7.974858074188233; aux_mae_loss_2: 1.172751380801201; cnt_loss: 1.391778348684311;
+2025-07-01 22:55:07,894 - INFO - Evaluation:
+Curr mae: 6.4571; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8748; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:55:07,894 - INFO - Epoch: 0543 / 1300	lr: 3.066e-05
+2025-07-01 22:55:54,805 - INFO - Training: cls_zice: 8.243174839019776; reg_zipnll: -4.423517417907715; aux_mae_loss_1: 8.080727920532226; aux_mae_loss_2: 1.14849896132946; cnt_loss: 1.446090716123581;
+2025-07-01 22:55:54,805 - INFO - Evaluation:
+Curr mae: 6.9808; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3060; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0518; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:55:54,805 - INFO - Epoch: 0544 / 1300	lr: 3.022e-05
+2025-07-01 22:56:41,387 - INFO - Training: cls_zice: 9.333413853645325; reg_zipnll: -8.576713213920593; aux_mae_loss_1: 9.093886017799377; aux_mae_loss_2: 1.3732099008560181; cnt_loss: 1.6248823761940003;
+2025-07-01 22:56:41,387 - INFO - Evaluation:
+Curr mae: 6.6053; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9877; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0500; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:56:41,388 - INFO - Epoch: 0545 / 1300	lr: 2.978e-05
+2025-07-01 22:57:28,170 - INFO - Training: cls_zice: 9.214290990829468; reg_zipnll: -3.9098777389526367; aux_mae_loss_1: 8.790267791748047; aux_mae_loss_2: 1.245016942024231; cnt_loss: 1.55082852602005;
+2025-07-01 22:57:28,171 - INFO - Evaluation:
+Curr mae: 6.8057; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3203; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0523; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:57:28,171 - INFO - Epoch: 0546 / 1300	lr: 2.934e-05
+2025-07-01 22:58:14,869 - INFO - Training: cls_zice: 9.516354312896729; reg_zipnll: -12.727155597209931; aux_mae_loss_1: 9.00965449333191; aux_mae_loss_2: 1.3666104501485825; cnt_loss: 1.7847921258211137;
+2025-07-01 22:58:14,870 - INFO - Evaluation:
+Curr mae: 6.8213; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2911; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0512; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:58:14,870 - INFO - Epoch: 0547 / 1300	lr: 2.890e-05
+2025-07-01 22:59:01,398 - INFO - Training: cls_zice: 8.719368600845337; reg_zipnll: -8.452647687196732; aux_mae_loss_1: 8.528156061172485; aux_mae_loss_2: 1.2476509499549866; cnt_loss: 1.469889526963234;
+2025-07-01 22:59:01,398 - INFO - Evaluation:
+Curr mae: 6.4694; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7649; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0491; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:59:01,398 - INFO - Epoch: 0548 / 1300	lr: 2.846e-05
+2025-07-01 22:59:47,799 - INFO - Training: cls_zice: 8.750568809509277; reg_zipnll: -7.3767333555221555; aux_mae_loss_1: 8.491074028015136; aux_mae_loss_2: 1.227693190574646; cnt_loss: 1.4342017596960068;
+2025-07-01 22:59:47,800 - INFO - Evaluation:
+Curr mae: 6.4772; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5746; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0509; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 22:59:47,800 - INFO - Epoch: 0549 / 1300	lr: 2.803e-05
+2025-07-01 23:00:34,629 - INFO - Training: cls_zice: 9.029539254903794; reg_zipnll: -9.753007020950317; aux_mae_loss_1: 8.864296627044677; aux_mae_loss_2: 1.3095398545265198; cnt_loss: 1.4408206808567048;
+2025-07-01 23:00:34,629 - INFO - Evaluation:
+Curr mae: 6.9685; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4740; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:00:34,630 - INFO - Epoch: 0550 / 1300	lr: 2.760e-05
+2025-07-01 23:01:21,160 - INFO - Training: cls_zice: 9.040995788574218; reg_zipnll: -6.369032945632934; aux_mae_loss_1: 8.962304134368896; aux_mae_loss_2: 1.33397989153862; cnt_loss: 1.4253184759616853;
+2025-07-01 23:01:21,161 - INFO - Evaluation:
+Curr mae: 6.5047; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8670; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0491; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:01:24,376 - INFO - Epoch: 0551 / 1300	lr: 2.717e-05
+2025-07-01 23:02:11,065 - INFO - Training: cls_zice: 8.840619034767151; reg_zipnll: -5.465643343925476; aux_mae_loss_1: 8.352551794052124; aux_mae_loss_2: 1.2182053422927857; cnt_loss: 1.5070571613311767;
+2025-07-01 23:02:11,066 - INFO - Evaluation:
+Curr mae: 6.5928; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8947; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0495; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:02:11,066 - INFO - Epoch: 0552 / 1300	lr: 2.674e-05
+2025-07-01 23:02:57,575 - INFO - Training: cls_zice: 9.078572187423706; reg_zipnll: -5.748335547447205; aux_mae_loss_1: 8.975487661361694; aux_mae_loss_2: 1.3072560358047485; cnt_loss: 1.5652119147777557;
+2025-07-01 23:02:57,575 - INFO - Evaluation:
+Curr mae: 6.4980; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6000; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0490; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:02:57,576 - INFO - Epoch: 0553 / 1300	lr: 2.631e-05
+2025-07-01 23:03:44,213 - INFO - Training: cls_zice: 8.717302317619323; reg_zipnll: -6.999294571876526; aux_mae_loss_1: 8.906331357955933; aux_mae_loss_2: 1.3341104781627655; cnt_loss: 1.4424046808481217;
+2025-07-01 23:03:44,214 - INFO - Evaluation:
+Curr mae: 6.3543; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.4081; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0490; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:03:44,214 - INFO - Epoch: 0554 / 1300	lr: 2.589e-05
+2025-07-01 23:04:30,925 - INFO - Training: cls_zice: 8.40563086271286; reg_zipnll: -5.94358428478241; aux_mae_loss_1: 8.3246901512146; aux_mae_loss_2: 1.2325518250465393; cnt_loss: 1.4621016681194305;
+2025-07-01 23:04:30,926 - INFO - Evaluation:
+Curr mae: 6.2744; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5672; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0486; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:04:30,926 - INFO - Epoch: 0555 / 1300	lr: 2.547e-05
+2025-07-01 23:05:17,719 - INFO - Training: cls_zice: 9.152290172576905; reg_zipnll: -6.034147624969482; aux_mae_loss_1: 8.35847755432129; aux_mae_loss_2: 1.199992197751999; cnt_loss: 1.5101855140924454;
+2025-07-01 23:05:17,720 - INFO - Evaluation:
+Curr mae: 6.3911; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9746; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0486; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:05:17,720 - INFO - Epoch: 0556 / 1300	lr: 2.505e-05
+2025-07-01 23:06:04,416 - INFO - Training: cls_zice: 7.97973422408104; reg_zipnll: -7.801345219612122; aux_mae_loss_1: 8.00059651851654; aux_mae_loss_2: 1.198788966536522; cnt_loss: 1.5697148072719573;
+2025-07-01 23:06:04,416 - INFO - Evaluation:
+Curr mae: 6.5484; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0966; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0499; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:06:04,416 - INFO - Epoch: 0557 / 1300	lr: 2.464e-05
+2025-07-01 23:06:51,192 - INFO - Training: cls_zice: 8.793861224651337; reg_zipnll: -12.948272643089295; aux_mae_loss_1: 8.857288646697999; aux_mae_loss_2: 1.284950737953186; cnt_loss: 1.4271846091747284;
+2025-07-01 23:06:51,193 - INFO - Evaluation:
+Curr mae: 6.5237; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7688; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0494; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:06:51,193 - INFO - Epoch: 0558 / 1300	lr: 2.422e-05
+2025-07-01 23:07:37,379 - INFO - Training: cls_zice: 8.699535994529723; reg_zipnll: -7.734689226150513; aux_mae_loss_1: 8.571641092300416; aux_mae_loss_2: 1.2475104486942292; cnt_loss: 1.3981329190731049;
+2025-07-01 23:07:37,379 - INFO - Evaluation:
+Curr mae: 6.8537; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1544; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:07:37,379 - INFO - Epoch: 0559 / 1300	lr: 2.381e-05
+2025-07-01 23:08:24,031 - INFO - Training: cls_zice: 8.653188276290894; reg_zipnll: -11.000228872299195; aux_mae_loss_1: 9.044446797370911; aux_mae_loss_2: 1.3558327984809875; cnt_loss: 1.2633927655220032;
+2025-07-01 23:08:24,032 - INFO - Evaluation:
+Curr mae: 6.2343; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.2981; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0483; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:08:24,032 - INFO - Epoch: 0560 / 1300	lr: 2.340e-05
+2025-07-01 23:09:10,932 - INFO - Training: cls_zice: 8.454188845157624; reg_zipnll: -4.913951095342636; aux_mae_loss_1: 7.960897574424743; aux_mae_loss_2: 1.1161900860071183; cnt_loss: 1.3461709034442901;
+2025-07-01 23:09:10,932 - INFO - Evaluation:
+Curr mae: 6.5304; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9548; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0495; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:09:10,932 - INFO - Epoch: 0561 / 1300	lr: 2.300e-05
+2025-07-01 23:09:57,394 - INFO - Training: cls_zice: 9.051328451633454; reg_zipnll: -11.802426609992981; aux_mae_loss_1: 8.926203093528748; aux_mae_loss_2: 1.3085007202625274; cnt_loss: 1.4728189384937287;
+2025-07-01 23:09:57,394 - INFO - Evaluation:
+Curr mae: 6.3659; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6800; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0497; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:09:57,395 - INFO - Epoch: 0562 / 1300	lr: 2.260e-05
+2025-07-01 23:10:44,151 - INFO - Training: cls_zice: 8.694572513103486; reg_zipnll: -9.731072511672973; aux_mae_loss_1: 8.39823920249939; aux_mae_loss_2: 1.2358046412467956; cnt_loss: 1.375081281065941;
+2025-07-01 23:10:44,152 - INFO - Evaluation:
+Curr mae: 6.5969; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2994; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0500; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:10:44,152 - INFO - Epoch: 0563 / 1300	lr: 2.220e-05
+2025-07-01 23:11:30,680 - INFO - Training: cls_zice: 9.174757270812988; reg_zipnll: -9.391150579452514; aux_mae_loss_1: 8.90571068763733; aux_mae_loss_2: 1.2953476989269257; cnt_loss: 1.4128494048118592;
+2025-07-01 23:11:30,681 - INFO - Evaluation:
+Curr mae: 6.4446; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9140; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0491; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:11:30,681 - INFO - Epoch: 0564 / 1300	lr: 2.180e-05
+2025-07-01 23:12:17,149 - INFO - Training: cls_zice: 8.638373172283172; reg_zipnll: -11.288002014160156; aux_mae_loss_1: 8.61166871547699; aux_mae_loss_2: 1.2810457515716553; cnt_loss: 1.4940069317817688;
+2025-07-01 23:12:17,150 - INFO - Evaluation:
+Curr mae: 6.4190; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7988; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:12:17,150 - INFO - Epoch: 0565 / 1300	lr: 2.140e-05
+2025-07-01 23:13:03,553 - INFO - Training: cls_zice: 8.866874866485595; reg_zipnll: -11.819448480606079; aux_mae_loss_1: 8.520656905174256; aux_mae_loss_2: 1.2765898984670638; cnt_loss: 1.4797612452507019;
+2025-07-01 23:13:03,553 - INFO - Evaluation:
+Curr mae: 6.4175; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8750; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:13:03,554 - INFO - Epoch: 0566 / 1300	lr: 2.101e-05
+2025-07-01 23:13:50,351 - INFO - Training: cls_zice: 9.107464833259582; reg_zipnll: -9.79765383720398; aux_mae_loss_1: 8.886835374832152; aux_mae_loss_2: 1.293685156106949; cnt_loss: 1.527359463572502;
+2025-07-01 23:13:50,352 - INFO - Evaluation:
+Curr mae: 6.7215; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3871; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0516; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:13:50,353 - INFO - Epoch: 0567 / 1300	lr: 2.062e-05
+2025-07-01 23:14:37,101 - INFO - Training: cls_zice: 8.330670230388641; reg_zipnll: -9.433684921264648; aux_mae_loss_1: 8.315089902877808; aux_mae_loss_2: 1.2216680574417114; cnt_loss: 1.4596580690145493;
+2025-07-01 23:14:37,102 - INFO - Evaluation:
+Curr mae: 6.3732; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6856; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0476; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0472; 0.0474;
+
+
+
+2025-07-01 23:14:37,102 - INFO - Epoch: 0568 / 1300	lr: 2.024e-05
+2025-07-01 23:15:23,745 - INFO - Training: cls_zice: 8.209407806396484; reg_zipnll: -8.704103145599365; aux_mae_loss_1: 8.040181593894959; aux_mae_loss_2: 1.2063399577140808; cnt_loss: 1.4794338834285736;
+2025-07-01 23:15:23,920 - INFO - Evaluation:
+Curr mae: 6.2550; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6373; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0470; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:15:23,920 - INFO - Epoch: 0569 / 1300	lr: 1.985e-05
+2025-07-01 23:16:10,885 - INFO - Training: cls_zice: 8.767688050270081; reg_zipnll: -11.138971333503724; aux_mae_loss_1: 8.624211688041687; aux_mae_loss_2: 1.2848935699462891; cnt_loss: 1.4120313847064971;
+2025-07-01 23:16:10,886 - INFO - Evaluation:
+Curr mae: 6.3599; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1145; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0482; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:16:10,886 - INFO - Epoch: 0570 / 1300	lr: 1.947e-05
+2025-07-01 23:16:57,750 - INFO - Training: cls_zice: 8.131186845302581; reg_zipnll: -10.915528178215027; aux_mae_loss_1: 8.482648658752442; aux_mae_loss_2: 1.2360166108608246; cnt_loss: 1.3806096243858337;
+2025-07-01 23:16:57,751 - INFO - Evaluation:
+Curr mae: 6.4199; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9023; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0495; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:16:57,751 - INFO - Epoch: 0571 / 1300	lr: 1.910e-05
+2025-07-01 23:17:44,210 - INFO - Training: cls_zice: 9.204788889884949; reg_zipnll: -9.84447391986847; aux_mae_loss_1: 8.774879627227783; aux_mae_loss_2: 1.278857090473175; cnt_loss: 1.3269952964782714;
+2025-07-01 23:17:44,211 - INFO - Evaluation:
+Curr mae: 6.3835; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8528; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0484; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:17:44,211 - INFO - Epoch: 0572 / 1300	lr: 1.872e-05
+2025-07-01 23:18:30,998 - INFO - Training: cls_zice: 8.87213665008545; reg_zipnll: -14.115849227905274; aux_mae_loss_1: 9.312248759269714; aux_mae_loss_2: 1.4208737874031068; cnt_loss: 1.470435671210289;
+2025-07-01 23:18:30,999 - INFO - Evaluation:
+Curr mae: 6.4289; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1088; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0492; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:18:30,999 - INFO - Epoch: 0573 / 1300	lr: 1.835e-05
+2025-07-01 23:19:17,760 - INFO - Training: cls_zice: 8.727913897037507; reg_zipnll: -2.7575778675079348; aux_mae_loss_1: 7.684462566375732; aux_mae_loss_2: 1.1300597828626633; cnt_loss: 1.3186222124099731;
+2025-07-01 23:19:17,761 - INFO - Evaluation:
+Curr mae: 6.5909; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0851; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0515; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:19:17,761 - INFO - Epoch: 0574 / 1300	lr: 1.798e-05
+2025-07-01 23:20:04,381 - INFO - Training: cls_zice: 8.747461619377136; reg_zipnll: -12.786403198242187; aux_mae_loss_1: 8.860313014984131; aux_mae_loss_2: 1.2896195870637894; cnt_loss: 1.5185632711648942;
+2025-07-01 23:20:04,382 - INFO - Evaluation:
+Curr mae: 6.5459; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4948; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:20:04,382 - INFO - Epoch: 0575 / 1300	lr: 1.762e-05
+2025-07-01 23:20:51,223 - INFO - Training: cls_zice: 7.902108249664306; reg_zipnll: -5.997935254573822; aux_mae_loss_1: 7.984156365394592; aux_mae_loss_2: 1.173444316983223; cnt_loss: 1.396630706191063;
+2025-07-01 23:20:51,224 - INFO - Evaluation:
+Curr mae: 6.4500; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3155; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0481; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:20:51,224 - INFO - Epoch: 0576 / 1300	lr: 1.726e-05
+2025-07-01 23:21:38,246 - INFO - Training: cls_zice: 8.354569792747498; reg_zipnll: -3.7153706979751586; aux_mae_loss_1: 8.177757868766784; aux_mae_loss_2: 1.2190191879868508; cnt_loss: 1.271324373483658;
+2025-07-01 23:21:38,246 - INFO - Evaluation:
+Curr mae: 6.6651; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5512; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0505; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:21:38,247 - INFO - Epoch: 0577 / 1300	lr: 1.690e-05
+2025-07-01 23:22:24,797 - INFO - Training: cls_zice: 8.2697865319252; reg_zipnll: -4.346652799844742; aux_mae_loss_1: 8.250145778656005; aux_mae_loss_2: 1.1974026870727539; cnt_loss: 1.358645994067192;
+2025-07-01 23:22:24,797 - INFO - Evaluation:
+Curr mae: 6.3794; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8639; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0488; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:22:24,797 - INFO - Epoch: 0578 / 1300	lr: 1.654e-05
+2025-07-01 23:23:11,160 - INFO - Training: cls_zice: 8.028616046905517; reg_zipnll: -2.1176917648315428; aux_mae_loss_1: 7.525283164978028; aux_mae_loss_2: 1.0854756462574005; cnt_loss: 1.2880593293905258;
+2025-07-01 23:23:11,160 - INFO - Evaluation:
+Curr mae: 6.1812; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.4214; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0479; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:23:11,161 - INFO - Epoch: 0579 / 1300	lr: 1.619e-05
+2025-07-01 23:23:57,811 - INFO - Training: cls_zice: 8.893715739250183; reg_zipnll: -10.44109610557556; aux_mae_loss_1: 9.275715618133544; aux_mae_loss_2: 1.379158222079277; cnt_loss: 1.4675659731030464;
+2025-07-01 23:23:57,811 - INFO - Evaluation:
+Curr mae: 6.2484; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5581; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0476; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:23:57,811 - INFO - Epoch: 0580 / 1300	lr: 1.584e-05
+2025-07-01 23:24:44,335 - INFO - Training: cls_zice: 8.182054829597472; reg_zipnll: -6.089505882263183; aux_mae_loss_1: 7.901513757705689; aux_mae_loss_2: 1.1340417516231538; cnt_loss: 1.365358111858368;
+2025-07-01 23:24:44,336 - INFO - Evaluation:
+Curr mae: 6.3229; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3766; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0492; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:24:44,336 - INFO - Epoch: 0581 / 1300	lr: 1.550e-05
+2025-07-01 23:25:30,980 - INFO - Training: cls_zice: 8.759056172370911; reg_zipnll: -8.826390628814698; aux_mae_loss_1: 8.543011722564698; aux_mae_loss_2: 1.2654190278053283; cnt_loss: 1.316145441532135;
+2025-07-01 23:25:30,980 - INFO - Evaluation:
+Curr mae: 6.2614; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6382; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0479; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:25:30,980 - INFO - Epoch: 0582 / 1300	lr: 1.516e-05
+2025-07-01 23:26:17,931 - INFO - Training: cls_zice: 8.762446703910827; reg_zipnll: -12.973891493082046; aux_mae_loss_1: 8.94294189929962; aux_mae_loss_2: 1.3471561896800994; cnt_loss: 1.2842088311910629;
+2025-07-01 23:26:17,932 - INFO - Evaluation:
+Curr mae: 6.2941; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9087; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0482; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:26:17,932 - INFO - Epoch: 0583 / 1300	lr: 1.482e-05
+2025-07-01 23:27:04,346 - INFO - Training: cls_zice: 8.164206898212433; reg_zipnll: -11.17252634048462; aux_mae_loss_1: 8.469223470687867; aux_mae_loss_2: 1.2364478874206544; cnt_loss: 1.1010620748996736;
+2025-07-01 23:27:04,347 - INFO - Evaluation:
+Curr mae: 6.2147; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7675; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0479; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:27:04,347 - INFO - Epoch: 0584 / 1300	lr: 1.448e-05
+2025-07-01 23:27:50,792 - INFO - Training: cls_zice: 8.553601169586182; reg_zipnll: -12.12512921333313; aux_mae_loss_1: 8.24697306394577; aux_mae_loss_2: 1.2271702480316162; cnt_loss: 1.4873002576828003;
+2025-07-01 23:27:50,793 - INFO - Evaluation:
+Curr mae: 6.4099; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1959; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0480; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:27:50,793 - INFO - Epoch: 0585 / 1300	lr: 1.415e-05
+2025-07-01 23:28:37,433 - INFO - Training: cls_zice: 8.141108362674712; reg_zipnll: -4.910798616409302; aux_mae_loss_1: 7.83396966457367; aux_mae_loss_2: 1.1651427948474884; cnt_loss: 1.2826203632354736;
+2025-07-01 23:28:37,434 - INFO - Evaluation:
+Curr mae: 6.5405; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4003; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0493; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:28:37,434 - INFO - Epoch: 0586 / 1300	lr: 1.382e-05
+2025-07-01 23:29:24,141 - INFO - Training: cls_zice: 8.196254587173462; reg_zipnll: -4.629309086799622; aux_mae_loss_1: 7.885175404548645; aux_mae_loss_2: 1.1417727518081664; cnt_loss: 1.1839577949047089;
+2025-07-01 23:29:24,142 - INFO - Evaluation:
+Curr mae: 6.5021; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2400; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0490; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:29:24,142 - INFO - Epoch: 0587 / 1300	lr: 1.350e-05
+2025-07-01 23:30:11,028 - INFO - Training: cls_zice: 7.619470872879028; reg_zipnll: -6.763009824752808; aux_mae_loss_1: 7.586834464073181; aux_mae_loss_2: 1.1009411609172821; cnt_loss: 1.1906714630126953;
+2025-07-01 23:30:11,028 - INFO - Evaluation:
+Curr mae: 6.4780; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2835; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:30:11,029 - INFO - Epoch: 0588 / 1300	lr: 1.318e-05
+2025-07-01 23:30:57,912 - INFO - Training: cls_zice: 7.726947989463806; reg_zipnll: -5.446767201423645; aux_mae_loss_1: 7.772873830795288; aux_mae_loss_2: 1.136671266555786; cnt_loss: 1.1810440742969512;
+2025-07-01 23:30:57,913 - INFO - Evaluation:
+Curr mae: 6.6657; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7082; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0504; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:30:57,913 - INFO - Epoch: 0589 / 1300	lr: 1.286e-05
+2025-07-01 23:31:44,415 - INFO - Training: cls_zice: 7.812098348140717; reg_zipnll: -4.884154353141785; aux_mae_loss_1: 7.195332646369934; aux_mae_loss_2: 1.0636303544044494; cnt_loss: 1.2062539464235307;
+2025-07-01 23:31:44,416 - INFO - Evaluation:
+Curr mae: 6.3592; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1389; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0479; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:31:44,416 - INFO - Epoch: 0590 / 1300	lr: 1.255e-05
+2025-07-01 23:32:31,423 - INFO - Training: cls_zice: 8.817017803192138; reg_zipnll: -6.37192744255066; aux_mae_loss_1: 8.166639976501465; aux_mae_loss_2: 1.1314561903476714; cnt_loss: 1.2221792352199554;
+2025-07-01 23:32:31,424 - INFO - Evaluation:
+Curr mae: 6.4492; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2868; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0481; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:32:31,424 - INFO - Epoch: 0591 / 1300	lr: 1.224e-05
+2025-07-01 23:33:18,166 - INFO - Training: cls_zice: 8.57379783153534; reg_zipnll: -6.6081655311584475; aux_mae_loss_1: 8.453774681091309; aux_mae_loss_2: 1.242620788216591; cnt_loss: 1.3047941786050796;
+2025-07-01 23:33:18,167 - INFO - Evaluation:
+Curr mae: 6.4478; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1422; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0492; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:33:18,167 - INFO - Epoch: 0592 / 1300	lr: 1.193e-05
+2025-07-01 23:34:04,807 - INFO - Training: cls_zice: 8.236177530288696; reg_zipnll: -9.064637141227722; aux_mae_loss_1: 8.224668951034547; aux_mae_loss_2: 1.187079794406891; cnt_loss: 1.1680573260784148;
+2025-07-01 23:34:04,808 - INFO - Evaluation:
+Curr mae: 6.3990; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1415; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0482; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:34:04,808 - INFO - Epoch: 0593 / 1300	lr: 1.163e-05
+2025-07-01 23:34:51,410 - INFO - Training: cls_zice: 8.209972867965698; reg_zipnll: -9.575480060577393; aux_mae_loss_1: 7.6093166637420655; aux_mae_loss_2: 1.092150809764862; cnt_loss: 1.2574651181697845;
+2025-07-01 23:34:51,411 - INFO - Evaluation:
+Curr mae: 6.2615; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8410; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0480; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:34:51,411 - INFO - Epoch: 0594 / 1300	lr: 1.133e-05
+2025-07-01 23:35:37,821 - INFO - Training: cls_zice: 8.214708018302918; reg_zipnll: -10.198087606430054; aux_mae_loss_1: 8.304511528015137; aux_mae_loss_2: 1.193584851026535; cnt_loss: 1.253024914264679;
+2025-07-01 23:35:37,822 - INFO - Evaluation:
+Curr mae: 6.2592; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7349; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0481; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:35:37,822 - INFO - Epoch: 0595 / 1300	lr: 1.103e-05
+2025-07-01 23:36:24,719 - INFO - Training: cls_zice: 7.731221835613251; reg_zipnll: -4.520512051582337; aux_mae_loss_1: 7.486205973625183; aux_mae_loss_2: 1.0870183944702148; cnt_loss: 1.1798405027389527;
+2025-07-01 23:36:24,720 - INFO - Evaluation:
+Curr mae: 6.2108; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6520; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0477; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:36:24,720 - INFO - Epoch: 0596 / 1300	lr: 1.074e-05
+2025-07-01 23:37:11,371 - INFO - Training: cls_zice: 8.624324941635132; reg_zipnll: -12.419350094795227; aux_mae_loss_1: 9.026087546348572; aux_mae_loss_2: 1.3300990200042724; cnt_loss: 1.2252884125709533;
+2025-07-01 23:37:11,371 - INFO - Evaluation:
+Curr mae: 6.3192; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9135; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0483; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:37:11,372 - INFO - Epoch: 0597 / 1300	lr: 1.045e-05
+2025-07-01 23:37:57,923 - INFO - Training: cls_zice: 8.416670203208923; reg_zipnll: -8.062252016067506; aux_mae_loss_1: 8.260193452835082; aux_mae_loss_2: 1.2252799713611602; cnt_loss: 1.3428795969486236;
+2025-07-01 23:37:57,924 - INFO - Evaluation:
+Curr mae: 6.3859; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0303; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:37:57,924 - INFO - Epoch: 0598 / 1300	lr: 1.017e-05
+2025-07-01 23:38:44,413 - INFO - Training: cls_zice: 8.12399914264679; reg_zipnll: -7.01128396987915; aux_mae_loss_1: 7.729340138435364; aux_mae_loss_2: 1.1425938993692397; cnt_loss: 1.267575513124466;
+2025-07-01 23:38:44,413 - INFO - Evaluation:
+Curr mae: 6.3757; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9552; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0486; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:38:44,414 - INFO - Epoch: 0599 / 1300	lr: 9.890e-06
+2025-07-01 23:39:31,258 - INFO - Training: cls_zice: 8.34365400314331; reg_zipnll: -5.8724442481994625; aux_mae_loss_1: 8.129128322601318; aux_mae_loss_2: 1.1814225280284882; cnt_loss: 1.3401717418432235;
+2025-07-01 23:39:31,258 - INFO - Evaluation:
+Curr mae: 6.2378; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6330; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0484; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:39:31,258 - INFO - Epoch: 0600 / 1300	lr: 9.614e-06
+2025-07-01 23:40:18,121 - INFO - Training: cls_zice: 7.806042397022248; reg_zipnll: -5.702065453529358; aux_mae_loss_1: 7.694585075378418; aux_mae_loss_2: 1.1306608194112777; cnt_loss: 1.197693772315979;
+2025-07-01 23:40:18,121 - INFO - Evaluation:
+Curr mae: 6.3439; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8311; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0483; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:40:21,093 - INFO - Epoch: 0601 / 1300	lr: 9.342e-06
+2025-07-01 23:41:07,706 - INFO - Training: cls_zice: 8.314853210449218; reg_zipnll: -12.086436519622803; aux_mae_loss_1: 8.45839395046234; aux_mae_loss_2: 1.2213324224948883; cnt_loss: 1.1932853424549104;
+2025-07-01 23:41:07,707 - INFO - Evaluation:
+Curr mae: 6.3643; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8365; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:41:07,707 - INFO - Epoch: 0602 / 1300	lr: 9.074e-06
+2025-07-01 23:41:54,480 - INFO - Training: cls_zice: 8.102863011360169; reg_zipnll: -11.145201301574707; aux_mae_loss_1: 7.8519928884506225; aux_mae_loss_2: 1.1677084809541702; cnt_loss: 1.2611152803897858;
+2025-07-01 23:41:54,481 - INFO - Evaluation:
+Curr mae: 6.3447; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8688; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:41:54,481 - INFO - Epoch: 0603 / 1300	lr: 8.810e-06
+2025-07-01 23:42:41,186 - INFO - Training: cls_zice: 8.154595818519592; reg_zipnll: -6.737851324081421; aux_mae_loss_1: 7.481701650619507; aux_mae_loss_2: 1.0665332865715027; cnt_loss: 1.229412900209427;
+2025-07-01 23:42:41,187 - INFO - Evaluation:
+Curr mae: 6.3625; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9105; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0485; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:42:41,187 - INFO - Epoch: 0604 / 1300	lr: 8.550e-06
+2025-07-01 23:43:28,087 - INFO - Training: cls_zice: 8.312918882369996; reg_zipnll: -10.833879022598266; aux_mae_loss_1: 8.0552135181427; aux_mae_loss_2: 1.187119450569153; cnt_loss: 1.2825015878677368;
+2025-07-01 23:43:28,088 - INFO - Evaluation:
+Curr mae: 6.4020; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0184; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0487; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:43:28,088 - INFO - Epoch: 0605 / 1300	lr: 8.294e-06
+2025-07-01 23:44:14,682 - INFO - Training: cls_zice: 8.138382744789123; reg_zipnll: -11.506936206817628; aux_mae_loss_1: 8.603811311721802; aux_mae_loss_2: 1.2876595973968505; cnt_loss: 1.2647447991371155;
+2025-07-01 23:44:14,683 - INFO - Evaluation:
+Curr mae: 6.2682; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9208; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0480; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:44:14,683 - INFO - Epoch: 0606 / 1300	lr: 8.042e-06
+2025-07-01 23:45:01,619 - INFO - Training: cls_zice: 8.680346803665161; reg_zipnll: -10.587960300445557; aux_mae_loss_1: 8.173431553840636; aux_mae_loss_2: 1.17431156873703; cnt_loss: 1.2566924405097961;
+2025-07-01 23:45:01,620 - INFO - Evaluation:
+Curr mae: 6.3512; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1332; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0473; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:45:01,620 - INFO - Epoch: 0607 / 1300	lr: 7.795e-06
+2025-07-01 23:45:48,105 - INFO - Training: cls_zice: 7.8715459036827085; reg_zipnll: -6.551136627197265; aux_mae_loss_1: 7.855440034866333; aux_mae_loss_2: 1.1261539244651795; cnt_loss: 1.2129778051376343;
+2025-07-01 23:45:48,106 - INFO - Evaluation:
+Curr mae: 6.3626; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1531; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0481; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:45:48,106 - INFO - Epoch: 0608 / 1300	lr: 7.551e-06
+2025-07-01 23:46:34,469 - INFO - Training: cls_zice: 7.693369343280792; reg_zipnll: -9.380184755325317; aux_mae_loss_1: 7.730966944694519; aux_mae_loss_2: 1.1195543503761292; cnt_loss: 1.148699408173561;
+2025-07-01 23:46:34,470 - INFO - Evaluation:
+Curr mae: 6.4972; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0945; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0497; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:46:34,470 - INFO - Epoch: 0609 / 1300	lr: 7.311e-06
+2025-07-01 23:47:20,979 - INFO - Training: cls_zice: 8.138858857154846; reg_zipnll: -7.839752750396729; aux_mae_loss_1: 7.989487557411194; aux_mae_loss_2: 1.1681634610891343; cnt_loss: 1.15085628926754;
+2025-07-01 23:47:20,980 - INFO - Evaluation:
+Curr mae: 6.4565; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0236; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0488; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:47:20,980 - INFO - Epoch: 0610 / 1300	lr: 7.076e-06
+2025-07-01 23:48:07,480 - INFO - Training: cls_zice: 7.345481219291687; reg_zipnll: -4.284810762405396; aux_mae_loss_1: 7.499902949333191; aux_mae_loss_2: 1.082996309399605; cnt_loss: 1.0536378139257432;
+2025-07-01 23:48:07,480 - INFO - Evaluation:
+Curr mae: 6.4290; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1238; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0485; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:48:07,480 - INFO - Epoch: 0611 / 1300	lr: 6.845e-06
+2025-07-01 23:48:53,959 - INFO - Training: cls_zice: 8.061925945281983; reg_zipnll: -6.695760769844055; aux_mae_loss_1: 7.359214782714844; aux_mae_loss_2: 1.0745394504070283; cnt_loss: 1.1285865908861161;
+2025-07-01 23:48:53,960 - INFO - Evaluation:
+Curr mae: 6.4614; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2126; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0482; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:48:53,960 - INFO - Epoch: 0612 / 1300	lr: 6.618e-06
+2025-07-01 23:49:40,624 - INFO - Training: cls_zice: 7.871217567920684; reg_zipnll: -5.737063674926758; aux_mae_loss_1: 8.312665257453919; aux_mae_loss_2: 1.2180611503124237; cnt_loss: 1.2405676138401032;
+2025-07-01 23:49:40,625 - INFO - Evaluation:
+Curr mae: 6.4211; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9498; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0482; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:49:40,625 - INFO - Epoch: 0613 / 1300	lr: 6.395e-06
+2025-07-01 23:50:27,066 - INFO - Training: cls_zice: 8.217502040863037; reg_zipnll: -11.737800154685974; aux_mae_loss_1: 7.988225784301758; aux_mae_loss_2: 1.1855343759059906; cnt_loss: 1.1000916773080827;
+2025-07-01 23:50:27,067 - INFO - Evaluation:
+Curr mae: 6.3322; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8964; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0479; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:50:27,068 - INFO - Epoch: 0614 / 1300	lr: 6.177e-06
+2025-07-01 23:51:13,454 - INFO - Training: cls_zice: 7.922558686733246; reg_zipnll: -3.764402666091919; aux_mae_loss_1: 7.576839895248413; aux_mae_loss_2: 1.070560435652733; cnt_loss: 1.0573914474248887;
+2025-07-01 23:51:13,454 - INFO - Evaluation:
+Curr mae: 6.5591; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3287; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0494; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:51:13,455 - INFO - Epoch: 0615 / 1300	lr: 5.962e-06
+2025-07-01 23:52:00,281 - INFO - Training: cls_zice: 8.166485941410064; reg_zipnll: -7.450496416091919; aux_mae_loss_1: 8.019731760025024; aux_mae_loss_2: 1.2095911568403244; cnt_loss: 1.2648652803897857;
+2025-07-01 23:52:00,281 - INFO - Evaluation:
+Curr mae: 6.5967; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2555; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0504; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:52:00,281 - INFO - Epoch: 0616 / 1300	lr: 5.753e-06
+2025-07-01 23:52:46,781 - INFO - Training: cls_zice: 7.826666131019592; reg_zipnll: -12.09241581439972; aux_mae_loss_1: 8.159310712814332; aux_mae_loss_2: 1.211076658964157; cnt_loss: 1.1732958948612213;
+2025-07-01 23:52:46,782 - INFO - Evaluation:
+Curr mae: 6.4101; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9544; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0487; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:52:46,782 - INFO - Epoch: 0617 / 1300	lr: 5.547e-06
+2025-07-01 23:53:33,716 - INFO - Training: cls_zice: 8.16054849267006; reg_zipnll: -11.300728554725646; aux_mae_loss_1: 7.904507274627686; aux_mae_loss_2: 1.1921512603759765; cnt_loss: 1.1469400429725647;
+2025-07-01 23:53:33,717 - INFO - Evaluation:
+Curr mae: 6.3878; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0091; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0486; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:53:33,717 - INFO - Epoch: 0618 / 1300	lr: 5.346e-06
+2025-07-01 23:54:20,352 - INFO - Training: cls_zice: 8.046526799201965; reg_zipnll: -11.298967261314392; aux_mae_loss_1: 7.828087410926819; aux_mae_loss_2: 1.1274614471197129; cnt_loss: 1.065486534833908;
+2025-07-01 23:54:20,352 - INFO - Evaluation:
+Curr mae: 6.4816; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0564; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0497; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:54:20,352 - INFO - Epoch: 0619 / 1300	lr: 5.149e-06
+2025-07-01 23:55:07,313 - INFO - Training: cls_zice: 8.227369174957275; reg_zipnll: -10.77499861717224; aux_mae_loss_1: 8.138103947639465; aux_mae_loss_2: 1.1768764078617096; cnt_loss: 1.2380103015899657;
+2025-07-01 23:55:07,314 - INFO - Evaluation:
+Curr mae: 6.6920; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2413; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0512; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:55:07,315 - INFO - Epoch: 0620 / 1300	lr: 4.956e-06
+2025-07-01 23:55:53,920 - INFO - Training: cls_zice: 8.25128911972046; reg_zipnll: -11.12437110900879; aux_mae_loss_1: 8.052177934646606; aux_mae_loss_2: 1.1500522381067275; cnt_loss: 1.1104798352718352;
+2025-07-01 23:55:53,921 - INFO - Evaluation:
+Curr mae: 6.6086; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2965; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0491; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:55:53,921 - INFO - Epoch: 0621 / 1300	lr: 4.768e-06
+2025-07-01 23:56:40,681 - INFO - Training: cls_zice: 8.06296642780304; reg_zipnll: -9.088905630111695; aux_mae_loss_1: 8.137946763038634; aux_mae_loss_2: 1.1612541937828065; cnt_loss: 1.153922061920166;
+2025-07-01 23:56:40,682 - INFO - Evaluation:
+Curr mae: 6.6418; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2777; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:56:40,682 - INFO - Epoch: 0622 / 1300	lr: 4.584e-06
+2025-07-01 23:57:27,407 - INFO - Training: cls_zice: 8.063684320449829; reg_zipnll: -8.266187963485718; aux_mae_loss_1: 7.48421498298645; aux_mae_loss_2: 1.0886139631271363; cnt_loss: 1.0900434845685958;
+2025-07-01 23:57:27,408 - INFO - Evaluation:
+Curr mae: 6.6167; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1690; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0503; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:57:27,408 - INFO - Epoch: 0623 / 1300	lr: 4.405e-06
+2025-07-01 23:58:13,929 - INFO - Training: cls_zice: 8.236689190864563; reg_zipnll: -11.04730269908905; aux_mae_loss_1: 8.311851162910461; aux_mae_loss_2: 1.223950080871582; cnt_loss: 1.1470924854278564;
+2025-07-01 23:58:13,930 - INFO - Evaluation:
+Curr mae: 6.6896; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2512; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0507; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:58:13,930 - INFO - Epoch: 0624 / 1300	lr: 4.230e-06
+2025-07-01 23:59:00,536 - INFO - Training: cls_zice: 8.108737354278565; reg_zipnll: -8.425758442878724; aux_mae_loss_1: 8.46171368598938; aux_mae_loss_2: 1.2061806011199951; cnt_loss: 1.1271424508094787;
+2025-07-01 23:59:00,537 - INFO - Evaluation:
+Curr mae: 6.4542; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0645; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0495; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:59:00,537 - INFO - Epoch: 0625 / 1300	lr: 4.060e-06
+2025-07-01 23:59:47,070 - INFO - Training: cls_zice: 7.598866293430328; reg_zipnll: -7.174657654762268; aux_mae_loss_1: 7.676655898094177; aux_mae_loss_2: 1.1544547867774964; cnt_loss: 1.177860561609268;
+2025-07-01 23:59:47,071 - INFO - Evaluation:
+Curr mae: 6.5002; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0763; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0493; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-01 23:59:47,071 - INFO - Epoch: 0626 / 1300	lr: 3.894e-06
+2025-07-02 00:00:33,741 - INFO - Training: cls_zice: 8.758004622459412; reg_zipnll: -11.000959014892578; aux_mae_loss_1: 8.520981330871582; aux_mae_loss_2: 1.249192762374878; cnt_loss: 1.2763535284996033;
+2025-07-02 00:00:33,741 - INFO - Evaluation:
+Curr mae: 6.5235; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0862; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:00:33,742 - INFO - Epoch: 0627 / 1300	lr: 3.732e-06
+2025-07-02 00:01:20,447 - INFO - Training: cls_zice: 8.359681580066681; reg_zipnll: -8.571118927001953; aux_mae_loss_1: 8.06781720161438; aux_mae_loss_2: 1.1603056192398071; cnt_loss: 1.080762601494789;
+2025-07-02 00:01:20,448 - INFO - Evaluation:
+Curr mae: 6.5035; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0209; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:01:20,448 - INFO - Epoch: 0628 / 1300	lr: 3.575e-06
+2025-07-02 00:02:07,241 - INFO - Training: cls_zice: 8.092651224136352; reg_zipnll: -7.225571937561035; aux_mae_loss_1: 7.797712697982788; aux_mae_loss_2: 1.1269969570636749; cnt_loss: 1.2024950349330903;
+2025-07-02 00:02:07,243 - INFO - Evaluation:
+Curr mae: 6.4759; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0794; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0500; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:02:07,243 - INFO - Epoch: 0629 / 1300	lr: 3.423e-06
+2025-07-02 00:02:53,734 - INFO - Training: cls_zice: 7.819790422916412; reg_zipnll: -10.513535194396972; aux_mae_loss_1: 8.352776327133178; aux_mae_loss_2: 1.263697075843811; cnt_loss: 1.3152104008197785;
+2025-07-02 00:02:53,735 - INFO - Evaluation:
+Curr mae: 6.5745; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1099; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0505; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:02:53,735 - INFO - Epoch: 0630 / 1300	lr: 3.275e-06
+2025-07-02 00:03:40,214 - INFO - Training: cls_zice: 7.902834076881408; reg_zipnll: -3.763323919773102; aux_mae_loss_1: 7.336701898574829; aux_mae_loss_2: 1.0361132031679154; cnt_loss: 1.0315032881498336;
+2025-07-02 00:03:40,215 - INFO - Evaluation:
+Curr mae: 6.4117; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9082; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0486; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:03:40,215 - INFO - Epoch: 0631 / 1300	lr: 3.131e-06
+2025-07-02 00:04:26,920 - INFO - Training: cls_zice: 8.289891476631164; reg_zipnll: -7.336795182228088; aux_mae_loss_1: 8.362931871414185; aux_mae_loss_2: 1.250339026451111; cnt_loss: 1.2457406169176102;
+2025-07-02 00:04:26,921 - INFO - Evaluation:
+Curr mae: 6.5589; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1194; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0498; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:04:26,922 - INFO - Epoch: 0632 / 1300	lr: 2.993e-06
+2025-07-02 00:05:13,601 - INFO - Training: cls_zice: 8.289507322311401; reg_zipnll: -10.349181861877442; aux_mae_loss_1: 7.875106649398804; aux_mae_loss_2: 1.1476528984308243; cnt_loss: 1.1395485907793046;
+2025-07-02 00:05:13,602 - INFO - Evaluation:
+Curr mae: 6.5863; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1835; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0503; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:05:13,602 - INFO - Epoch: 0633 / 1300	lr: 2.858e-06
+2025-07-02 00:06:00,148 - INFO - Training: cls_zice: 7.8444502067565915; reg_zipnll: -5.346046857833862; aux_mae_loss_1: 8.276092653274537; aux_mae_loss_2: 1.2238742768764497; cnt_loss: 1.1640890860557556;
+2025-07-02 00:06:00,149 - INFO - Evaluation:
+Curr mae: 6.5230; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1057; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0497; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:06:00,149 - INFO - Epoch: 0634 / 1300	lr: 2.729e-06
+2025-07-02 00:06:46,754 - INFO - Training: cls_zice: 8.138413019180298; reg_zipnll: -9.587662272453308; aux_mae_loss_1: 7.83537347316742; aux_mae_loss_2: 1.1358234596252441; cnt_loss: 1.136273317337036;
+2025-07-02 00:06:46,754 - INFO - Evaluation:
+Curr mae: 6.5225; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1471; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0489; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:06:46,755 - INFO - Epoch: 0635 / 1300	lr: 2.604e-06
+2025-07-02 00:07:33,454 - INFO - Training: cls_zice: 7.400884718894958; reg_zipnll: -7.716879014968872; aux_mae_loss_1: 7.867807431221008; aux_mae_loss_2: 1.166948496699333; cnt_loss: 1.1371672123670578;
+2025-07-02 00:07:33,455 - INFO - Evaluation:
+Curr mae: 6.4225; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1215; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0487; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:07:33,455 - INFO - Epoch: 0636 / 1300	lr: 2.483e-06
+2025-07-02 00:08:19,994 - INFO - Training: cls_zice: 6.787298086881638; reg_zipnll: -3.5596090173721313; aux_mae_loss_1: 6.98864248752594; aux_mae_loss_2: 1.023822020292282; cnt_loss: 1.054158022403717;
+2025-07-02 00:08:19,995 - INFO - Evaluation:
+Curr mae: 6.4431; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0951; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0491; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:08:19,995 - INFO - Epoch: 0637 / 1300	lr: 2.368e-06
+2025-07-02 00:09:06,856 - INFO - Training: cls_zice: 7.4602564167976375; reg_zipnll: -8.485772676467896; aux_mae_loss_1: 7.7650520133972165; aux_mae_loss_2: 1.1670898246765136; cnt_loss: 1.097803270816803;
+2025-07-02 00:09:06,856 - INFO - Evaluation:
+Curr mae: 6.4937; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1731; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:09:06,857 - INFO - Epoch: 0638 / 1300	lr: 2.257e-06
+2025-07-02 00:09:53,537 - INFO - Training: cls_zice: 7.812001481056213; reg_zipnll: -6.545193371772766; aux_mae_loss_1: 7.909619450569153; aux_mae_loss_2: 1.1268964141607285; cnt_loss: 1.1773327308893204;
+2025-07-02 00:09:53,538 - INFO - Evaluation:
+Curr mae: 6.4282; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0822; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0492; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:09:53,538 - INFO - Epoch: 0639 / 1300	lr: 2.150e-06
+2025-07-02 00:10:39,916 - INFO - Training: cls_zice: 7.053790740966797; reg_zipnll: -1.033665838241577; aux_mae_loss_1: 6.772293481826782; aux_mae_loss_2: 1.0010477125644683; cnt_loss: 1.038670803308487;
+2025-07-02 00:10:39,917 - INFO - Evaluation:
+Curr mae: 6.4513; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1560; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0487; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:10:39,917 - INFO - Epoch: 0640 / 1300	lr: 2.048e-06
+2025-07-02 00:11:26,324 - INFO - Training: cls_zice: 8.12437643289566; reg_zipnll: -6.153200163841247; aux_mae_loss_1: 8.027152252197265; aux_mae_loss_2: 1.1677169412374497; cnt_loss: 1.0983038610219955;
+2025-07-02 00:11:26,325 - INFO - Evaluation:
+Curr mae: 6.5015; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2138; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0486; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:11:26,325 - INFO - Epoch: 0641 / 1300	lr: 1.951e-06
+2025-07-02 00:12:12,816 - INFO - Training: cls_zice: 8.149485063552856; reg_zipnll: -7.620430295467377; aux_mae_loss_1: 7.545284185409546; aux_mae_loss_2: 1.1001228016614915; cnt_loss: 1.095699610710144;
+2025-07-02 00:12:12,816 - INFO - Evaluation:
+Curr mae: 6.4936; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2100; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0487; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:12:12,816 - INFO - Epoch: 0642 / 1300	lr: 1.859e-06
+2025-07-02 00:12:59,263 - INFO - Training: cls_zice: 7.832444379329681; reg_zipnll: -3.6474113178253176; aux_mae_loss_1: 6.986417136192322; aux_mae_loss_2: 0.9895132130384445; cnt_loss: 0.9942375910282135;
+2025-07-02 00:12:59,264 - INFO - Evaluation:
+Curr mae: 6.6661; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2978; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0504; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:12:59,264 - INFO - Epoch: 0643 / 1300	lr: 1.771e-06
+2025-07-02 00:13:46,121 - INFO - Training: cls_zice: 7.749095726013183; reg_zipnll: -5.956123218536377; aux_mae_loss_1: 8.08432288646698; aux_mae_loss_2: 1.1560233199596406; cnt_loss: 1.1134365379810334;
+2025-07-02 00:13:46,122 - INFO - Evaluation:
+Curr mae: 6.4673; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0177; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0490; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:13:46,122 - INFO - Epoch: 0644 / 1300	lr: 1.688e-06
+2025-07-02 00:14:32,419 - INFO - Training: cls_zice: 8.227364909648895; reg_zipnll: -14.418162350654603; aux_mae_loss_1: 7.8489538669586185; aux_mae_loss_2: 1.15392604470253; cnt_loss: 1.169804606437683;
+2025-07-02 00:14:32,420 - INFO - Evaluation:
+Curr mae: 6.5189; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0910; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0497; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:14:32,421 - INFO - Epoch: 0645 / 1300	lr: 1.609e-06
+2025-07-02 00:15:19,015 - INFO - Training: cls_zice: 8.013202252388; reg_zipnll: -8.470527834892273; aux_mae_loss_1: 7.560115284919739; aux_mae_loss_2: 1.078668417930603; cnt_loss: 1.0906970036029815;
+2025-07-02 00:15:19,015 - INFO - Evaluation:
+Curr mae: 6.5021; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0661; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0490; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:15:19,015 - INFO - Epoch: 0646 / 1300	lr: 1.536e-06
+2025-07-02 00:16:05,677 - INFO - Training: cls_zice: 7.656273891925812; reg_zipnll: -8.602986426353455; aux_mae_loss_1: 7.795754742622376; aux_mae_loss_2: 1.1329388177394868; cnt_loss: 1.0782263046503067;
+2025-07-02 00:16:05,677 - INFO - Evaluation:
+Curr mae: 6.4638; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0928; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0487; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:16:05,677 - INFO - Epoch: 0647 / 1300	lr: 1.467e-06
+2025-07-02 00:16:52,105 - INFO - Training: cls_zice: 7.95118143081665; reg_zipnll: -7.961060361862183; aux_mae_loss_1: 7.825246458053589; aux_mae_loss_2: 1.1637444907426835; cnt_loss: 1.2406760829687118;
+2025-07-02 00:16:52,106 - INFO - Evaluation:
+Curr mae: 6.6201; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2239; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:16:52,106 - INFO - Epoch: 0648 / 1300	lr: 1.403e-06
+2025-07-02 00:17:39,319 - INFO - Training: cls_zice: 7.942904682159424; reg_zipnll: -10.796133408546448; aux_mae_loss_1: 8.433563461303711; aux_mae_loss_2: 1.2554179513454438; cnt_loss: 1.0871410727500916;
+2025-07-02 00:17:39,320 - INFO - Evaluation:
+Curr mae: 6.4973; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1375; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0490; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:17:39,320 - INFO - Epoch: 0649 / 1300	lr: 1.343e-06
+2025-07-02 00:18:25,936 - INFO - Training: cls_zice: 8.073286805152893; reg_zipnll: -14.785693607330323; aux_mae_loss_1: 8.132937741279601; aux_mae_loss_2: 1.1917097461223602; cnt_loss: 1.237040947675705;
+2025-07-02 00:18:25,937 - INFO - Evaluation:
+Curr mae: 6.4957; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1622; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0493; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:18:25,937 - INFO - Epoch: 0650 / 1300	lr: 1.288e-06
+2025-07-02 00:19:12,507 - INFO - Training: cls_zice: 7.560461792945862; reg_zipnll: -7.329885358810425; aux_mae_loss_1: 7.22888304233551; aux_mae_loss_2: 1.0510700821876526; cnt_loss: 1.128154420852661;
+2025-07-02 00:19:12,508 - INFO - Evaluation:
+Curr mae: 6.5451; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1724; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:19:14,900 - INFO - Epoch: 0651 / 1300	lr: 1.238e-06
+2025-07-02 00:20:01,311 - INFO - Training: cls_zice: 7.470877801179886; reg_zipnll: -2.8844964838027956; aux_mae_loss_1: 7.21756884098053; aux_mae_loss_2: 1.0542183494567872; cnt_loss: 1.0803257352113724;
+2025-07-02 00:20:01,313 - INFO - Evaluation:
+Curr mae: 6.5919; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2353; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0506; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:20:01,313 - INFO - Epoch: 0652 / 1300	lr: 1.193e-06
+2025-07-02 00:20:47,930 - INFO - Training: cls_zice: 8.200160558223724; reg_zipnll: -12.602490994930267; aux_mae_loss_1: 7.673280735015869; aux_mae_loss_2: 1.1220055973529817; cnt_loss: 1.1863924908638;
+2025-07-02 00:20:47,931 - INFO - Evaluation:
+Curr mae: 6.6357; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2123; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0508; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:20:47,931 - INFO - Epoch: 0653 / 1300	lr: 1.153e-06
+2025-07-02 00:21:34,549 - INFO - Training: cls_zice: 8.203501756191253; reg_zipnll: -9.479162172079086; aux_mae_loss_1: 8.209779977798462; aux_mae_loss_2: 1.2110541325807571; cnt_loss: 1.05424571454525;
+2025-07-02 00:21:34,550 - INFO - Evaluation:
+Curr mae: 6.7083; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4306; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0504; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:21:34,550 - INFO - Epoch: 0654 / 1300	lr: 1.117e-06
+2025-07-02 00:22:21,089 - INFO - Training: cls_zice: 8.19092149734497; reg_zipnll: -12.693820314407349; aux_mae_loss_1: 8.827345714569091; aux_mae_loss_2: 1.2988593935966493; cnt_loss: 0.9965174114704132;
+2025-07-02 00:22:21,089 - INFO - Evaluation:
+Curr mae: 6.6502; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3423; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:22:21,090 - INFO - Epoch: 0655 / 1300	lr: 1.086e-06
+2025-07-02 00:23:07,791 - INFO - Training: cls_zice: 7.660374140739441; reg_zipnll: -6.716353969573975; aux_mae_loss_1: 7.845802307128906; aux_mae_loss_2: 1.139060287475586; cnt_loss: 1.1976434606313706;
+2025-07-02 00:23:07,792 - INFO - Evaluation:
+Curr mae: 6.6038; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2420; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:23:07,793 - INFO - Epoch: 0656 / 1300	lr: 1.060e-06
+2025-07-02 00:23:54,117 - INFO - Training: cls_zice: 7.785583171844483; reg_zipnll: -8.125650939941407; aux_mae_loss_1: 7.966152606010437; aux_mae_loss_2: 1.1713480639457703; cnt_loss: 1.2157561355829238;
+2025-07-02 00:23:54,118 - INFO - Evaluation:
+Curr mae: 6.5716; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2034; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:23:54,118 - INFO - Epoch: 0657 / 1300	lr: 1.038e-06
+2025-07-02 00:24:40,723 - INFO - Training: cls_zice: 8.025382125377655; reg_zipnll: -11.039955673217774; aux_mae_loss_1: 8.093671283721925; aux_mae_loss_2: 1.1543455088138581; cnt_loss: 1.0225653558969499;
+2025-07-02 00:24:40,724 - INFO - Evaluation:
+Curr mae: 6.6198; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3499; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0498; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:24:40,724 - INFO - Epoch: 0658 / 1300	lr: 1.021e-06
+2025-07-02 00:25:27,298 - INFO - Training: cls_zice: 7.683788332939148; reg_zipnll: -6.9487220621109005; aux_mae_loss_1: 7.822138690948487; aux_mae_loss_2: 1.1172549438476562; cnt_loss: 1.0512325549125672;
+2025-07-02 00:25:27,299 - INFO - Evaluation:
+Curr mae: 6.6562; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3388; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0500; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:25:27,299 - INFO - Epoch: 0659 / 1300	lr: 1.010e-06
+2025-07-02 00:26:14,135 - INFO - Training: cls_zice: 7.988662872314453; reg_zipnll: -9.383584580421449; aux_mae_loss_1: 7.486819086074829; aux_mae_loss_2: 1.0945271068811417; cnt_loss: 1.1788316214084624;
+2025-07-02 00:26:14,136 - INFO - Evaluation:
+Curr mae: 6.6570; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3059; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0503; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:26:14,136 - INFO - Epoch: 0660 / 1300	lr: 1.002e-06
+2025-07-02 00:27:01,076 - INFO - Training: cls_zice: 8.005958962440491; reg_zipnll: -2.2261422300338745; aux_mae_loss_1: 7.752303695678711; aux_mae_loss_2: 1.0796300548315048; cnt_loss: 1.082660984992981;
+2025-07-02 00:27:01,076 - INFO - Evaluation:
+Curr mae: 6.6116; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2399; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0502; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:27:01,076 - INFO - Epoch: 0661 / 1300	lr: 1.000e-04
+2025-07-02 00:27:47,476 - INFO - Training: cls_zice: 8.64872883796692; reg_zipnll: -6.729909272193908; aux_mae_loss_1: 8.775367226600647; aux_mae_loss_2: 1.3657918292284013; cnt_loss: 1.7747997039556502;
+2025-07-02 00:27:47,477 - INFO - Evaluation:
+Curr mae: 6.7875; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8274; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0520; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:27:47,477 - INFO - Epoch: 0662 / 1300	lr: 1.000e-04
+2025-07-02 00:28:34,178 - INFO - Training: cls_zice: 10.681212115287781; reg_zipnll: -10.688506245613098; aux_mae_loss_1: 9.990705933570862; aux_mae_loss_2: 1.5198293828964233; cnt_loss: 2.6295975053310396;
+2025-07-02 00:28:34,179 - INFO - Evaluation:
+Curr mae: 7.3086; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0138; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0581; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:28:34,179 - INFO - Epoch: 0663 / 1300	lr: 1.000e-04
+2025-07-02 00:29:20,805 - INFO - Training: cls_zice: 10.828595223426818; reg_zipnll: -7.715334501266479; aux_mae_loss_1: 10.453428182601929; aux_mae_loss_2: 1.6099325156211852; cnt_loss: 2.556591019630432;
+2025-07-02 00:29:20,806 - INFO - Evaluation:
+Curr mae: 7.5048; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.7909; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0553; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:29:20,806 - INFO - Epoch: 0664 / 1300	lr: 9.999e-05
+2025-07-02 00:30:07,557 - INFO - Training: cls_zice: 9.955290756225587; reg_zipnll: -4.892586574554444; aux_mae_loss_1: 9.22872721672058; aux_mae_loss_2: 1.4463436532020568; cnt_loss: 2.188499984741211;
+2025-07-02 00:30:07,558 - INFO - Evaluation:
+Curr mae: 7.3125; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.1289; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0560; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:30:07,558 - INFO - Epoch: 0665 / 1300	lr: 9.999e-05
+2025-07-02 00:30:54,182 - INFO - Training: cls_zice: 10.92581039428711; reg_zipnll: -10.16851263999939; aux_mae_loss_1: 10.812678890228272; aux_mae_loss_2: 1.7226234698295593; cnt_loss: 2.507335705757141;
+2025-07-02 00:30:54,183 - INFO - Evaluation:
+Curr mae: 6.8831; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6371; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:30:54,183 - INFO - Epoch: 0666 / 1300	lr: 9.999e-05
+2025-07-02 00:31:40,609 - INFO - Training: cls_zice: 11.13055819272995; reg_zipnll: -1.613560962677002; aux_mae_loss_1: 10.261472606658936; aux_mae_loss_2: 1.6174182093143463; cnt_loss: 2.648538838624954;
+2025-07-02 00:31:40,610 - INFO - Evaluation:
+Curr mae: 7.1901; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9430; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0553; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:31:40,610 - INFO - Epoch: 0667 / 1300	lr: 9.998e-05
+2025-07-02 00:32:27,136 - INFO - Training: cls_zice: 11.564224162101745; reg_zipnll: -12.540029501914978; aux_mae_loss_1: 11.102920742034913; aux_mae_loss_2: 1.7658457136154175; cnt_loss: 2.679135640859604;
+2025-07-02 00:32:27,137 - INFO - Evaluation:
+Curr mae: 8.6960; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.0855; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0704; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:32:27,137 - INFO - Epoch: 0668 / 1300	lr: 9.997e-05
+2025-07-02 00:33:13,844 - INFO - Training: cls_zice: 10.480574469566346; reg_zipnll: -6.417953310012817; aux_mae_loss_1: 10.390284214019776; aux_mae_loss_2: 1.596319524049759; cnt_loss: 2.3128494024276733;
+2025-07-02 00:33:13,845 - INFO - Evaluation:
+Curr mae: 6.7593; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9485; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:33:13,845 - INFO - Epoch: 0669 / 1300	lr: 9.996e-05
+2025-07-02 00:34:00,496 - INFO - Training: cls_zice: 10.73222297668457; reg_zipnll: -10.677919225692749; aux_mae_loss_1: 10.280448489189148; aux_mae_loss_2: 1.605595006942749; cnt_loss: 2.5148104441165926;
+2025-07-02 00:34:00,497 - INFO - Evaluation:
+Curr mae: 6.6550; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9779; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0490; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:34:00,498 - INFO - Epoch: 0670 / 1300	lr: 9.995e-05
+2025-07-02 00:34:47,075 - INFO - Training: cls_zice: 10.730595440864564; reg_zipnll: -2.900569462776184; aux_mae_loss_1: 10.20274528503418; aux_mae_loss_2: 1.5649673187732696; cnt_loss: 2.506038461923599;
+2025-07-02 00:34:47,076 - INFO - Evaluation:
+Curr mae: 6.7922; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1201; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0517; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:34:47,076 - INFO - Epoch: 0671 / 1300	lr: 9.994e-05
+2025-07-02 00:35:33,438 - INFO - Training: cls_zice: 11.130020804405213; reg_zipnll: -6.622067275047303; aux_mae_loss_1: 10.588225803375245; aux_mae_loss_2: 1.6501811254024505; cnt_loss: 2.5867412185668943;
+2025-07-02 00:35:33,439 - INFO - Evaluation:
+Curr mae: 7.1968; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.7794; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0545; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:35:33,439 - INFO - Epoch: 0672 / 1300	lr: 9.993e-05
+2025-07-02 00:36:20,186 - INFO - Training: cls_zice: 10.983718972206116; reg_zipnll: -6.416141519546509; aux_mae_loss_1: 10.712998838424683; aux_mae_loss_2: 1.6766030740737916; cnt_loss: 2.6950853192806243;
+2025-07-02 00:36:20,187 - INFO - Evaluation:
+Curr mae: 7.5348; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4810; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0611; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:36:20,187 - INFO - Epoch: 0673 / 1300	lr: 9.991e-05
+2025-07-02 00:37:06,511 - INFO - Training: cls_zice: 11.09908076763153; reg_zipnll: -11.855760078430176; aux_mae_loss_1: 10.467343091964722; aux_mae_loss_2: 1.6294051218032837; cnt_loss: 2.276316928863525;
+2025-07-02 00:37:06,512 - INFO - Evaluation:
+Curr mae: 7.4539; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.7592; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:37:06,513 - INFO - Epoch: 0674 / 1300	lr: 9.990e-05
+2025-07-02 00:37:53,411 - INFO - Training: cls_zice: 10.378572125434875; reg_zipnll: -3.4196205520629883; aux_mae_loss_1: 9.948225116729736; aux_mae_loss_2: 1.5607390689849854; cnt_loss: 2.665835041999817;
+2025-07-02 00:37:53,412 - INFO - Evaluation:
+Curr mae: 7.7065; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.0872; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:37:53,412 - INFO - Epoch: 0675 / 1300	lr: 9.988e-05
+2025-07-02 00:38:40,220 - INFO - Training: cls_zice: 10.708493752479553; reg_zipnll: -3.7301876544952393; aux_mae_loss_1: 10.500013856887817; aux_mae_loss_2: 1.6395080363750458; cnt_loss: 2.430412836074829;
+2025-07-02 00:38:40,221 - INFO - Evaluation:
+Curr mae: 6.6954; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8333; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:38:40,221 - INFO - Epoch: 0676 / 1300	lr: 9.987e-05
+2025-07-02 00:39:26,715 - INFO - Training: cls_zice: 10.678765506744385; reg_zipnll: -7.539211673736572; aux_mae_loss_1: 10.48268193244934; aux_mae_loss_2: 1.6780720496177672; cnt_loss: 2.5445242488384245;
+2025-07-02 00:39:26,716 - INFO - Evaluation:
+Curr mae: 6.9505; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3740; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:39:26,716 - INFO - Epoch: 0677 / 1300	lr: 9.985e-05
+2025-07-02 00:40:13,627 - INFO - Training: cls_zice: 11.188469128608704; reg_zipnll: -8.128591723442078; aux_mae_loss_1: 10.497734184265136; aux_mae_loss_2: 1.641482949256897; cnt_loss: 2.841308845281601;
+2025-07-02 00:40:13,628 - INFO - Evaluation:
+Curr mae: 6.9827; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3706; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0546; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:40:13,628 - INFO - Epoch: 0678 / 1300	lr: 9.983e-05
+2025-07-02 00:41:00,155 - INFO - Training: cls_zice: 9.967965688705444; reg_zipnll: -7.378776626586914; aux_mae_loss_1: 10.027806968688965; aux_mae_loss_2: 1.5756866419315338; cnt_loss: 2.2094246661663055;
+2025-07-02 00:41:00,156 - INFO - Evaluation:
+Curr mae: 6.8677; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6396; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:41:00,156 - INFO - Epoch: 0679 / 1300	lr: 9.981e-05
+2025-07-02 00:41:46,781 - INFO - Training: cls_zice: 11.116420202255249; reg_zipnll: -10.292999701499939; aux_mae_loss_1: 10.863918466567993; aux_mae_loss_2: 1.662000893354416; cnt_loss: 2.501117502450943;
+2025-07-02 00:41:46,781 - INFO - Evaluation:
+Curr mae: 7.0548; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8526; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0522; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:41:46,781 - INFO - Epoch: 0680 / 1300	lr: 9.978e-05
+2025-07-02 00:42:33,285 - INFO - Training: cls_zice: 10.907763984203338; reg_zipnll: -5.815135660171509; aux_mae_loss_1: 10.203735446929931; aux_mae_loss_2: 1.5782477176189422; cnt_loss: 2.4071003615856172;
+2025-07-02 00:42:33,286 - INFO - Evaluation:
+Curr mae: 6.7889; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5760; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:42:33,287 - INFO - Epoch: 0681 / 1300	lr: 9.976e-05
+2025-07-02 00:43:20,032 - INFO - Training: cls_zice: 11.137148699760438; reg_zipnll: -4.87222410440445; aux_mae_loss_1: 10.429368677139282; aux_mae_loss_2: 1.6140675973892211; cnt_loss: 2.5037738847732545;
+2025-07-02 00:43:20,033 - INFO - Evaluation:
+Curr mae: 7.3047; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4917; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0559; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:43:20,033 - INFO - Epoch: 0682 / 1300	lr: 9.974e-05
+2025-07-02 00:44:06,455 - INFO - Training: cls_zice: 11.185985488891601; reg_zipnll: -7.335397396087647; aux_mae_loss_1: 11.572191019058227; aux_mae_loss_2: 1.787193499803543; cnt_loss: 2.382128496170044;
+2025-07-02 00:44:06,456 - INFO - Evaluation:
+Curr mae: 7.1787; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6229; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0563; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:44:06,456 - INFO - Epoch: 0683 / 1300	lr: 9.971e-05
+2025-07-02 00:44:52,943 - INFO - Training: cls_zice: 10.925424189567567; reg_zipnll: -11.601249179840089; aux_mae_loss_1: 10.52139720916748; aux_mae_loss_2: 1.6417095828056336; cnt_loss: 2.2868470525741578;
+2025-07-02 00:44:52,944 - INFO - Evaluation:
+Curr mae: 6.8841; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8941; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0556; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:44:52,944 - INFO - Epoch: 0684 / 1300	lr: 9.968e-05
+2025-07-02 00:45:39,717 - INFO - Training: cls_zice: 11.425237460136414; reg_zipnll: -10.369275121688842; aux_mae_loss_1: 10.789583730697633; aux_mae_loss_2: 1.65846044421196; cnt_loss: 2.3102787816524506;
+2025-07-02 00:45:39,717 - INFO - Evaluation:
+Curr mae: 7.0467; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2345; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0536; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:45:39,718 - INFO - Epoch: 0685 / 1300	lr: 9.966e-05
+2025-07-02 00:46:26,356 - INFO - Training: cls_zice: 10.939131605625153; reg_zipnll: -6.217192420959472; aux_mae_loss_1: 10.41319842338562; aux_mae_loss_2: 1.5881201493740082; cnt_loss: 2.3446776878833773;
+2025-07-02 00:46:26,357 - INFO - Evaluation:
+Curr mae: 6.7020; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.4600; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0527; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:46:26,358 - INFO - Epoch: 0686 / 1300	lr: 9.963e-05
+2025-07-02 00:47:12,909 - INFO - Training: cls_zice: 10.15964941740036; reg_zipnll: -4.8790080356597905; aux_mae_loss_1: 9.858863182067871; aux_mae_loss_2: 1.5302449774742126; cnt_loss: 2.340480320453644;
+2025-07-02 00:47:12,910 - INFO - Evaluation:
+Curr mae: 8.5516; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2835; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0661; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:47:12,910 - INFO - Epoch: 0687 / 1300	lr: 9.960e-05
+2025-07-02 00:47:59,626 - INFO - Training: cls_zice: 10.916021871566773; reg_zipnll: -4.817634930610657; aux_mae_loss_1: 10.350076723098756; aux_mae_loss_2: 1.5890946757793427; cnt_loss: 2.314973100423813;
+2025-07-02 00:47:59,627 - INFO - Evaluation:
+Curr mae: 7.1229; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2786; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0563; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:47:59,627 - INFO - Epoch: 0688 / 1300	lr: 9.957e-05
+2025-07-02 00:48:46,341 - INFO - Training: cls_zice: 10.596356658935546; reg_zipnll: 0.13657201290130616; aux_mae_loss_1: 9.830465641021728; aux_mae_loss_2: 1.5138462603092193; cnt_loss: 2.396864376068115;
+2025-07-02 00:48:46,342 - INFO - Evaluation:
+Curr mae: 6.5188; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.2741; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0522; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:48:46,342 - INFO - Epoch: 0689 / 1300	lr: 9.953e-05
+2025-07-02 00:49:33,145 - INFO - Training: cls_zice: 10.092863421440125; reg_zipnll: -4.415478720664978; aux_mae_loss_1: 9.525426626205444; aux_mae_loss_2: 1.4697577250003815; cnt_loss: 2.3020878612995146;
+2025-07-02 00:49:33,146 - INFO - Evaluation:
+Curr mae: 7.1115; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9758; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0606; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:49:33,147 - INFO - Epoch: 0690 / 1300	lr: 9.950e-05
+2025-07-02 00:50:19,681 - INFO - Training: cls_zice: 11.03364688873291; reg_zipnll: -5.896204452514649; aux_mae_loss_1: 10.538170204162597; aux_mae_loss_2: 1.6063280802965165; cnt_loss: 2.35036048412323;
+2025-07-02 00:50:19,682 - INFO - Evaluation:
+Curr mae: 7.2449; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.3239; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0572; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:50:19,682 - INFO - Epoch: 0691 / 1300	lr: 9.946e-05
+2025-07-02 00:51:06,224 - INFO - Training: cls_zice: 11.067620935440063; reg_zipnll: -5.256918635368347; aux_mae_loss_1: 10.137053499221802; aux_mae_loss_2: 1.5794693636894226; cnt_loss: 2.386803970336914;
+2025-07-02 00:51:06,225 - INFO - Evaluation:
+Curr mae: 7.2331; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2992; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0571; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:51:06,225 - INFO - Epoch: 0692 / 1300	lr: 9.943e-05
+2025-07-02 00:51:52,608 - INFO - Training: cls_zice: 10.732034339904786; reg_zipnll: -5.613613595962525; aux_mae_loss_1: 10.557815999984742; aux_mae_loss_2: 1.6619911658763886; cnt_loss: 2.3634940779209135;
+2025-07-02 00:51:52,609 - INFO - Evaluation:
+Curr mae: 6.9894; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8462; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:51:52,609 - INFO - Epoch: 0693 / 1300	lr: 9.939e-05
+2025-07-02 00:52:39,196 - INFO - Training: cls_zice: 10.712313404083252; reg_zipnll: -9.824331731796265; aux_mae_loss_1: 10.66840036392212; aux_mae_loss_2: 1.6661824774742127; cnt_loss: 2.590601370334625;
+2025-07-02 00:52:39,198 - INFO - Evaluation:
+Curr mae: 7.5211; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.7890; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0576; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:52:39,198 - INFO - Epoch: 0694 / 1300	lr: 9.935e-05
+2025-07-02 00:53:26,094 - INFO - Training: cls_zice: 10.7076687002182; reg_zipnll: -6.765279231071472; aux_mae_loss_1: 10.202037181854248; aux_mae_loss_2: 1.6259829366207124; cnt_loss: 2.4739599514007566;
+2025-07-02 00:53:26,095 - INFO - Evaluation:
+Curr mae: 7.1470; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.6690; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:53:26,095 - INFO - Epoch: 0695 / 1300	lr: 9.931e-05
+2025-07-02 00:54:12,656 - INFO - Training: cls_zice: 10.794748311042786; reg_zipnll: -2.7281699132919313; aux_mae_loss_1: 9.778280458450318; aux_mae_loss_2: 1.4653066098690033; cnt_loss: 2.307348964214325;
+2025-07-02 00:54:12,657 - INFO - Evaluation:
+Curr mae: 7.3521; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.0497; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0552; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:54:12,657 - INFO - Epoch: 0696 / 1300	lr: 9.927e-05
+2025-07-02 00:54:59,242 - INFO - Training: cls_zice: 10.281020166873931; reg_zipnll: -6.2013767719268795; aux_mae_loss_1: 9.584925508499145; aux_mae_loss_2: 1.4784756207466125; cnt_loss: 2.2397631907463076;
+2025-07-02 00:54:59,243 - INFO - Evaluation:
+Curr mae: 7.2732; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9019; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0549; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:54:59,243 - INFO - Epoch: 0697 / 1300	lr: 9.923e-05
+2025-07-02 00:55:46,198 - INFO - Training: cls_zice: 9.991164174079895; reg_zipnll: -3.4918217945098875; aux_mae_loss_1: 9.514401960372926; aux_mae_loss_2: 1.5072053182125091; cnt_loss: 2.5281802368164064;
+2025-07-02 00:55:46,199 - INFO - Evaluation:
+Curr mae: 6.5623; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3950; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0541; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:55:46,199 - INFO - Epoch: 0698 / 1300	lr: 9.919e-05
+2025-07-02 00:56:33,314 - INFO - Training: cls_zice: 11.302387418746948; reg_zipnll: -9.607320837974548; aux_mae_loss_1: 10.710609712600707; aux_mae_loss_2: 1.6560371017456055; cnt_loss: 2.887423565387726;
+2025-07-02 00:56:33,315 - INFO - Evaluation:
+Curr mae: 7.0807; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7008; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0550; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:56:33,316 - INFO - Epoch: 0699 / 1300	lr: 9.914e-05
+2025-07-02 00:57:20,016 - INFO - Training: cls_zice: 10.633378434181214; reg_zipnll: -6.747672214508056; aux_mae_loss_1: 10.007047929763793; aux_mae_loss_2: 1.518141152858734; cnt_loss: 2.30860712826252;
+2025-07-02 00:57:20,017 - INFO - Evaluation:
+Curr mae: 7.2140; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2033; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0574; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:57:20,017 - INFO - Epoch: 0700 / 1300	lr: 9.910e-05
+2025-07-02 00:58:06,873 - INFO - Training: cls_zice: 10.459961085319518; reg_zipnll: -8.623855681419373; aux_mae_loss_1: 9.900855073928833; aux_mae_loss_2: 1.4925167155265808; cnt_loss: 2.261188545227051;
+2025-07-02 00:58:06,874 - INFO - Evaluation:
+Curr mae: 7.6494; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.8848; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:58:08,320 - INFO - Epoch: 0701 / 1300	lr: 9.905e-05
+2025-07-02 00:58:54,912 - INFO - Training: cls_zice: 11.000488104820251; reg_zipnll: -9.914142112731934; aux_mae_loss_1: 10.655339636802672; aux_mae_loss_2: 1.6746582329273223; cnt_loss: 2.3915206146240235;
+2025-07-02 00:58:54,913 - INFO - Evaluation:
+Curr mae: 7.9085; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.0790; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:58:54,913 - INFO - Epoch: 0702 / 1300	lr: 9.900e-05
+2025-07-02 00:59:41,763 - INFO - Training: cls_zice: 10.920075573921203; reg_zipnll: -6.911013813018799; aux_mae_loss_1: 10.319669437408447; aux_mae_loss_2: 1.584907250404358; cnt_loss: 2.3523539769649506;
+2025-07-02 00:59:41,764 - INFO - Evaluation:
+Curr mae: 7.2400; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7253; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 00:59:41,764 - INFO - Epoch: 0703 / 1300	lr: 9.895e-05
+2025-07-02 01:00:28,299 - INFO - Training: cls_zice: 10.264536180496215; reg_zipnll: -6.475222234725952; aux_mae_loss_1: 10.161352443695069; aux_mae_loss_2: 1.5713943779468535; cnt_loss: 2.2522870826721193;
+2025-07-02 01:00:28,300 - INFO - Evaluation:
+Curr mae: 7.2207; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7368; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0565; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:00:28,301 - INFO - Epoch: 0704 / 1300	lr: 9.890e-05
+2025-07-02 01:01:15,287 - INFO - Training: cls_zice: 10.116591854095459; reg_zipnll: -7.327286415100097; aux_mae_loss_1: 10.055031213760376; aux_mae_loss_2: 1.4896566760540009; cnt_loss: 2.1761463046073914;
+2025-07-02 01:01:15,288 - INFO - Evaluation:
+Curr mae: 7.6254; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.8175; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0549; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:01:15,288 - INFO - Epoch: 0705 / 1300	lr: 9.885e-05
+2025-07-02 01:02:01,964 - INFO - Training: cls_zice: 10.991516501903535; reg_zipnll: -4.399415469169616; aux_mae_loss_1: 10.086277952194214; aux_mae_loss_2: 1.5925358176231383; cnt_loss: 2.2785715043544768;
+2025-07-02 01:02:01,965 - INFO - Evaluation:
+Curr mae: 7.2880; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9537; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0553; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:02:01,965 - INFO - Epoch: 0706 / 1300	lr: 9.880e-05
+2025-07-02 01:02:48,529 - INFO - Training: cls_zice: 10.398524277210235; reg_zipnll: -5.512743797302246; aux_mae_loss_1: 9.84914671421051; aux_mae_loss_2: 1.5211066937446593; cnt_loss: 2.3643637132644653;
+2025-07-02 01:02:48,530 - INFO - Evaluation:
+Curr mae: 7.2105; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2890; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0531; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:02:48,530 - INFO - Epoch: 0707 / 1300	lr: 9.874e-05
+2025-07-02 01:03:35,361 - INFO - Training: cls_zice: 11.057528586387635; reg_zipnll: -7.672643098831177; aux_mae_loss_1: 10.557800674438477; aux_mae_loss_2: 1.6549717617034911; cnt_loss: 2.231321837902069;
+2025-07-02 01:03:35,362 - INFO - Evaluation:
+Curr mae: 7.0256; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0954; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0539; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:03:35,363 - INFO - Epoch: 0708 / 1300	lr: 9.869e-05
+2025-07-02 01:04:21,727 - INFO - Training: cls_zice: 10.352647565603256; reg_zipnll: -6.9039050221443174; aux_mae_loss_1: 9.745741906166076; aux_mae_loss_2: 1.5205517899990082; cnt_loss: 2.3118796515464783;
+2025-07-02 01:04:21,728 - INFO - Evaluation:
+Curr mae: 7.0625; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2606; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:04:21,728 - INFO - Epoch: 0709 / 1300	lr: 9.863e-05
+2025-07-02 01:05:08,296 - INFO - Training: cls_zice: 10.243008117675782; reg_zipnll: -6.134482789039612; aux_mae_loss_1: 9.706214408874512; aux_mae_loss_2: 1.4754726266860962; cnt_loss: 2.2077196860313415;
+2025-07-02 01:05:08,297 - INFO - Evaluation:
+Curr mae: 7.0131; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.3963; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0547; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:05:08,297 - INFO - Epoch: 0710 / 1300	lr: 9.858e-05
+2025-07-02 01:05:55,080 - INFO - Training: cls_zice: 10.692664349079132; reg_zipnll: -8.880614595413208; aux_mae_loss_1: 10.425902514457702; aux_mae_loss_2: 1.5929257047176362; cnt_loss: 2.3054461598396303;
+2025-07-02 01:05:55,081 - INFO - Evaluation:
+Curr mae: 6.8855; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0999; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0577; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:05:55,081 - INFO - Epoch: 0711 / 1300	lr: 9.852e-05
+2025-07-02 01:06:41,819 - INFO - Training: cls_zice: 10.761273205280304; reg_zipnll: -2.8533115768432618; aux_mae_loss_1: 9.849855890274048; aux_mae_loss_2: 1.5054713678359986; cnt_loss: 2.4525149655342102;
+2025-07-02 01:06:41,820 - INFO - Evaluation:
+Curr mae: 7.8462; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.4003; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0587; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:06:41,820 - INFO - Epoch: 0712 / 1300	lr: 9.846e-05
+2025-07-02 01:07:28,575 - INFO - Training: cls_zice: 11.045318088531495; reg_zipnll: -8.367288346290588; aux_mae_loss_1: 10.22842710018158; aux_mae_loss_2: 1.5592138218879699; cnt_loss: 2.5274409782886504;
+2025-07-02 01:07:28,576 - INFO - Evaluation:
+Curr mae: 7.9372; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.1037; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:07:28,576 - INFO - Epoch: 0713 / 1300	lr: 9.840e-05
+2025-07-02 01:08:15,268 - INFO - Training: cls_zice: 9.774164400100709; reg_zipnll: -7.187315711975097; aux_mae_loss_1: 9.966122884750366; aux_mae_loss_2: 1.5469496428966523; cnt_loss: 2.2834396529197694;
+2025-07-02 01:08:15,269 - INFO - Evaluation:
+Curr mae: 7.1841; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8899; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0564; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:08:15,269 - INFO - Epoch: 0714 / 1300	lr: 9.833e-05
+2025-07-02 01:09:02,112 - INFO - Training: cls_zice: 11.016684198379517; reg_zipnll: -9.0685693359375; aux_mae_loss_1: 10.460659713745118; aux_mae_loss_2: 1.6130978286266326; cnt_loss: 2.376878387928009;
+2025-07-02 01:09:02,113 - INFO - Evaluation:
+Curr mae: 7.1182; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0882; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0517; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:09:02,113 - INFO - Epoch: 0715 / 1300	lr: 9.827e-05
+2025-07-02 01:09:48,844 - INFO - Training: cls_zice: 10.973567914962768; reg_zipnll: -6.816084837913513; aux_mae_loss_1: 10.316211433410645; aux_mae_loss_2: 1.5921545958518981; cnt_loss: 2.2323716604709625;
+2025-07-02 01:09:48,845 - INFO - Evaluation:
+Curr mae: 6.9280; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2798; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:09:48,846 - INFO - Epoch: 0716 / 1300	lr: 9.821e-05
+2025-07-02 01:10:35,269 - INFO - Training: cls_zice: 9.678703212738037; reg_zipnll: -10.129185218811035; aux_mae_loss_1: 10.184798893928528; aux_mae_loss_2: 1.5024383497238158; cnt_loss: 2.004339529275894;
+2025-07-02 01:10:35,270 - INFO - Evaluation:
+Curr mae: 7.1295; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9652; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0556; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:10:35,270 - INFO - Epoch: 0717 / 1300	lr: 9.814e-05
+2025-07-02 01:11:22,230 - INFO - Training: cls_zice: 10.578809294700623; reg_zipnll: -8.803725638389587; aux_mae_loss_1: 10.253103141784669; aux_mae_loss_2: 1.6096231853961944; cnt_loss: 2.5441733705997467;
+2025-07-02 01:11:22,231 - INFO - Evaluation:
+Curr mae: 7.3183; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0931; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0575; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:11:22,231 - INFO - Epoch: 0718 / 1300	lr: 9.808e-05
+2025-07-02 01:12:08,906 - INFO - Training: cls_zice: 10.256627469062805; reg_zipnll: -8.92184651851654; aux_mae_loss_1: 9.987211284637452; aux_mae_loss_2: 1.5619514548778535; cnt_loss: 2.158219712972641;
+2025-07-02 01:12:08,907 - INFO - Evaluation:
+Curr mae: 6.8254; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6572; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0527; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:12:08,907 - INFO - Epoch: 0719 / 1300	lr: 9.801e-05
+2025-07-02 01:12:55,516 - INFO - Training: cls_zice: 10.332416443824767; reg_zipnll: -5.279745259284973; aux_mae_loss_1: 10.09420524597168; aux_mae_loss_2: 1.5348253631591797; cnt_loss: 2.055708863735199;
+2025-07-02 01:12:55,517 - INFO - Evaluation:
+Curr mae: 6.9197; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2005; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0521; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:12:55,518 - INFO - Epoch: 0720 / 1300	lr: 9.794e-05
+2025-07-02 01:13:42,434 - INFO - Training: cls_zice: 10.496333231925965; reg_zipnll: -4.9920728969573975; aux_mae_loss_1: 9.753306274414063; aux_mae_loss_2: 1.45572372674942; cnt_loss: 2.211856187582016;
+2025-07-02 01:13:42,435 - INFO - Evaluation:
+Curr mae: 6.6915; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1488; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0502; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:13:42,435 - INFO - Epoch: 0721 / 1300	lr: 9.787e-05
+2025-07-02 01:14:28,980 - INFO - Training: cls_zice: 10.418773946762085; reg_zipnll: -3.22428427696228; aux_mae_loss_1: 9.6462144947052; aux_mae_loss_2: 1.4406078219413758; cnt_loss: 2.276709738969803;
+2025-07-02 01:14:28,981 - INFO - Evaluation:
+Curr mae: 7.5210; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0167; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0582; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:14:28,981 - INFO - Epoch: 0722 / 1300	lr: 9.780e-05
+2025-07-02 01:15:15,103 - INFO - Training: cls_zice: 11.096072907447814; reg_zipnll: -8.78756772994995; aux_mae_loss_1: 10.505715198516846; aux_mae_loss_2: 1.6201227462291719; cnt_loss: 2.3012601214647295;
+2025-07-02 01:15:15,104 - INFO - Evaluation:
+Curr mae: 7.2850; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7285; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0592; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:15:15,104 - INFO - Epoch: 0723 / 1300	lr: 9.773e-05
+2025-07-02 01:16:01,480 - INFO - Training: cls_zice: 10.65712788581848; reg_zipnll: -10.318612508773803; aux_mae_loss_1: 10.133291139602662; aux_mae_loss_2: 1.5534589648246766; cnt_loss: 2.604997630119324;
+2025-07-02 01:16:01,481 - INFO - Evaluation:
+Curr mae: 7.0204; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3217; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0571; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:16:01,481 - INFO - Epoch: 0724 / 1300	lr: 9.765e-05
+2025-07-02 01:16:48,145 - INFO - Training: cls_zice: 10.744936833381653; reg_zipnll: -13.464585762023926; aux_mae_loss_1: 10.472809410095214; aux_mae_loss_2: 1.611788432598114; cnt_loss: 2.238685739040375;
+2025-07-02 01:16:48,145 - INFO - Evaluation:
+Curr mae: 6.9997; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9614; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0512; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:16:48,145 - INFO - Epoch: 0725 / 1300	lr: 9.758e-05
+2025-07-02 01:17:34,956 - INFO - Training: cls_zice: 9.944395396709442; reg_zipnll: -5.265508165359497; aux_mae_loss_1: 9.9875172996521; aux_mae_loss_2: 1.512651047706604; cnt_loss: 1.8392122626304626;
+2025-07-02 01:17:34,956 - INFO - Evaluation:
+Curr mae: 6.9945; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1112; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0555; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:17:34,956 - INFO - Epoch: 0726 / 1300	lr: 9.750e-05
+2025-07-02 01:18:21,693 - INFO - Training: cls_zice: 10.310019114017486; reg_zipnll: -4.344625787734985; aux_mae_loss_1: 9.58009437561035; aux_mae_loss_2: 1.4485852348804473; cnt_loss: 2.4354479658603667;
+2025-07-02 01:18:21,694 - INFO - Evaluation:
+Curr mae: 7.8060; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.8728; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0564; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:18:21,694 - INFO - Epoch: 0727 / 1300	lr: 9.742e-05
+2025-07-02 01:19:08,100 - INFO - Training: cls_zice: 10.836473503112792; reg_zipnll: -9.80476366519928; aux_mae_loss_1: 10.448116226196289; aux_mae_loss_2: 1.5976225912570954; cnt_loss: 2.2529300439357756;
+2025-07-02 01:19:08,101 - INFO - Evaluation:
+Curr mae: 6.8124; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1021; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0521; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:19:08,101 - INFO - Epoch: 0728 / 1300	lr: 9.735e-05
+2025-07-02 01:19:54,751 - INFO - Training: cls_zice: 10.619390614032746; reg_zipnll: -11.27823968410492; aux_mae_loss_1: 10.712425651550292; aux_mae_loss_2: 1.6960544741153718; cnt_loss: 2.378234100341797;
+2025-07-02 01:19:54,752 - INFO - Evaluation:
+Curr mae: 6.6997; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0429; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0531; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:19:54,752 - INFO - Epoch: 0729 / 1300	lr: 9.727e-05
+2025-07-02 01:20:41,444 - INFO - Training: cls_zice: 10.720829629898072; reg_zipnll: -6.967459664344788; aux_mae_loss_1: 10.073663911819459; aux_mae_loss_2: 1.5153638315200806; cnt_loss: 2.203446433544159;
+2025-07-02 01:20:41,445 - INFO - Evaluation:
+Curr mae: 7.2559; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7405; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0541; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:20:41,445 - INFO - Epoch: 0730 / 1300	lr: 9.719e-05
+2025-07-02 01:21:28,220 - INFO - Training: cls_zice: 10.33951506614685; reg_zipnll: -6.704636116027832; aux_mae_loss_1: 9.945595321655274; aux_mae_loss_2: 1.5372224378585815; cnt_loss: 2.365632041096687;
+2025-07-02 01:21:28,221 - INFO - Evaluation:
+Curr mae: 6.7930; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0569; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0521; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:21:28,221 - INFO - Epoch: 0731 / 1300	lr: 9.711e-05
+2025-07-02 01:22:15,198 - INFO - Training: cls_zice: 9.750053029060364; reg_zipnll: -11.859948477745057; aux_mae_loss_1: 9.693865728378295; aux_mae_loss_2: 1.5458753776550294; cnt_loss: 2.3816949522495268;
+2025-07-02 01:22:15,199 - INFO - Evaluation:
+Curr mae: 6.8550; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2813; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:22:15,199 - INFO - Epoch: 0732 / 1300	lr: 9.702e-05
+2025-07-02 01:23:01,649 - INFO - Training: cls_zice: 11.000738735198974; reg_zipnll: -9.216417064666748; aux_mae_loss_1: 10.165841627120972; aux_mae_loss_2: 1.5602139842510223; cnt_loss: 2.645806325674057;
+2025-07-02 01:23:01,650 - INFO - Evaluation:
+Curr mae: 7.6786; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4614; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:23:01,650 - INFO - Epoch: 0733 / 1300	lr: 9.694e-05
+2025-07-02 01:23:48,515 - INFO - Training: cls_zice: 10.110992369651795; reg_zipnll: -5.992395825386048; aux_mae_loss_1: 9.373746395111084; aux_mae_loss_2: 1.4551334536075593; cnt_loss: 2.386098700761795;
+2025-07-02 01:23:48,516 - INFO - Evaluation:
+Curr mae: 7.0610; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2917; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0578; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:23:48,516 - INFO - Epoch: 0734 / 1300	lr: 9.686e-05
+2025-07-02 01:24:35,246 - INFO - Training: cls_zice: 10.716933832168579; reg_zipnll: -10.815485439300538; aux_mae_loss_1: 10.803370304107666; aux_mae_loss_2: 1.680143346786499; cnt_loss: 2.4128669571876524;
+2025-07-02 01:24:35,247 - INFO - Evaluation:
+Curr mae: 7.7644; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.3686; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0567; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:24:35,247 - INFO - Epoch: 0735 / 1300	lr: 9.677e-05
+2025-07-02 01:25:21,956 - INFO - Training: cls_zice: 9.983040227890015; reg_zipnll: -4.283981709480286; aux_mae_loss_1: 9.541322650909423; aux_mae_loss_2: 1.4586942934989928; cnt_loss: 2.2640681290626525;
+2025-07-02 01:25:21,957 - INFO - Evaluation:
+Curr mae: 7.5845; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.5255; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0582; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:25:21,957 - INFO - Epoch: 0736 / 1300	lr: 9.668e-05
+2025-07-02 01:26:08,621 - INFO - Training: cls_zice: 10.271739091873169; reg_zipnll: -10.091342210769653; aux_mae_loss_1: 9.715151624679566; aux_mae_loss_2: 1.4506822907924652; cnt_loss: 2.0707120978832245;
+2025-07-02 01:26:08,621 - INFO - Evaluation:
+Curr mae: 7.0267; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4898; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:26:08,622 - INFO - Epoch: 0737 / 1300	lr: 9.660e-05
+2025-07-02 01:26:55,562 - INFO - Training: cls_zice: 10.436467127799988; reg_zipnll: -4.405718908309937; aux_mae_loss_1: 9.911402297019958; aux_mae_loss_2: 1.5172725296020508; cnt_loss: 2.060526746511459;
+2025-07-02 01:26:55,563 - INFO - Evaluation:
+Curr mae: 7.0414; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9210; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0538; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:26:55,563 - INFO - Epoch: 0738 / 1300	lr: 9.651e-05
+2025-07-02 01:27:42,071 - INFO - Training: cls_zice: 9.909723334312439; reg_zipnll: -11.388776009082795; aux_mae_loss_1: 10.241770782470702; aux_mae_loss_2: 1.5939319396018983; cnt_loss: 1.986291422843933;
+2025-07-02 01:27:42,072 - INFO - Evaluation:
+Curr mae: 6.7500; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7271; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:27:42,072 - INFO - Epoch: 0739 / 1300	lr: 9.642e-05
+2025-07-02 01:28:28,679 - INFO - Training: cls_zice: 11.133181576728822; reg_zipnll: -14.438948068618775; aux_mae_loss_1: 11.225724906921387; aux_mae_loss_2: 1.748210804462433; cnt_loss: 2.0849522292613982;
+2025-07-02 01:28:28,680 - INFO - Evaluation:
+Curr mae: 7.0609; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6328; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0566; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:28:28,680 - INFO - Epoch: 0740 / 1300	lr: 9.632e-05
+2025-07-02 01:29:15,202 - INFO - Training: cls_zice: 10.274392967224122; reg_zipnll: -8.558747024536133; aux_mae_loss_1: 9.927201890945435; aux_mae_loss_2: 1.5275928366184235; cnt_loss: 2.1773462307453157;
+2025-07-02 01:29:15,203 - INFO - Evaluation:
+Curr mae: 6.8251; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5470; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0533; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:29:15,203 - INFO - Epoch: 0741 / 1300	lr: 9.623e-05
+2025-07-02 01:30:01,872 - INFO - Training: cls_zice: 10.261965708732605; reg_zipnll: -7.660524644851685; aux_mae_loss_1: 9.631034078598022; aux_mae_loss_2: 1.443822455406189; cnt_loss: 1.8963689768314362;
+2025-07-02 01:30:01,873 - INFO - Evaluation:
+Curr mae: 6.9340; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0533; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0556; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:30:01,873 - INFO - Epoch: 0742 / 1300	lr: 9.614e-05
+2025-07-02 01:30:48,103 - INFO - Training: cls_zice: 10.698143336772919; reg_zipnll: -7.245123009681702; aux_mae_loss_1: 10.129108920097352; aux_mae_loss_2: 1.5600304782390595; cnt_loss: 2.1064427161216734;
+2025-07-02 01:30:48,104 - INFO - Evaluation:
+Curr mae: 7.3063; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.0738; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0530; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:30:48,104 - INFO - Epoch: 0743 / 1300	lr: 9.604e-05
+2025-07-02 01:31:34,738 - INFO - Training: cls_zice: 10.70267680644989; reg_zipnll: -12.411048402786255; aux_mae_loss_1: 10.266424570083618; aux_mae_loss_2: 1.6249213862419127; cnt_loss: 2.430961393713951;
+2025-07-02 01:31:34,738 - INFO - Evaluation:
+Curr mae: 7.6399; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.8096; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0591; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:31:34,738 - INFO - Epoch: 0744 / 1300	lr: 9.595e-05
+2025-07-02 01:32:21,496 - INFO - Training: cls_zice: 10.361006889343262; reg_zipnll: -5.298642268180847; aux_mae_loss_1: 10.136601371765137; aux_mae_loss_2: 1.5335841083526611; cnt_loss: 2.0665185952186587;
+2025-07-02 01:32:21,496 - INFO - Evaluation:
+Curr mae: 7.1424; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5605; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0547; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:32:21,496 - INFO - Epoch: 0745 / 1300	lr: 9.585e-05
+2025-07-02 01:33:08,002 - INFO - Training: cls_zice: 9.94438452243805; reg_zipnll: -6.6634429788589475; aux_mae_loss_1: 9.754170923233032; aux_mae_loss_2: 1.4786085438728334; cnt_loss: 2.0433424150943758;
+2025-07-02 01:33:08,003 - INFO - Evaluation:
+Curr mae: 7.4844; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1936; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0556; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:33:08,003 - INFO - Epoch: 0746 / 1300	lr: 9.575e-05
+2025-07-02 01:33:54,593 - INFO - Training: cls_zice: 10.040842084884643; reg_zipnll: -2.786944751739502; aux_mae_loss_1: 9.654194717407227; aux_mae_loss_2: 1.4776826000213623; cnt_loss: 2.1552174624800684;
+2025-07-02 01:33:54,594 - INFO - Evaluation:
+Curr mae: 7.3930; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2952; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0562; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:33:54,594 - INFO - Epoch: 0747 / 1300	lr: 9.565e-05
+2025-07-02 01:34:40,704 - INFO - Training: cls_zice: 10.673292529582977; reg_zipnll: -8.959429306983948; aux_mae_loss_1: 10.426938261985779; aux_mae_loss_2: 1.6282764041423798; cnt_loss: 2.301661558151245;
+2025-07-02 01:34:40,705 - INFO - Evaluation:
+Curr mae: 7.6340; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.8065; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0576; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:34:40,705 - INFO - Epoch: 0748 / 1300	lr: 9.555e-05
+2025-07-02 01:35:27,235 - INFO - Training: cls_zice: 10.24848647594452; reg_zipnll: -2.874516038894653; aux_mae_loss_1: 9.766854066848754; aux_mae_loss_2: 1.4704804599285126; cnt_loss: 2.0842752873897554;
+2025-07-02 01:35:27,236 - INFO - Evaluation:
+Curr mae: 7.3252; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.9277; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:35:27,236 - INFO - Epoch: 0749 / 1300	lr: 9.545e-05
+2025-07-02 01:36:13,834 - INFO - Training: cls_zice: 10.335803031921387; reg_zipnll: -11.204746236801148; aux_mae_loss_1: 10.199670763015748; aux_mae_loss_2: 1.5558499479293824; cnt_loss: 2.0050990414619445;
+2025-07-02 01:36:13,835 - INFO - Evaluation:
+Curr mae: 7.2311; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.6708; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0550; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:36:13,835 - INFO - Epoch: 0750 / 1300	lr: 9.535e-05
+2025-07-02 01:37:00,027 - INFO - Training: cls_zice: 10.188144030570983; reg_zipnll: -5.077617664337158; aux_mae_loss_1: 9.66995756149292; aux_mae_loss_2: 1.4699317944049834; cnt_loss: 2.0288962721824646;
+2025-07-02 01:37:00,028 - INFO - Evaluation:
+Curr mae: 7.3833; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.7145; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0546; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:37:01,335 - INFO - Epoch: 0751 / 1300	lr: 9.525e-05
+2025-07-02 01:37:47,623 - INFO - Training: cls_zice: 9.863109884262085; reg_zipnll: -6.531253814697266; aux_mae_loss_1: 9.57501540184021; aux_mae_loss_2: 1.4433862316608428; cnt_loss: 1.8726195096969604;
+2025-07-02 01:37:47,624 - INFO - Evaluation:
+Curr mae: 7.1816; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8025; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0567; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:37:47,624 - INFO - Epoch: 0752 / 1300	lr: 9.514e-05
+2025-07-02 01:38:34,339 - INFO - Training: cls_zice: 10.268680820465088; reg_zipnll: -9.395499148368835; aux_mae_loss_1: 9.921566033363343; aux_mae_loss_2: 1.495495434999466; cnt_loss: 2.015470641851425;
+2025-07-02 01:38:34,340 - INFO - Evaluation:
+Curr mae: 7.2533; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2351; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0562; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:38:34,340 - INFO - Epoch: 0753 / 1300	lr: 9.504e-05
+2025-07-02 01:39:20,980 - INFO - Training: cls_zice: 9.306582126617432; reg_zipnll: -6.254155559539795; aux_mae_loss_1: 9.493999643325806; aux_mae_loss_2: 1.4440696442127228; cnt_loss: 2.0723395526409147;
+2025-07-02 01:39:20,981 - INFO - Evaluation:
+Curr mae: 7.0583; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6353; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0560; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:39:20,981 - INFO - Epoch: 0754 / 1300	lr: 9.493e-05
+2025-07-02 01:40:07,670 - INFO - Training: cls_zice: 10.008840837478637; reg_zipnll: -8.579628963470459; aux_mae_loss_1: 9.76348394870758; aux_mae_loss_2: 1.5240681433677674; cnt_loss: 2.322066054344177;
+2025-07-02 01:40:07,671 - INFO - Evaluation:
+Curr mae: 7.0869; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5518; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:40:07,671 - INFO - Epoch: 0755 / 1300	lr: 9.482e-05
+2025-07-02 01:40:54,341 - INFO - Training: cls_zice: 10.309252996444702; reg_zipnll: -11.041668484210968; aux_mae_loss_1: 9.659216108322143; aux_mae_loss_2: 1.4891945672035218; cnt_loss: 2.0953165805339813;
+2025-07-02 01:40:54,343 - INFO - Evaluation:
+Curr mae: 7.2411; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8893; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0549; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:40:54,343 - INFO - Epoch: 0756 / 1300	lr: 9.471e-05
+2025-07-02 01:41:40,759 - INFO - Training: cls_zice: 10.00284903049469; reg_zipnll: -2.386754093170166; aux_mae_loss_1: 9.917583923339844; aux_mae_loss_2: 1.5028258502483367; cnt_loss: 2.0433603501319886;
+2025-07-02 01:41:40,760 - INFO - Evaluation:
+Curr mae: 6.9789; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5679; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:41:40,760 - INFO - Epoch: 0757 / 1300	lr: 9.460e-05
+2025-07-02 01:42:27,266 - INFO - Training: cls_zice: 10.427728233337403; reg_zipnll: -6.423038730621338; aux_mae_loss_1: 9.666223878860473; aux_mae_loss_2: 1.471604083776474; cnt_loss: 2.069046536684036;
+2025-07-02 01:42:27,267 - INFO - Evaluation:
+Curr mae: 7.5724; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2934; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0582; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:42:27,267 - INFO - Epoch: 0758 / 1300	lr: 9.449e-05
+2025-07-02 01:43:14,016 - INFO - Training: cls_zice: 10.699056916236877; reg_zipnll: -13.333368420600891; aux_mae_loss_1: 10.433776636123657; aux_mae_loss_2: 1.6046145021915437; cnt_loss: 2.512437334060669;
+2025-07-02 01:43:14,017 - INFO - Evaluation:
+Curr mae: 7.3391; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.1721; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0554; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:43:14,017 - INFO - Epoch: 0759 / 1300	lr: 9.438e-05
+2025-07-02 01:44:00,577 - INFO - Training: cls_zice: 10.230703320503235; reg_zipnll: -4.525635232925415; aux_mae_loss_1: 9.579780983924866; aux_mae_loss_2: 1.4300188207626343; cnt_loss: 1.9745864570140839;
+2025-07-02 01:44:00,578 - INFO - Evaluation:
+Curr mae: 7.4990; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2501; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0587; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:44:00,578 - INFO - Epoch: 0760 / 1300	lr: 9.427e-05
+2025-07-02 01:44:47,174 - INFO - Training: cls_zice: 9.8404326069355; reg_zipnll: -4.773950779438019; aux_mae_loss_1: 9.42779658317566; aux_mae_loss_2: 1.413038704395294; cnt_loss: 2.1426456141471864;
+2025-07-02 01:44:47,175 - INFO - Evaluation:
+Curr mae: 7.0920; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4453; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0552; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:44:47,175 - INFO - Epoch: 0761 / 1300	lr: 9.416e-05
+2025-07-02 01:45:33,875 - INFO - Training: cls_zice: 10.459087886810302; reg_zipnll: -7.612612104415893; aux_mae_loss_1: 10.417694244384766; aux_mae_loss_2: 1.5834507405757905; cnt_loss: 2.283623358011246;
+2025-07-02 01:45:33,876 - INFO - Evaluation:
+Curr mae: 6.6835; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5772; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0534; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:45:33,877 - INFO - Epoch: 0762 / 1300	lr: 9.404e-05
+2025-07-02 01:46:20,400 - INFO - Training: cls_zice: 9.690988326072693; reg_zipnll: -7.13715630531311; aux_mae_loss_1: 9.058883666992188; aux_mae_loss_2: 1.362003253698349; cnt_loss: 1.8760533064603806;
+2025-07-02 01:46:20,401 - INFO - Evaluation:
+Curr mae: 7.6628; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1005; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0605; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:46:20,401 - INFO - Epoch: 0763 / 1300	lr: 9.392e-05
+2025-07-02 01:47:07,078 - INFO - Training: cls_zice: 10.078845481872559; reg_zipnll: -10.528680739402771; aux_mae_loss_1: 10.142845191955566; aux_mae_loss_2: 1.5694504415988921; cnt_loss: 1.9914877128601074;
+2025-07-02 01:47:07,079 - INFO - Evaluation:
+Curr mae: 7.3577; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0725; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0559; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:47:07,079 - INFO - Epoch: 0764 / 1300	lr: 9.381e-05
+2025-07-02 01:47:53,522 - INFO - Training: cls_zice: 10.027711944580078; reg_zipnll: -1.4645628452301025; aux_mae_loss_1: 9.50402738571167; aux_mae_loss_2: 1.4795809662342072; cnt_loss: 2.156436938047409;
+2025-07-02 01:47:53,523 - INFO - Evaluation:
+Curr mae: 6.9770; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4045; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0538; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:47:53,523 - INFO - Epoch: 0765 / 1300	lr: 9.369e-05
+2025-07-02 01:48:40,159 - INFO - Training: cls_zice: 10.585422883033752; reg_zipnll: -8.412981538772582; aux_mae_loss_1: 10.40026804447174; aux_mae_loss_2: 1.5675559318065644; cnt_loss: 2.2740603744983674;
+2025-07-02 01:48:40,160 - INFO - Evaluation:
+Curr mae: 7.1584; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0269; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:48:40,160 - INFO - Epoch: 0766 / 1300	lr: 9.357e-05
+2025-07-02 01:49:26,629 - INFO - Training: cls_zice: 10.388451719284058; reg_zipnll: -7.9653426456451415; aux_mae_loss_1: 9.770362138748169; aux_mae_loss_2: 1.4696037006378173; cnt_loss: 2.2663538217544557;
+2025-07-02 01:49:26,630 - INFO - Evaluation:
+Curr mae: 7.5049; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.3665; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0556; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:49:26,630 - INFO - Epoch: 0767 / 1300	lr: 9.345e-05
+2025-07-02 01:50:13,176 - INFO - Training: cls_zice: 10.081368935108184; reg_zipnll: -8.564735989570618; aux_mae_loss_1: 9.659716529846191; aux_mae_loss_2: 1.5115364849567414; cnt_loss: 2.102696980237961;
+2025-07-02 01:50:13,177 - INFO - Evaluation:
+Curr mae: 7.1682; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2789; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0596; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:50:13,177 - INFO - Epoch: 0768 / 1300	lr: 9.333e-05
+2025-07-02 01:50:59,821 - INFO - Training: cls_zice: 9.475008630752564; reg_zipnll: -7.949190092086792; aux_mae_loss_1: 8.921093339920043; aux_mae_loss_2: 1.3378312718868255; cnt_loss: 1.7685001838207244;
+2025-07-02 01:50:59,822 - INFO - Evaluation:
+Curr mae: 7.0673; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5796; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0534; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:50:59,822 - INFO - Epoch: 0769 / 1300	lr: 9.321e-05
+2025-07-02 01:51:46,268 - INFO - Training: cls_zice: 10.162221903800964; reg_zipnll: -3.6345449042320253; aux_mae_loss_1: 9.442047386169433; aux_mae_loss_2: 1.4364088785648346; cnt_loss: 1.9210288691520692;
+2025-07-02 01:51:46,269 - INFO - Evaluation:
+Curr mae: 6.6825; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8651; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0518; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:51:46,269 - INFO - Epoch: 0770 / 1300	lr: 9.308e-05
+2025-07-02 01:52:32,848 - INFO - Training: cls_zice: 10.308428535461426; reg_zipnll: -9.052988984584807; aux_mae_loss_1: 9.488907670974731; aux_mae_loss_2: 1.4257744753360748; cnt_loss: 2.061420521736145;
+2025-07-02 01:52:32,849 - INFO - Evaluation:
+Curr mae: 7.0814; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3695; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:52:32,849 - INFO - Epoch: 0771 / 1300	lr: 9.296e-05
+2025-07-02 01:53:19,230 - INFO - Training: cls_zice: 9.550803055763245; reg_zipnll: -4.6286546325683595; aux_mae_loss_1: 9.518273611068725; aux_mae_loss_2: 1.4700451362133027; cnt_loss: 1.9803992146253586;
+2025-07-02 01:53:19,231 - INFO - Evaluation:
+Curr mae: 7.2829; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5121; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0597; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:53:19,231 - INFO - Epoch: 0772 / 1300	lr: 9.283e-05
+2025-07-02 01:54:06,038 - INFO - Training: cls_zice: 10.081392421722413; reg_zipnll: -6.073557796478272; aux_mae_loss_1: 9.110857791900635; aux_mae_loss_2: 1.3612866723537445; cnt_loss: 2.050333744287491;
+2025-07-02 01:54:06,039 - INFO - Evaluation:
+Curr mae: 7.0674; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1838; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:54:06,039 - INFO - Epoch: 0773 / 1300	lr: 9.271e-05
+2025-07-02 01:54:52,211 - INFO - Training: cls_zice: 10.377949194908142; reg_zipnll: -8.752995147705079; aux_mae_loss_1: 9.74312659740448; aux_mae_loss_2: 1.5155352282524108; cnt_loss: 2.129784907102585;
+2025-07-02 01:54:52,211 - INFO - Evaluation:
+Curr mae: 7.0346; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7625; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0545; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:54:52,211 - INFO - Epoch: 0774 / 1300	lr: 9.258e-05
+2025-07-02 01:55:38,756 - INFO - Training: cls_zice: 9.674655556678772; reg_zipnll: -1.341739192008972; aux_mae_loss_1: 9.60378255367279; aux_mae_loss_2: 1.437962515950203; cnt_loss: 2.020260442495346;
+2025-07-02 01:55:38,757 - INFO - Evaluation:
+Curr mae: 7.8793; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.4464; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:55:38,757 - INFO - Epoch: 0775 / 1300	lr: 9.245e-05
+2025-07-02 01:56:25,497 - INFO - Training: cls_zice: 9.882976269721985; reg_zipnll: -8.89124243736267; aux_mae_loss_1: 9.839555778503417; aux_mae_loss_2: 1.5239783132076263; cnt_loss: 2.3145909440517425;
+2025-07-02 01:56:25,498 - INFO - Evaluation:
+Curr mae: 7.1642; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0080; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0553; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:56:25,498 - INFO - Epoch: 0776 / 1300	lr: 9.232e-05
+2025-07-02 01:57:11,798 - INFO - Training: cls_zice: 10.111973295211792; reg_zipnll: -7.368346481323242; aux_mae_loss_1: 10.078550982475281; aux_mae_loss_2: 1.4972056353092194; cnt_loss: 2.1140457403659823;
+2025-07-02 01:57:11,799 - INFO - Evaluation:
+Curr mae: 7.0936; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4559; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0541; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:57:11,799 - INFO - Epoch: 0777 / 1300	lr: 9.219e-05
+2025-07-02 01:57:58,264 - INFO - Training: cls_zice: 9.846928567886353; reg_zipnll: -2.385887496471405; aux_mae_loss_1: 9.064682784080505; aux_mae_loss_2: 1.369710944890976; cnt_loss: 2.057319028377533;
+2025-07-02 01:57:58,265 - INFO - Evaluation:
+Curr mae: 6.9394; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8389; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:57:58,266 - INFO - Epoch: 0778 / 1300	lr: 9.206e-05
+2025-07-02 01:58:44,932 - INFO - Training: cls_zice: 9.738847632408142; reg_zipnll: -4.750456624031067; aux_mae_loss_1: 9.049829483032227; aux_mae_loss_2: 1.3648139292001724; cnt_loss: 2.0151134014129637;
+2025-07-02 01:58:44,933 - INFO - Evaluation:
+Curr mae: 7.1348; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8572; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0587; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:58:44,933 - INFO - Epoch: 0779 / 1300	lr: 9.193e-05
+2025-07-02 01:59:31,385 - INFO - Training: cls_zice: 10.11255871772766; reg_zipnll: -5.325978221893311; aux_mae_loss_1: 9.533124198913574; aux_mae_loss_2: 1.4628842425346376; cnt_loss: 2.1349959707260133;
+2025-07-02 01:59:31,385 - INFO - Evaluation:
+Curr mae: 6.7197; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0191; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 01:59:31,386 - INFO - Epoch: 0780 / 1300	lr: 9.179e-05
+2025-07-02 02:00:18,370 - INFO - Training: cls_zice: 10.530260758399963; reg_zipnll: -7.709695901870727; aux_mae_loss_1: 9.64811429977417; aux_mae_loss_2: 1.434321609735489; cnt_loss: 2.012760146856308;
+2025-07-02 02:00:18,371 - INFO - Evaluation:
+Curr mae: 7.3086; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.9553; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:00:18,371 - INFO - Epoch: 0781 / 1300	lr: 9.166e-05
+2025-07-02 02:01:04,882 - INFO - Training: cls_zice: 8.99529400587082; reg_zipnll: -2.3951653671264648; aux_mae_loss_1: 9.409740200042725; aux_mae_loss_2: 1.475281606912613; cnt_loss: 2.0319691526889803;
+2025-07-02 02:01:04,882 - INFO - Evaluation:
+Curr mae: 6.8864; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3864; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0521; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:01:04,883 - INFO - Epoch: 0782 / 1300	lr: 9.152e-05
+2025-07-02 02:01:51,172 - INFO - Training: cls_zice: 10.08075846195221; reg_zipnll: -7.524195375442505; aux_mae_loss_1: 9.998056597709656; aux_mae_loss_2: 1.5605673968791962; cnt_loss: 2.080798672437668;
+2025-07-02 02:01:51,173 - INFO - Evaluation:
+Curr mae: 7.3385; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0293; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0607; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:01:51,173 - INFO - Epoch: 0783 / 1300	lr: 9.139e-05
+2025-07-02 02:02:37,456 - INFO - Training: cls_zice: 9.936982288360596; reg_zipnll: -10.480243835449219; aux_mae_loss_1: 9.538337001800537; aux_mae_loss_2: 1.4725052034854889; cnt_loss: 2.2633204007148744;
+2025-07-02 02:02:37,457 - INFO - Evaluation:
+Curr mae: 7.0862; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9549; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0583; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:02:37,457 - INFO - Epoch: 0784 / 1300	lr: 9.125e-05
+2025-07-02 02:03:24,315 - INFO - Training: cls_zice: 9.34361515045166; reg_zipnll: -3.6445926570892335; aux_mae_loss_1: 8.528061165809632; aux_mae_loss_2: 1.2884506595134735; cnt_loss: 2.0355270922183992;
+2025-07-02 02:03:24,316 - INFO - Evaluation:
+Curr mae: 7.2085; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2281; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0575; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:03:24,316 - INFO - Epoch: 0785 / 1300	lr: 9.111e-05
+2025-07-02 02:04:11,084 - INFO - Training: cls_zice: 9.852041473388672; reg_zipnll: -9.26566068649292; aux_mae_loss_1: 9.042680778503417; aux_mae_loss_2: 1.341492749452591; cnt_loss: 1.8004924273490905;
+2025-07-02 02:04:11,085 - INFO - Evaluation:
+Curr mae: 7.1331; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9740; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:04:11,085 - INFO - Epoch: 0786 / 1300	lr: 9.097e-05
+2025-07-02 02:04:58,100 - INFO - Training: cls_zice: 9.588527116775513; reg_zipnll: -9.081633858680725; aux_mae_loss_1: 9.37373345375061; aux_mae_loss_2: 1.4596328663825988; cnt_loss: 2.001915510892868;
+2025-07-02 02:04:58,101 - INFO - Evaluation:
+Curr mae: 6.4035; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5139; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0506; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:04:58,101 - INFO - Epoch: 0787 / 1300	lr: 9.083e-05
+2025-07-02 02:05:44,878 - INFO - Training: cls_zice: 9.898394575119019; reg_zipnll: -7.696021995544434; aux_mae_loss_1: 9.740519123077393; aux_mae_loss_2: 1.4537284779548645; cnt_loss: 1.7315853583812713;
+2025-07-02 02:05:44,879 - INFO - Evaluation:
+Curr mae: 7.6974; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.7954; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0641; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:05:44,879 - INFO - Epoch: 0788 / 1300	lr: 9.069e-05
+2025-07-02 02:06:31,748 - INFO - Training: cls_zice: 9.418900880813599; reg_zipnll: -6.271615238189697; aux_mae_loss_1: 9.457206468582154; aux_mae_loss_2: 1.4297921693325042; cnt_loss: 1.9792158830165862;
+2025-07-02 02:06:31,749 - INFO - Evaluation:
+Curr mae: 7.1603; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.5996; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:06:31,749 - INFO - Epoch: 0789 / 1300	lr: 9.055e-05
+2025-07-02 02:07:18,367 - INFO - Training: cls_zice: 9.854085636138915; reg_zipnll: -9.588882021903991; aux_mae_loss_1: 9.85111442565918; aux_mae_loss_2: 1.5423782575130462; cnt_loss: 2.044214257001877;
+2025-07-02 02:07:18,368 - INFO - Evaluation:
+Curr mae: 7.3314; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.3755; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0557; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:07:18,368 - INFO - Epoch: 0790 / 1300	lr: 9.040e-05
+2025-07-02 02:08:04,807 - INFO - Training: cls_zice: 9.708532910346985; reg_zipnll: -7.820512819290161; aux_mae_loss_1: 9.727969131469727; aux_mae_loss_2: 1.4726712918281555; cnt_loss: 1.9698508286476135;
+2025-07-02 02:08:04,808 - INFO - Evaluation:
+Curr mae: 7.3867; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.7050; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0599; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:08:04,808 - INFO - Epoch: 0791 / 1300	lr: 9.026e-05
+2025-07-02 02:08:51,406 - INFO - Training: cls_zice: 9.585274677276612; reg_zipnll: -5.315798849463463; aux_mae_loss_1: 9.224806156158447; aux_mae_loss_2: 1.369446976184845; cnt_loss: 1.6562030410766602;
+2025-07-02 02:08:51,407 - INFO - Evaluation:
+Curr mae: 7.2986; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.9315; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0537; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:08:51,407 - INFO - Epoch: 0792 / 1300	lr: 9.011e-05
+2025-07-02 02:09:37,740 - INFO - Training: cls_zice: 9.378400843143464; reg_zipnll: -4.1438588047027585; aux_mae_loss_1: 8.641318712234497; aux_mae_loss_2: 1.2883504259586334; cnt_loss: 1.8602554404735565;
+2025-07-02 02:09:37,741 - INFO - Evaluation:
+Curr mae: 6.8900; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6987; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0527; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:09:37,741 - INFO - Epoch: 0793 / 1300	lr: 8.997e-05
+2025-07-02 02:10:24,435 - INFO - Training: cls_zice: 9.592514967918396; reg_zipnll: -3.0939183044433594; aux_mae_loss_1: 9.452538294792175; aux_mae_loss_2: 1.449751216173172; cnt_loss: 2.5630134761333467;
+2025-07-02 02:10:24,436 - INFO - Evaluation:
+Curr mae: 6.8887; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1859; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0511; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:10:24,436 - INFO - Epoch: 0794 / 1300	lr: 8.982e-05
+2025-07-02 02:11:10,953 - INFO - Training: cls_zice: 10.229629263877868; reg_zipnll: -3.8196057510375976; aux_mae_loss_1: 9.842170243263245; aux_mae_loss_2: 1.5225139963626861; cnt_loss: 2.180978821516037;
+2025-07-02 02:11:10,954 - INFO - Evaluation:
+Curr mae: 7.3974; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1776; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0555; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:11:10,954 - INFO - Epoch: 0795 / 1300	lr: 8.967e-05
+2025-07-02 02:11:57,493 - INFO - Training: cls_zice: 9.716888809204102; reg_zipnll: -7.695677461624146; aux_mae_loss_1: 9.203795518875122; aux_mae_loss_2: 1.3967624509334564; cnt_loss: 1.8202337092161178;
+2025-07-02 02:11:57,494 - INFO - Evaluation:
+Curr mae: 7.5557; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.8380; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:11:57,494 - INFO - Epoch: 0796 / 1300	lr: 8.952e-05
+2025-07-02 02:12:44,239 - INFO - Training: cls_zice: 10.275939693450928; reg_zipnll: -10.927917470932007; aux_mae_loss_1: 9.613328714370727; aux_mae_loss_2: 1.4546266454458237; cnt_loss: 2.14920397400856;
+2025-07-02 02:12:44,239 - INFO - Evaluation:
+Curr mae: 7.6527; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.1785; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0560; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:12:44,239 - INFO - Epoch: 0797 / 1300	lr: 8.937e-05
+2025-07-02 02:13:30,575 - INFO - Training: cls_zice: 9.622578997611999; reg_zipnll: -5.973818826675415; aux_mae_loss_1: 9.816308155059815; aux_mae_loss_2: 1.5596247243881225; cnt_loss: 2.206821584701538;
+2025-07-02 02:13:30,576 - INFO - Evaluation:
+Curr mae: 7.4937; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.0601; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0548; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:13:30,576 - INFO - Epoch: 0798 / 1300	lr: 8.922e-05
+2025-07-02 02:14:17,246 - INFO - Training: cls_zice: 10.118272609710694; reg_zipnll: -11.995612916946412; aux_mae_loss_1: 10.180866394042969; aux_mae_loss_2: 1.573921480178833; cnt_loss: 2.1250072681903838;
+2025-07-02 02:14:17,246 - INFO - Evaluation:
+Curr mae: 7.0486; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8116; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0535; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:14:17,246 - INFO - Epoch: 0799 / 1300	lr: 8.907e-05
+2025-07-02 02:15:04,060 - INFO - Training: cls_zice: 9.920262980461121; reg_zipnll: -10.051420550346375; aux_mae_loss_1: 9.093274278640747; aux_mae_loss_2: 1.3809115815162658; cnt_loss: 2.042611148357391;
+2025-07-02 02:15:04,061 - INFO - Evaluation:
+Curr mae: 7.0068; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.7623; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0511; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:15:04,061 - INFO - Epoch: 0800 / 1300	lr: 8.892e-05
+2025-07-02 02:15:50,701 - INFO - Training: cls_zice: 9.137506456375123; reg_zipnll: -5.368226451873779; aux_mae_loss_1: 9.179166913032532; aux_mae_loss_2: 1.4358933770656586; cnt_loss: 1.8550234097242355;
+2025-07-02 02:15:50,702 - INFO - Evaluation:
+Curr mae: 6.8818; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2154; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0539; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:15:52,068 - INFO - Epoch: 0801 / 1300	lr: 8.876e-05
+2025-07-02 02:16:38,709 - INFO - Training: cls_zice: 9.547593040466309; reg_zipnll: -4.337632522583008; aux_mae_loss_1: 9.000415334701538; aux_mae_loss_2: 1.3777324533462525; cnt_loss: 1.795392060279846;
+2025-07-02 02:16:38,710 - INFO - Evaluation:
+Curr mae: 7.7712; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.8324; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0613; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:16:38,710 - INFO - Epoch: 0802 / 1300	lr: 8.861e-05
+2025-07-02 02:17:25,600 - INFO - Training: cls_zice: 10.185333456993103; reg_zipnll: -8.57533185005188; aux_mae_loss_1: 9.746882362365723; aux_mae_loss_2: 1.487051019668579; cnt_loss: 2.072584657669067;
+2025-07-02 02:17:25,601 - INFO - Evaluation:
+Curr mae: 7.4279; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.7315; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:17:25,601 - INFO - Epoch: 0803 / 1300	lr: 8.845e-05
+2025-07-02 02:18:12,224 - INFO - Training: cls_zice: 9.362175419330597; reg_zipnll: -10.164976396560668; aux_mae_loss_1: 9.011313242912292; aux_mae_loss_2: 1.3646585857868194; cnt_loss: 1.8210377788543701;
+2025-07-02 02:18:12,225 - INFO - Evaluation:
+Curr mae: 7.5142; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.3309; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0584; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:18:12,225 - INFO - Epoch: 0804 / 1300	lr: 8.830e-05
+2025-07-02 02:18:59,057 - INFO - Training: cls_zice: 9.240733685493469; reg_zipnll: -5.458000373840332; aux_mae_loss_1: 9.043608260154723; aux_mae_loss_2: 1.369396585226059; cnt_loss: 1.7596642541885377;
+2025-07-02 02:18:59,058 - INFO - Evaluation:
+Curr mae: 6.9077; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5998; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:18:59,058 - INFO - Epoch: 0805 / 1300	lr: 8.814e-05
+2025-07-02 02:19:45,505 - INFO - Training: cls_zice: 9.508341932296753; reg_zipnll: -9.338975319862366; aux_mae_loss_1: 9.34518401145935; aux_mae_loss_2: 1.406539615392685; cnt_loss: 1.8040225279331208;
+2025-07-02 02:19:45,506 - INFO - Evaluation:
+Curr mae: 7.2180; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6829; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0563; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:19:45,507 - INFO - Epoch: 0806 / 1300	lr: 8.798e-05
+2025-07-02 02:20:32,047 - INFO - Training: cls_zice: 10.364576420783997; reg_zipnll: -9.694240870475769; aux_mae_loss_1: 10.222517709732056; aux_mae_loss_2: 1.5471640646457672; cnt_loss: 2.150489955544472;
+2025-07-02 02:20:32,048 - INFO - Evaluation:
+Curr mae: 8.1309; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.0671; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0573; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:20:32,048 - INFO - Epoch: 0807 / 1300	lr: 8.782e-05
+2025-07-02 02:21:18,575 - INFO - Training: cls_zice: 9.041752548217774; reg_zipnll: -8.922847270965576; aux_mae_loss_1: 9.231756649017335; aux_mae_loss_2: 1.3941548109054565; cnt_loss: 1.845673793554306;
+2025-07-02 02:21:18,576 - INFO - Evaluation:
+Curr mae: 7.3392; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2327; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:21:18,576 - INFO - Epoch: 0808 / 1300	lr: 8.766e-05
+2025-07-02 02:22:05,169 - INFO - Training: cls_zice: 9.433561582565307; reg_zipnll: -9.368514461517334; aux_mae_loss_1: 9.195017285346985; aux_mae_loss_2: 1.4639825785160065; cnt_loss: 2.339547567367554;
+2025-07-02 02:22:05,170 - INFO - Evaluation:
+Curr mae: 7.1913; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1331; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:22:05,170 - INFO - Epoch: 0809 / 1300	lr: 8.750e-05
+2025-07-02 02:22:51,667 - INFO - Training: cls_zice: 9.972948594093323; reg_zipnll: -12.686328406333923; aux_mae_loss_1: 9.900054044723511; aux_mae_loss_2: 1.504331282377243; cnt_loss: 2.0825520181655883;
+2025-07-02 02:22:51,667 - INFO - Evaluation:
+Curr mae: 7.2669; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7909; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:22:51,667 - INFO - Epoch: 0810 / 1300	lr: 8.734e-05
+2025-07-02 02:23:38,572 - INFO - Training: cls_zice: 9.615784764289856; reg_zipnll: -6.284713730812073; aux_mae_loss_1: 9.537739601135254; aux_mae_loss_2: 1.4432594466209412; cnt_loss: 2.0981223338842394;
+2025-07-02 02:23:38,572 - INFO - Evaluation:
+Curr mae: 6.5873; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.4836; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0519; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:23:38,573 - INFO - Epoch: 0811 / 1300	lr: 8.718e-05
+2025-07-02 02:24:25,067 - INFO - Training: cls_zice: 9.083212592601775; reg_zipnll: -6.982477426528931; aux_mae_loss_1: 9.382557172775268; aux_mae_loss_2: 1.422247041463852; cnt_loss: 1.8765944838523865;
+2025-07-02 02:24:25,068 - INFO - Evaluation:
+Curr mae: 6.3694; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5036; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0508; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:24:25,068 - INFO - Epoch: 0812 / 1300	lr: 8.701e-05
+2025-07-02 02:25:11,330 - INFO - Training: cls_zice: 9.526936864852905; reg_zipnll: -7.539052729606628; aux_mae_loss_1: 9.426044979095458; aux_mae_loss_2: 1.4005432939529419; cnt_loss: 1.833206640481949;
+2025-07-02 02:25:11,331 - INFO - Evaluation:
+Curr mae: 7.3323; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9949; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0565; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:25:11,332 - INFO - Epoch: 0813 / 1300	lr: 8.685e-05
+2025-07-02 02:25:57,718 - INFO - Training: cls_zice: 9.812690877914429; reg_zipnll: -5.559311847686768; aux_mae_loss_1: 9.57652467727661; aux_mae_loss_2: 1.4538631415367127; cnt_loss: 1.7796623039245605;
+2025-07-02 02:25:57,718 - INFO - Evaluation:
+Curr mae: 7.0209; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8757; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0539; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:25:57,718 - INFO - Epoch: 0814 / 1300	lr: 8.668e-05
+2025-07-02 02:26:44,412 - INFO - Training: cls_zice: 9.835601825714111; reg_zipnll: -10.260496072769165; aux_mae_loss_1: 9.756184549331666; aux_mae_loss_2: 1.5175387573242187; cnt_loss: 1.9144662606716156;
+2025-07-02 02:26:44,413 - INFO - Evaluation:
+Curr mae: 6.8394; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3761; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:26:44,414 - INFO - Epoch: 0815 / 1300	lr: 8.652e-05
+2025-07-02 02:27:30,931 - INFO - Training: cls_zice: 9.998752148151398; reg_zipnll: -11.01366606235504; aux_mae_loss_1: 9.645261459350586; aux_mae_loss_2: 1.4819133579730988; cnt_loss: 1.9145419919490814;
+2025-07-02 02:27:30,932 - INFO - Evaluation:
+Curr mae: 6.7183; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2788; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0536; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:27:30,932 - INFO - Epoch: 0816 / 1300	lr: 8.635e-05
+2025-07-02 02:28:17,921 - INFO - Training: cls_zice: 9.221908192634583; reg_zipnll: -5.414089937210083; aux_mae_loss_1: 8.795791811943054; aux_mae_loss_2: 1.3332097947597503; cnt_loss: 1.9212879598140717;
+2025-07-02 02:28:17,922 - INFO - Evaluation:
+Curr mae: 6.6673; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1269; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0500; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:28:17,922 - INFO - Epoch: 0817 / 1300	lr: 8.618e-05
+2025-07-02 02:29:04,620 - INFO - Training: cls_zice: 9.34106588125229; reg_zipnll: -1.1737305068969726; aux_mae_loss_1: 8.853643016815186; aux_mae_loss_2: 1.3165843069553376; cnt_loss: 1.7695959496498108;
+2025-07-02 02:29:04,620 - INFO - Evaluation:
+Curr mae: 7.4570; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.0446; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0567; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:29:04,620 - INFO - Epoch: 0818 / 1300	lr: 8.601e-05
+2025-07-02 02:29:51,665 - INFO - Training: cls_zice: 9.721879153251647; reg_zipnll: -3.5822397804260255; aux_mae_loss_1: 9.52461097240448; aux_mae_loss_2: 1.4202629518508911; cnt_loss: 1.820070877969265;
+2025-07-02 02:29:51,666 - INFO - Evaluation:
+Curr mae: 7.4835; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.9732; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0577; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:29:51,667 - INFO - Epoch: 0819 / 1300	lr: 8.584e-05
+2025-07-02 02:30:38,285 - INFO - Training: cls_zice: 9.561772770881653; reg_zipnll: -5.222027158737182; aux_mae_loss_1: 9.18303650856018; aux_mae_loss_2: 1.4148619449138642; cnt_loss: 1.656338882446289;
+2025-07-02 02:30:38,286 - INFO - Evaluation:
+Curr mae: 6.9024; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8386; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:30:38,286 - INFO - Epoch: 0820 / 1300	lr: 8.567e-05
+2025-07-02 02:31:24,781 - INFO - Training: cls_zice: 9.882820472717285; reg_zipnll: -11.768499670028687; aux_mae_loss_1: 9.854387636184692; aux_mae_loss_2: 1.4944506478309632; cnt_loss: 2.0663609993457794;
+2025-07-02 02:31:24,782 - INFO - Evaluation:
+Curr mae: 6.9961; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1495; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:31:24,782 - INFO - Epoch: 0821 / 1300	lr: 8.550e-05
+2025-07-02 02:32:11,448 - INFO - Training: cls_zice: 9.363912706375123; reg_zipnll: -7.8755289793014525; aux_mae_loss_1: 9.933947553634644; aux_mae_loss_2: 1.4891151344776155; cnt_loss: 1.782343624830246;
+2025-07-02 02:32:11,449 - INFO - Evaluation:
+Curr mae: 6.9722; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6322; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0565; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:32:11,449 - INFO - Epoch: 0822 / 1300	lr: 8.533e-05
+2025-07-02 02:32:57,948 - INFO - Training: cls_zice: 10.061648886203766; reg_zipnll: -9.042315351963044; aux_mae_loss_1: 9.166162371635437; aux_mae_loss_2: 1.4402055025100708; cnt_loss: 2.162141509056091;
+2025-07-02 02:32:57,949 - INFO - Evaluation:
+Curr mae: 7.2314; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.5472; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:32:57,949 - INFO - Epoch: 0823 / 1300	lr: 8.516e-05
+2025-07-02 02:33:44,602 - INFO - Training: cls_zice: 9.861077151298524; reg_zipnll: -7.765324251651764; aux_mae_loss_1: 9.344424200057983; aux_mae_loss_2: 1.4730967199802398; cnt_loss: 2.2692319798469542;
+2025-07-02 02:33:44,603 - INFO - Evaluation:
+Curr mae: 7.8048; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2779; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0643; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:33:44,603 - INFO - Epoch: 0824 / 1300	lr: 8.498e-05
+2025-07-02 02:34:31,492 - INFO - Training: cls_zice: 9.278265233039855; reg_zipnll: -8.619796686172485; aux_mae_loss_1: 9.76670226097107; aux_mae_loss_2: 1.5275008141994477; cnt_loss: 2.198741697072983;
+2025-07-02 02:34:31,492 - INFO - Evaluation:
+Curr mae: 7.6991; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.2827; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0614; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:34:31,493 - INFO - Epoch: 0825 / 1300	lr: 8.481e-05
+2025-07-02 02:35:18,334 - INFO - Training: cls_zice: 9.42506415128708; reg_zipnll: -7.975157232284546; aux_mae_loss_1: 8.991621007919312; aux_mae_loss_2: 1.361193799972534; cnt_loss: 2.1585510313510894;
+2025-07-02 02:35:18,335 - INFO - Evaluation:
+Curr mae: 8.2078; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.8978; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0620; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:35:18,335 - INFO - Epoch: 0826 / 1300	lr: 8.463e-05
+2025-07-02 02:36:05,228 - INFO - Training: cls_zice: 9.740919604301453; reg_zipnll: -7.142894644737243; aux_mae_loss_1: 9.36072883605957; aux_mae_loss_2: 1.4050470554828645; cnt_loss: 2.0702066791057585;
+2025-07-02 02:36:05,229 - INFO - Evaluation:
+Curr mae: 7.3999; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.1726; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0570; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:36:05,229 - INFO - Epoch: 0827 / 1300	lr: 8.446e-05
+2025-07-02 02:36:51,571 - INFO - Training: cls_zice: 9.800506114959717; reg_zipnll: -3.196293766498566; aux_mae_loss_1: 9.385796222686768; aux_mae_loss_2: 1.399438818693161; cnt_loss: 1.9267715740203857;
+2025-07-02 02:36:51,572 - INFO - Evaluation:
+Curr mae: 7.4629; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.4780; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0601; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:36:51,572 - INFO - Epoch: 0828 / 1300	lr: 8.428e-05
+2025-07-02 02:37:38,374 - INFO - Training: cls_zice: 9.2185790681839; reg_zipnll: -10.393214571475983; aux_mae_loss_1: 9.142009582519531; aux_mae_loss_2: 1.4132491326332093; cnt_loss: 2.0199302995204924;
+2025-07-02 02:37:38,375 - INFO - Evaluation:
+Curr mae: 7.9456; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.9661; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0595; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:37:38,375 - INFO - Epoch: 0829 / 1300	lr: 8.410e-05
+2025-07-02 02:38:24,954 - INFO - Training: cls_zice: 9.414111590385437; reg_zipnll: -6.982590446472168; aux_mae_loss_1: 8.9538205575943; aux_mae_loss_2: 1.3438725423812867; cnt_loss: 1.9630681955814362;
+2025-07-02 02:38:24,954 - INFO - Evaluation:
+Curr mae: 7.0025; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4249; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0566; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:38:24,954 - INFO - Epoch: 0830 / 1300	lr: 8.392e-05
+2025-07-02 02:39:11,582 - INFO - Training: cls_zice: 9.189345207214355; reg_zipnll: -5.752004437446594; aux_mae_loss_1: 8.634808826446534; aux_mae_loss_2: 1.318432161808014; cnt_loss: 1.77954860329628;
+2025-07-02 02:39:11,583 - INFO - Evaluation:
+Curr mae: 6.8483; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1818; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:39:11,583 - INFO - Epoch: 0831 / 1300	lr: 8.374e-05
+2025-07-02 02:39:58,272 - INFO - Training: cls_zice: 9.643431284427642; reg_zipnll: -8.554055376052856; aux_mae_loss_1: 9.273417105674744; aux_mae_loss_2: 1.4134337568283082; cnt_loss: 1.997952252626419;
+2025-07-02 02:39:58,273 - INFO - Evaluation:
+Curr mae: 6.8628; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6409; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0509; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:39:58,273 - INFO - Epoch: 0832 / 1300	lr: 8.356e-05
+2025-07-02 02:40:45,008 - INFO - Training: cls_zice: 9.39886603832245; reg_zipnll: -6.6028217554092405; aux_mae_loss_1: 9.012105693817139; aux_mae_loss_2: 1.3301015031337737; cnt_loss: 1.8906706535816193;
+2025-07-02 02:40:45,008 - INFO - Evaluation:
+Curr mae: 6.9648; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7712; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0533; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:40:45,009 - INFO - Epoch: 0833 / 1300	lr: 8.338e-05
+2025-07-02 02:41:31,622 - INFO - Training: cls_zice: 9.0915851688385; reg_zipnll: -6.622706928253174; aux_mae_loss_1: 9.158365745544433; aux_mae_loss_2: 1.3944711995124817; cnt_loss: 1.839903038740158;
+2025-07-02 02:41:31,623 - INFO - Evaluation:
+Curr mae: 7.0494; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1218; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0521; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:41:31,623 - INFO - Epoch: 0834 / 1300	lr: 8.320e-05
+2025-07-02 02:42:18,208 - INFO - Training: cls_zice: 9.91938362121582; reg_zipnll: -10.240408782958985; aux_mae_loss_1: 9.197347536087037; aux_mae_loss_2: 1.3544832825660706; cnt_loss: 1.7296257489919662;
+2025-07-02 02:42:18,208 - INFO - Evaluation:
+Curr mae: 6.8027; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8603; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:42:18,208 - INFO - Epoch: 0835 / 1300	lr: 8.302e-05
+2025-07-02 02:43:05,033 - INFO - Training: cls_zice: 8.838401427268982; reg_zipnll: -8.026523790359498; aux_mae_loss_1: 8.931769094467164; aux_mae_loss_2: 1.3325406980514527; cnt_loss: 1.772966365814209;
+2025-07-02 02:43:05,033 - INFO - Evaluation:
+Curr mae: 7.0097; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2935; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0575; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:43:05,034 - INFO - Epoch: 0836 / 1300	lr: 8.283e-05
+2025-07-02 02:43:51,631 - INFO - Training: cls_zice: 8.480895636081696; reg_zipnll: -2.4001026821136473; aux_mae_loss_1: 7.977238569259644; aux_mae_loss_2: 1.163484183549881; cnt_loss: 1.640945793390274;
+2025-07-02 02:43:51,632 - INFO - Evaluation:
+Curr mae: 7.6410; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.5414; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:43:51,632 - INFO - Epoch: 0837 / 1300	lr: 8.265e-05
+2025-07-02 02:44:38,642 - INFO - Training: cls_zice: 8.893969230651855; reg_zipnll: -7.807073998451233; aux_mae_loss_1: 8.494169960021972; aux_mae_loss_2: 1.3112650203704834; cnt_loss: 1.836589159965515;
+2025-07-02 02:44:38,643 - INFO - Evaluation:
+Curr mae: 6.6348; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4368; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0517; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:44:38,643 - INFO - Epoch: 0838 / 1300	lr: 8.246e-05
+2025-07-02 02:45:25,139 - INFO - Training: cls_zice: 8.470777871608734; reg_zipnll: -6.196948444843292; aux_mae_loss_1: 8.680137729644775; aux_mae_loss_2: 1.3060118424892426; cnt_loss: 1.6260309505462647;
+2025-07-02 02:45:25,140 - INFO - Evaluation:
+Curr mae: 6.7922; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2256; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0512; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:45:25,140 - INFO - Epoch: 0839 / 1300	lr: 8.228e-05
+2025-07-02 02:46:11,854 - INFO - Training: cls_zice: 9.151847071647644; reg_zipnll: -11.245022702217103; aux_mae_loss_1: 8.867201738357544; aux_mae_loss_2: 1.3448252528905869; cnt_loss: 1.6231696951389312;
+2025-07-02 02:46:11,854 - INFO - Evaluation:
+Curr mae: 6.5685; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9645; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0509; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:46:11,855 - INFO - Epoch: 0840 / 1300	lr: 8.209e-05
+2025-07-02 02:46:58,125 - INFO - Training: cls_zice: 9.727163290977478; reg_zipnll: -9.1557004904747; aux_mae_loss_1: 9.210399208068848; aux_mae_loss_2: 1.3467095053195954; cnt_loss: 1.860177983045578;
+2025-07-02 02:46:58,126 - INFO - Evaluation:
+Curr mae: 6.7409; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0148; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:46:58,126 - INFO - Epoch: 0841 / 1300	lr: 8.190e-05
+2025-07-02 02:47:44,568 - INFO - Training: cls_zice: 9.449253249168397; reg_zipnll: -5.796397460699081; aux_mae_loss_1: 9.097252821922302; aux_mae_loss_2: 1.383046910762787; cnt_loss: 1.9048618865013123;
+2025-07-02 02:47:44,569 - INFO - Evaluation:
+Curr mae: 6.9599; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7929; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0536; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:47:44,569 - INFO - Epoch: 0842 / 1300	lr: 8.171e-05
+2025-07-02 02:48:30,969 - INFO - Training: cls_zice: 9.42589593887329; reg_zipnll: -8.656799283027649; aux_mae_loss_1: 9.230369634628296; aux_mae_loss_2: 1.374642460346222; cnt_loss: 1.821491415500641;
+2025-07-02 02:48:30,970 - INFO - Evaluation:
+Curr mae: 6.8630; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2552; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:48:30,970 - INFO - Epoch: 0843 / 1300	lr: 8.153e-05
+2025-07-02 02:49:17,309 - INFO - Training: cls_zice: 9.518507099151611; reg_zipnll: -5.996971931457519; aux_mae_loss_1: 9.092513017654419; aux_mae_loss_2: 1.3484813833236695; cnt_loss: 1.7840466940402984;
+2025-07-02 02:49:17,310 - INFO - Evaluation:
+Curr mae: 7.0603; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6024; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0563; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:49:17,310 - INFO - Epoch: 0844 / 1300	lr: 8.134e-05
+2025-07-02 02:50:03,933 - INFO - Training: cls_zice: 9.233970341682435; reg_zipnll: -6.250409889221191; aux_mae_loss_1: 9.361081380844116; aux_mae_loss_2: 1.423828078508377; cnt_loss: 1.9258335840702057;
+2025-07-02 02:50:03,934 - INFO - Evaluation:
+Curr mae: 7.1406; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5494; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0567; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:50:03,934 - INFO - Epoch: 0845 / 1300	lr: 8.115e-05
+2025-07-02 02:50:50,529 - INFO - Training: cls_zice: 9.647989795207977; reg_zipnll: -9.355445041656495; aux_mae_loss_1: 9.504027795791625; aux_mae_loss_2: 1.4644022011756896; cnt_loss: 2.015946819782257;
+2025-07-02 02:50:50,530 - INFO - Evaluation:
+Curr mae: 6.6916; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1928; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:50:50,530 - INFO - Epoch: 0846 / 1300	lr: 8.095e-05
+2025-07-02 02:51:37,323 - INFO - Training: cls_zice: 9.66288458108902; reg_zipnll: -3.484957995414734; aux_mae_loss_1: 8.787366824150086; aux_mae_loss_2: 1.2946307015419007; cnt_loss: 1.5699515056610107;
+2025-07-02 02:51:37,324 - INFO - Evaluation:
+Curr mae: 6.7613; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0766; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0534; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:51:37,324 - INFO - Epoch: 0847 / 1300	lr: 8.076e-05
+2025-07-02 02:52:23,740 - INFO - Training: cls_zice: 9.316077280044556; reg_zipnll: -7.807236618995667; aux_mae_loss_1: 9.071741333007813; aux_mae_loss_2: 1.3611742401123046; cnt_loss: 1.737792457342148;
+2025-07-02 02:52:23,741 - INFO - Evaluation:
+Curr mae: 6.7326; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3382; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:52:23,742 - INFO - Epoch: 0848 / 1300	lr: 8.057e-05
+2025-07-02 02:53:10,332 - INFO - Training: cls_zice: 8.692398231029511; reg_zipnll: -2.8852761697769167; aux_mae_loss_1: 8.365776147842407; aux_mae_loss_2: 1.2320052421092986; cnt_loss: 1.694645956158638;
+2025-07-02 02:53:10,333 - INFO - Evaluation:
+Curr mae: 6.8363; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7686; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0521; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:53:10,333 - INFO - Epoch: 0849 / 1300	lr: 8.038e-05
+2025-07-02 02:53:57,019 - INFO - Training: cls_zice: 8.993767490386963; reg_zipnll: -5.6796245098114015; aux_mae_loss_1: 8.593646411895753; aux_mae_loss_2: 1.3025872600078583; cnt_loss: 1.6362925851345063;
+2025-07-02 02:53:57,020 - INFO - Evaluation:
+Curr mae: 6.5695; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6810; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:53:57,020 - INFO - Epoch: 0850 / 1300	lr: 8.018e-05
+2025-07-02 02:54:43,569 - INFO - Training: cls_zice: 9.259726462364197; reg_zipnll: -4.072012529373169; aux_mae_loss_1: 8.962203960418702; aux_mae_loss_2: 1.2894107353687287; cnt_loss: 1.7002877777814864;
+2025-07-02 02:54:43,570 - INFO - Evaluation:
+Curr mae: 6.6095; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6765; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0494; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:54:44,944 - INFO - Epoch: 0851 / 1300	lr: 7.999e-05
+2025-07-02 02:55:31,198 - INFO - Training: cls_zice: 9.581594204902649; reg_zipnll: -11.161585721969605; aux_mae_loss_1: 9.67340365409851; aux_mae_loss_2: 1.4158138263225555; cnt_loss: 1.706766911149025;
+2025-07-02 02:55:31,199 - INFO - Evaluation:
+Curr mae: 6.2890; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6309; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0498; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:55:31,199 - INFO - Epoch: 0852 / 1300	lr: 7.979e-05
+2025-07-02 02:56:18,168 - INFO - Training: cls_zice: 9.722529883384704; reg_zipnll: -6.50083297252655; aux_mae_loss_1: 9.145257377624512; aux_mae_loss_2: 1.3892379868030549; cnt_loss: 1.9895048713684083;
+2025-07-02 02:56:18,169 - INFO - Evaluation:
+Curr mae: 7.0483; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4308; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0549; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:56:18,169 - INFO - Epoch: 0853 / 1300	lr: 7.960e-05
+2025-07-02 02:57:05,084 - INFO - Training: cls_zice: 8.985336527824401; reg_zipnll: -5.595867795944214; aux_mae_loss_1: 8.829344577789307; aux_mae_loss_2: 1.3062388789653778; cnt_loss: 1.5315761184692382;
+2025-07-02 02:57:05,085 - INFO - Evaluation:
+Curr mae: 6.9515; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4478; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0534; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:57:05,085 - INFO - Epoch: 0854 / 1300	lr: 7.940e-05
+2025-07-02 02:57:51,454 - INFO - Training: cls_zice: 9.363405451774597; reg_zipnll: -9.89549132347107; aux_mae_loss_1: 9.233507614135743; aux_mae_loss_2: 1.4239047276973724; cnt_loss: 1.8663193947076797;
+2025-07-02 02:57:51,455 - INFO - Evaluation:
+Curr mae: 6.8910; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0951; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0555; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:57:51,455 - INFO - Epoch: 0855 / 1300	lr: 7.920e-05
+2025-07-02 02:58:38,109 - INFO - Training: cls_zice: 9.100497283935546; reg_zipnll: -4.325375208854675; aux_mae_loss_1: 8.398335123062134; aux_mae_loss_2: 1.268202568292618; cnt_loss: 1.6732140910625457;
+2025-07-02 02:58:38,110 - INFO - Evaluation:
+Curr mae: 6.5728; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8901; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0519; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:58:38,110 - INFO - Epoch: 0856 / 1300	lr: 7.900e-05
+2025-07-02 02:59:24,973 - INFO - Training: cls_zice: 9.376747014522552; reg_zipnll: -10.60180631160736; aux_mae_loss_1: 9.505332365036011; aux_mae_loss_2: 1.4587621128559112; cnt_loss: 1.8666771149635315;
+2025-07-02 02:59:24,974 - INFO - Evaluation:
+Curr mae: 7.6880; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2606; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0594; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 02:59:24,974 - INFO - Epoch: 0857 / 1300	lr: 7.880e-05
+2025-07-02 03:00:11,559 - INFO - Training: cls_zice: 9.463404564857482; reg_zipnll: -4.301643548011779; aux_mae_loss_1: 8.889674873352051; aux_mae_loss_2: 1.3760503041744232; cnt_loss: 1.8420407831668855;
+2025-07-02 03:00:11,560 - INFO - Evaluation:
+Curr mae: 7.0067; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0725; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0550; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:00:11,560 - INFO - Epoch: 0858 / 1300	lr: 7.860e-05
+2025-07-02 03:00:57,966 - INFO - Training: cls_zice: 9.155850234031677; reg_zipnll: -8.903139398097991; aux_mae_loss_1: 9.32392753124237; aux_mae_loss_2: 1.4130486154556274; cnt_loss: 1.8332301497459411;
+2025-07-02 03:00:57,967 - INFO - Evaluation:
+Curr mae: 7.1071; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0982; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0568; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:00:57,967 - INFO - Epoch: 0859 / 1300	lr: 7.840e-05
+2025-07-02 03:01:44,866 - INFO - Training: cls_zice: 8.900273218154908; reg_zipnll: -11.079127836227418; aux_mae_loss_1: 9.059656858444214; aux_mae_loss_2: 1.3525466787815095; cnt_loss: 1.7779764461517333;
+2025-07-02 03:01:44,868 - INFO - Evaluation:
+Curr mae: 7.0763; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3532; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0542; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:01:44,868 - INFO - Epoch: 0860 / 1300	lr: 7.820e-05
+2025-07-02 03:02:31,462 - INFO - Training: cls_zice: 9.121238441467286; reg_zipnll: -5.722102661132812; aux_mae_loss_1: 8.393849549293519; aux_mae_loss_2: 1.2549254685640334; cnt_loss: 1.7350244468450546;
+2025-07-02 03:02:31,463 - INFO - Evaluation:
+Curr mae: 6.8854; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.5300; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:02:31,463 - INFO - Epoch: 0861 / 1300	lr: 7.800e-05
+2025-07-02 03:03:18,289 - INFO - Training: cls_zice: 9.721990818977355; reg_zipnll: -13.212376499176026; aux_mae_loss_1: 9.397802543640136; aux_mae_loss_2: 1.4125072300434112; cnt_loss: 2.118108261823654;
+2025-07-02 03:03:18,290 - INFO - Evaluation:
+Curr mae: 6.8007; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2752; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0530; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:03:18,291 - INFO - Epoch: 0862 / 1300	lr: 7.780e-05
+2025-07-02 03:04:04,890 - INFO - Training: cls_zice: 9.369798774719237; reg_zipnll: -5.758930301666259; aux_mae_loss_1: 8.939365615844727; aux_mae_loss_2: 1.3146196055412291; cnt_loss: 1.620859477519989;
+2025-07-02 03:04:04,890 - INFO - Evaluation:
+Curr mae: 6.8113; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7873; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0549; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:04:04,890 - INFO - Epoch: 0863 / 1300	lr: 7.760e-05
+2025-07-02 03:04:51,626 - INFO - Training: cls_zice: 9.186507680416106; reg_zipnll: -7.700453000068665; aux_mae_loss_1: 8.794873924255372; aux_mae_loss_2: 1.3330696153640746; cnt_loss: 1.877355797290802;
+2025-07-02 03:04:51,626 - INFO - Evaluation:
+Curr mae: 6.7580; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6943; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0542; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:04:51,627 - INFO - Epoch: 0864 / 1300	lr: 7.739e-05
+2025-07-02 03:05:38,232 - INFO - Training: cls_zice: 9.186314220428466; reg_zipnll: -12.351883425712586; aux_mae_loss_1: 9.443137383460998; aux_mae_loss_2: 1.4094026923179626; cnt_loss: 1.7075754749774932;
+2025-07-02 03:05:38,232 - INFO - Evaluation:
+Curr mae: 6.6822; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8769; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0550; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:05:38,233 - INFO - Epoch: 0865 / 1300	lr: 7.719e-05
+2025-07-02 03:06:24,969 - INFO - Training: cls_zice: 8.810499544143676; reg_zipnll: -7.7948188209533695; aux_mae_loss_1: 8.528077840805054; aux_mae_loss_2: 1.2645571863651275; cnt_loss: 1.494622995853424;
+2025-07-02 03:06:24,970 - INFO - Evaluation:
+Curr mae: 7.0273; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1385; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0565; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:06:24,970 - INFO - Epoch: 0866 / 1300	lr: 7.698e-05
+2025-07-02 03:07:11,744 - INFO - Training: cls_zice: 8.932675008773804; reg_zipnll: -9.877372460365295; aux_mae_loss_1: 8.61375596523285; aux_mae_loss_2: 1.3298404788970948; cnt_loss: 1.8290233063697814;
+2025-07-02 03:07:11,745 - INFO - Evaluation:
+Curr mae: 6.2452; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3409; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0509; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:07:11,745 - INFO - Epoch: 0867 / 1300	lr: 7.678e-05
+2025-07-02 03:07:58,380 - INFO - Training: cls_zice: 8.991293263435363; reg_zipnll: -14.022458906173705; aux_mae_loss_1: 9.25090018749237; aux_mae_loss_2: 1.4223924762010574; cnt_loss: 1.7298718118667602;
+2025-07-02 03:07:58,380 - INFO - Evaluation:
+Curr mae: 6.8335; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1413; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0527; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:07:58,380 - INFO - Epoch: 0868 / 1300	lr: 7.657e-05
+2025-07-02 03:08:44,917 - INFO - Training: cls_zice: 8.954976696968078; reg_zipnll: -8.720438385009766; aux_mae_loss_1: 8.857535061836243; aux_mae_loss_2: 1.3188967251777648; cnt_loss: 1.4641202688217163;
+2025-07-02 03:08:44,917 - INFO - Evaluation:
+Curr mae: 7.2252; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8591; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0553; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:08:44,918 - INFO - Epoch: 0869 / 1300	lr: 7.636e-05
+2025-07-02 03:09:31,477 - INFO - Training: cls_zice: 9.146974005699157; reg_zipnll: -9.90358371257782; aux_mae_loss_1: 8.910417938232422; aux_mae_loss_2: 1.3765017306804657; cnt_loss: 1.8677599763870238;
+2025-07-02 03:09:31,477 - INFO - Evaluation:
+Curr mae: 6.3151; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.1894; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0535; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:09:31,478 - INFO - Epoch: 0870 / 1300	lr: 7.616e-05
+2025-07-02 03:10:18,452 - INFO - Training: cls_zice: 9.52068677186966; reg_zipnll: -4.104745144844055; aux_mae_loss_1: 8.973783259391785; aux_mae_loss_2: 1.3540526592731477; cnt_loss: 1.9047543692588806;
+2025-07-02 03:10:18,453 - INFO - Evaluation:
+Curr mae: 7.0523; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3917; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0557; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:10:18,453 - INFO - Epoch: 0871 / 1300	lr: 7.595e-05
+2025-07-02 03:11:05,071 - INFO - Training: cls_zice: 9.444503817558289; reg_zipnll: -4.81111543789506; aux_mae_loss_1: 9.15121681213379; aux_mae_loss_2: 1.3749408543109893; cnt_loss: 1.82235502243042;
+2025-07-02 03:11:05,073 - INFO - Evaluation:
+Curr mae: 6.6265; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6739; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0511; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:11:05,073 - INFO - Epoch: 0872 / 1300	lr: 7.574e-05
+2025-07-02 03:11:51,753 - INFO - Training: cls_zice: 8.42683051586151; reg_zipnll: -8.912603797912597; aux_mae_loss_1: 8.611293454170227; aux_mae_loss_2: 1.3112452924251556; cnt_loss: 1.7317327094078063;
+2025-07-02 03:11:51,754 - INFO - Evaluation:
+Curr mae: 7.0406; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0063; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:11:51,754 - INFO - Epoch: 0873 / 1300	lr: 7.553e-05
+2025-07-02 03:12:38,302 - INFO - Training: cls_zice: 9.179246077537536; reg_zipnll: -7.7826646900177; aux_mae_loss_1: 8.932757039070129; aux_mae_loss_2: 1.3161400747299195; cnt_loss: 1.835696986913681;
+2025-07-02 03:12:38,302 - INFO - Evaluation:
+Curr mae: 6.6988; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3704; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:12:38,302 - INFO - Epoch: 0874 / 1300	lr: 7.532e-05
+2025-07-02 03:13:25,053 - INFO - Training: cls_zice: 9.168492121696472; reg_zipnll: -11.452750334739685; aux_mae_loss_1: 8.975194997787476; aux_mae_loss_2: 1.415154139995575; cnt_loss: 1.9486403334140778;
+2025-07-02 03:13:25,053 - INFO - Evaluation:
+Curr mae: 7.0246; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9605; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:13:25,054 - INFO - Epoch: 0875 / 1300	lr: 7.511e-05
+2025-07-02 03:14:11,535 - INFO - Training: cls_zice: 9.141185729503631; reg_zipnll: -9.747614340782166; aux_mae_loss_1: 8.947874269485474; aux_mae_loss_2: 1.361709161400795; cnt_loss: 1.8011586356163025;
+2025-07-02 03:14:11,536 - INFO - Evaluation:
+Curr mae: 7.0475; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3579; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:14:11,536 - INFO - Epoch: 0876 / 1300	lr: 7.490e-05
+2025-07-02 03:14:58,468 - INFO - Training: cls_zice: 9.12451467514038; reg_zipnll: -4.5103224182128905; aux_mae_loss_1: 8.936632862091065; aux_mae_loss_2: 1.357876695394516; cnt_loss: 2.1341799581050873;
+2025-07-02 03:14:58,469 - INFO - Evaluation:
+Curr mae: 7.5515; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5012; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0636; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:14:58,469 - INFO - Epoch: 0877 / 1300	lr: 7.469e-05
+2025-07-02 03:15:45,048 - INFO - Training: cls_zice: 8.573105115890503; reg_zipnll: -6.0734867048263546; aux_mae_loss_1: 8.192350301742554; aux_mae_loss_2: 1.2089689815044402; cnt_loss: 1.6481017196178436;
+2025-07-02 03:15:45,049 - INFO - Evaluation:
+Curr mae: 6.8922; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3454; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:15:45,049 - INFO - Epoch: 0878 / 1300	lr: 7.447e-05
+2025-07-02 03:16:31,720 - INFO - Training: cls_zice: 9.495897183418274; reg_zipnll: -9.828509197235107; aux_mae_loss_1: 8.651081771850587; aux_mae_loss_2: 1.31291246175766; cnt_loss: 1.7754864621162414;
+2025-07-02 03:16:31,721 - INFO - Evaluation:
+Curr mae: 6.5726; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.2716; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:16:31,721 - INFO - Epoch: 0879 / 1300	lr: 7.426e-05
+2025-07-02 03:17:18,704 - INFO - Training: cls_zice: 9.219450328350067; reg_zipnll: -7.9618358278274535; aux_mae_loss_1: 8.662716345787048; aux_mae_loss_2: 1.2998224914073944; cnt_loss: 1.7826029443740845;
+2025-07-02 03:17:18,705 - INFO - Evaluation:
+Curr mae: 6.3017; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.2617; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:17:18,705 - INFO - Epoch: 0880 / 1300	lr: 7.405e-05
+2025-07-02 03:18:05,340 - INFO - Training: cls_zice: 8.438589050769806; reg_zipnll: -7.281156651973724; aux_mae_loss_1: 8.620291829109192; aux_mae_loss_2: 1.2750688731670379; cnt_loss: 1.5070179545879363;
+2025-07-02 03:18:05,340 - INFO - Evaluation:
+Curr mae: 6.6675; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.4909; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0554; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:18:05,340 - INFO - Epoch: 0881 / 1300	lr: 7.383e-05
+2025-07-02 03:18:51,659 - INFO - Training: cls_zice: 8.754450073242188; reg_zipnll: -7.95934751033783; aux_mae_loss_1: 8.890701637268066; aux_mae_loss_2: 1.3789253115653992; cnt_loss: 1.7517754709720612;
+2025-07-02 03:18:51,660 - INFO - Evaluation:
+Curr mae: 6.9906; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0362; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0538; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:18:51,660 - INFO - Epoch: 0882 / 1300	lr: 7.362e-05
+2025-07-02 03:19:38,377 - INFO - Training: cls_zice: 8.580046119689941; reg_zipnll: -7.8195268201828005; aux_mae_loss_1: 8.144694776535035; aux_mae_loss_2: 1.2140176069736481; cnt_loss: 1.630562082529068;
+2025-07-02 03:19:38,378 - INFO - Evaluation:
+Curr mae: 7.4331; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8725; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0592; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:19:38,378 - INFO - Epoch: 0883 / 1300	lr: 7.340e-05
+2025-07-02 03:20:24,953 - INFO - Training: cls_zice: 8.767677946090698; reg_zipnll: -5.194942760467529; aux_mae_loss_1: 9.074077558517455; aux_mae_loss_2: 1.3960427641868591; cnt_loss: 1.7763472712039947;
+2025-07-02 03:20:24,954 - INFO - Evaluation:
+Curr mae: 7.1022; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3942; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0546; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:20:24,954 - INFO - Epoch: 0884 / 1300	lr: 7.319e-05
+2025-07-02 03:21:11,461 - INFO - Training: cls_zice: 9.246166417598724; reg_zipnll: -2.274244313240051; aux_mae_loss_1: 8.223860125541687; aux_mae_loss_2: 1.2268178749084473; cnt_loss: 1.6482204407453538;
+2025-07-02 03:21:11,461 - INFO - Evaluation:
+Curr mae: 7.3169; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2750; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:21:11,461 - INFO - Epoch: 0885 / 1300	lr: 7.297e-05
+2025-07-02 03:21:58,422 - INFO - Training: cls_zice: 8.90109503030777; reg_zipnll: -7.688318939208984; aux_mae_loss_1: 8.506774187088013; aux_mae_loss_2: 1.2707179486751556; cnt_loss: 1.6455937457084655;
+2025-07-02 03:21:58,423 - INFO - Evaluation:
+Curr mae: 6.9715; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1554; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0537; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:21:58,423 - INFO - Epoch: 0886 / 1300	lr: 7.276e-05
+2025-07-02 03:22:45,197 - INFO - Training: cls_zice: 9.102732322216035; reg_zipnll: -5.876393136978149; aux_mae_loss_1: 8.292764587402344; aux_mae_loss_2: 1.220523066520691; cnt_loss: 1.6278329253196717;
+2025-07-02 03:22:45,198 - INFO - Evaluation:
+Curr mae: 6.5131; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8900; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0519; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:22:45,198 - INFO - Epoch: 0887 / 1300	lr: 7.254e-05
+2025-07-02 03:23:32,088 - INFO - Training: cls_zice: 8.85285569190979; reg_zipnll: -8.585072927474975; aux_mae_loss_1: 8.385000958442689; aux_mae_loss_2: 1.2020169341564177; cnt_loss: 1.7376612651348113;
+2025-07-02 03:23:32,089 - INFO - Evaluation:
+Curr mae: 8.0893; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.1786; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0583; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:23:32,089 - INFO - Epoch: 0888 / 1300	lr: 7.232e-05
+2025-07-02 03:24:18,870 - INFO - Training: cls_zice: 8.526474533081055; reg_zipnll: -10.197925982475281; aux_mae_loss_1: 8.562833642959594; aux_mae_loss_2: 1.2914845794439316; cnt_loss: 1.5922306847572327;
+2025-07-02 03:24:18,871 - INFO - Evaluation:
+Curr mae: 7.1497; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7491; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0565; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:24:18,871 - INFO - Epoch: 0889 / 1300	lr: 7.210e-05
+2025-07-02 03:25:05,198 - INFO - Training: cls_zice: 8.824882667064667; reg_zipnll: -8.897181549072265; aux_mae_loss_1: 8.647948718070984; aux_mae_loss_2: 1.3149187511205673; cnt_loss: 1.7259227931499481;
+2025-07-02 03:25:05,199 - INFO - Evaluation:
+Curr mae: 7.3057; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8842; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0573; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:25:05,199 - INFO - Epoch: 0890 / 1300	lr: 7.188e-05
+2025-07-02 03:25:51,951 - INFO - Training: cls_zice: 9.343980073928833; reg_zipnll: -12.256937093734741; aux_mae_loss_1: 9.411358556747437; aux_mae_loss_2: 1.4252471280097962; cnt_loss: 1.7650706124305726;
+2025-07-02 03:25:51,952 - INFO - Evaluation:
+Curr mae: 6.6509; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6173; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0538; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:25:51,952 - INFO - Epoch: 0891 / 1300	lr: 7.166e-05
+2025-07-02 03:26:38,816 - INFO - Training: cls_zice: 8.067815880775452; reg_zipnll: -4.63993469953537; aux_mae_loss_1: 7.817451686859131; aux_mae_loss_2: 1.1552319502830506; cnt_loss: 1.3698218649625777;
+2025-07-02 03:26:38,817 - INFO - Evaluation:
+Curr mae: 6.9982; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3935; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0542; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:26:38,817 - INFO - Epoch: 0892 / 1300	lr: 7.144e-05
+2025-07-02 03:27:25,460 - INFO - Training: cls_zice: 9.139406237602234; reg_zipnll: -9.2129026222229; aux_mae_loss_1: 9.443777208328248; aux_mae_loss_2: 1.405567199587822; cnt_loss: 1.837199054956436;
+2025-07-02 03:27:25,461 - INFO - Evaluation:
+Curr mae: 7.0282; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3432; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0552; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:27:25,461 - INFO - Epoch: 0893 / 1300	lr: 7.122e-05
+2025-07-02 03:28:12,249 - INFO - Training: cls_zice: 8.989614238739014; reg_zipnll: -10.38152174949646; aux_mae_loss_1: 8.805004243850709; aux_mae_loss_2: 1.3225753855705262; cnt_loss: 1.7168579572439193;
+2025-07-02 03:28:12,250 - INFO - Evaluation:
+Curr mae: 7.6336; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1284; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0583; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:28:12,250 - INFO - Epoch: 0894 / 1300	lr: 7.100e-05
+2025-07-02 03:28:58,498 - INFO - Training: cls_zice: 8.285620713233948; reg_zipnll: -5.012512426376343; aux_mae_loss_1: 8.389305262565612; aux_mae_loss_2: 1.276278994679451; cnt_loss: 1.6327039217948913;
+2025-07-02 03:28:58,499 - INFO - Evaluation:
+Curr mae: 7.1133; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5571; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0566; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:28:58,499 - INFO - Epoch: 0895 / 1300	lr: 7.078e-05
+2025-07-02 03:29:45,243 - INFO - Training: cls_zice: 9.55990451335907; reg_zipnll: -4.337323627471924; aux_mae_loss_1: 8.82430624961853; aux_mae_loss_2: 1.32571213722229; cnt_loss: 1.597889086008072;
+2025-07-02 03:29:45,244 - INFO - Evaluation:
+Curr mae: 7.6612; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 13.2637; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0574; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:29:45,244 - INFO - Epoch: 0896 / 1300	lr: 7.056e-05
+2025-07-02 03:30:32,084 - INFO - Training: cls_zice: 8.536572794914246; reg_zipnll: -4.9965291023254395; aux_mae_loss_1: 8.141422057151795; aux_mae_loss_2: 1.214944429397583; cnt_loss: 1.5400928950309754;
+2025-07-02 03:30:32,085 - INFO - Evaluation:
+Curr mae: 6.8874; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1867; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0530; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:30:32,085 - INFO - Epoch: 0897 / 1300	lr: 7.034e-05
+2025-07-02 03:31:18,886 - INFO - Training: cls_zice: 9.205952463150025; reg_zipnll: -6.346972827911377; aux_mae_loss_1: 9.08808624267578; aux_mae_loss_2: 1.3425913202762603; cnt_loss: 1.7281020879745483;
+2025-07-02 03:31:18,887 - INFO - Evaluation:
+Curr mae: 6.9942; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4254; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0557; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:31:18,888 - INFO - Epoch: 0898 / 1300	lr: 7.011e-05
+2025-07-02 03:32:05,356 - INFO - Training: cls_zice: 9.139985280036926; reg_zipnll: -12.792516922950744; aux_mae_loss_1: 8.663031296730042; aux_mae_loss_2: 1.2834693062305451; cnt_loss: 1.7054981434345244;
+2025-07-02 03:32:05,357 - INFO - Evaluation:
+Curr mae: 6.9299; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3213; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:32:05,357 - INFO - Epoch: 0899 / 1300	lr: 6.989e-05
+2025-07-02 03:32:52,171 - INFO - Training: cls_zice: 9.15030903339386; reg_zipnll: -12.070521245002746; aux_mae_loss_1: 9.18874783039093; aux_mae_loss_2: 1.3915226316452027; cnt_loss: 1.8077528655529023;
+2025-07-02 03:32:52,172 - INFO - Evaluation:
+Curr mae: 6.7935; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1932; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0542; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:32:52,172 - INFO - Epoch: 0900 / 1300	lr: 6.967e-05
+2025-07-02 03:33:38,846 - INFO - Training: cls_zice: 9.373604204654693; reg_zipnll: -9.841543245315552; aux_mae_loss_1: 8.609464569091797; aux_mae_loss_2: 1.2987069755792617; cnt_loss: 1.699711151123047;
+2025-07-02 03:33:38,847 - INFO - Evaluation:
+Curr mae: 6.3827; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3430; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:33:40,216 - INFO - Epoch: 0901 / 1300	lr: 6.944e-05
+2025-07-02 03:34:26,914 - INFO - Training: cls_zice: 8.877352414131165; reg_zipnll: -8.70059802532196; aux_mae_loss_1: 8.805275707244872; aux_mae_loss_2: 1.3516254866123198; cnt_loss: 1.6839823818206787;
+2025-07-02 03:34:26,915 - INFO - Evaluation:
+Curr mae: 6.9902; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2581; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:34:26,915 - INFO - Epoch: 0902 / 1300	lr: 6.922e-05
+2025-07-02 03:35:13,606 - INFO - Training: cls_zice: 9.401585865020753; reg_zipnll: -8.88030142068863; aux_mae_loss_1: 8.483885579109192; aux_mae_loss_2: 1.2654471063613892; cnt_loss: 1.7059475600719451;
+2025-07-02 03:35:13,607 - INFO - Evaluation:
+Curr mae: 6.6372; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6672; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0505; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:35:13,607 - INFO - Epoch: 0903 / 1300	lr: 6.899e-05
+2025-07-02 03:35:59,958 - INFO - Training: cls_zice: 8.643270425796509; reg_zipnll: -10.256450910568237; aux_mae_loss_1: 8.860676755905152; aux_mae_loss_2: 1.3705979955196381; cnt_loss: 1.9342857533693314;
+2025-07-02 03:35:59,959 - INFO - Evaluation:
+Curr mae: 6.9495; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0837; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0533; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:35:59,959 - INFO - Epoch: 0904 / 1300	lr: 6.877e-05
+2025-07-02 03:36:46,760 - INFO - Training: cls_zice: 8.452461096644402; reg_zipnll: -7.291518263816833; aux_mae_loss_1: 8.443606896400452; aux_mae_loss_2: 1.272852976322174; cnt_loss: 1.8828262352943421;
+2025-07-02 03:36:46,761 - INFO - Evaluation:
+Curr mae: 7.3444; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.2224; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1771;
+Curr nae: 0.0577; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:36:46,761 - INFO - Epoch: 0905 / 1300	lr: 6.854e-05
+2025-07-02 03:37:33,686 - INFO - Training: cls_zice: 8.590436987876892; reg_zipnll: -8.245564489364623; aux_mae_loss_1: 8.071282677650451; aux_mae_loss_2: 1.203534309864044; cnt_loss: 1.673248167037964;
+2025-07-02 03:37:34,124 - INFO - Evaluation:
+Curr mae: 6.3142; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.1261; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0498; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:37:34,124 - INFO - Epoch: 0906 / 1300	lr: 6.831e-05
+2025-07-02 03:38:20,733 - INFO - Training: cls_zice: 8.849554188251496; reg_zipnll: -9.38210470676422; aux_mae_loss_1: 8.567957649230957; aux_mae_loss_2: 1.2904502630233765; cnt_loss: 1.686079134941101;
+2025-07-02 03:38:20,734 - INFO - Evaluation:
+Curr mae: 6.4842; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.4860; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0507; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:38:20,734 - INFO - Epoch: 0907 / 1300	lr: 6.809e-05
+2025-07-02 03:39:07,305 - INFO - Training: cls_zice: 8.395910453796386; reg_zipnll: -10.20688660621643; aux_mae_loss_1: 8.860479145050048; aux_mae_loss_2: 1.348882066011429; cnt_loss: 1.6663372600078583;
+2025-07-02 03:39:07,305 - INFO - Evaluation:
+Curr mae: 6.4353; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3799; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:39:07,305 - INFO - Epoch: 0908 / 1300	lr: 6.786e-05
+2025-07-02 03:39:53,997 - INFO - Training: cls_zice: 8.391751223802567; reg_zipnll: -5.691380491256714; aux_mae_loss_1: 8.278480110168458; aux_mae_loss_2: 1.238816002011299; cnt_loss: 1.5752086746692657;
+2025-07-02 03:39:53,998 - INFO - Evaluation:
+Curr mae: 6.5803; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4735; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0502; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:39:53,998 - INFO - Epoch: 0909 / 1300	lr: 6.763e-05
+2025-07-02 03:40:40,643 - INFO - Training: cls_zice: 8.910958390235901; reg_zipnll: -11.035027837753296; aux_mae_loss_1: 8.4608558177948; aux_mae_loss_2: 1.2090012383461; cnt_loss: 1.5005443716049194;
+2025-07-02 03:40:40,644 - INFO - Evaluation:
+Curr mae: 7.0251; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6133; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0558; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:40:40,644 - INFO - Epoch: 0910 / 1300	lr: 6.740e-05
+2025-07-02 03:41:27,506 - INFO - Training: cls_zice: 8.64092966079712; reg_zipnll: -10.394492559432983; aux_mae_loss_1: 8.337822570800782; aux_mae_loss_2: 1.2724603056907653; cnt_loss: 1.6751900899410248;
+2025-07-02 03:41:27,507 - INFO - Evaluation:
+Curr mae: 6.5746; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8990; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0545; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:41:27,507 - INFO - Epoch: 0911 / 1300	lr: 6.718e-05
+2025-07-02 03:42:14,087 - INFO - Training: cls_zice: 8.821771841049195; reg_zipnll: -8.530525093078614; aux_mae_loss_1: 8.537230634689331; aux_mae_loss_2: 1.3259262430667877; cnt_loss: 1.776136816740036;
+2025-07-02 03:42:14,088 - INFO - Evaluation:
+Curr mae: 7.0861; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0399; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0570; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:42:14,088 - INFO - Epoch: 0912 / 1300	lr: 6.695e-05
+2025-07-02 03:43:00,719 - INFO - Training: cls_zice: 9.105609765052796; reg_zipnll: -13.047284650802613; aux_mae_loss_1: 9.486550154685974; aux_mae_loss_2: 1.444558174610138; cnt_loss: 2.020977337360382;
+2025-07-02 03:43:00,720 - INFO - Evaluation:
+Curr mae: 6.7754; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5055; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:43:00,720 - INFO - Epoch: 0913 / 1300	lr: 6.672e-05
+2025-07-02 03:43:47,279 - INFO - Training: cls_zice: 8.075141797065735; reg_zipnll: -8.028646326065063; aux_mae_loss_1: 8.089765949249268; aux_mae_loss_2: 1.238433256149292; cnt_loss: 1.669034088253975;
+2025-07-02 03:43:47,280 - INFO - Evaluation:
+Curr mae: 7.1760; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9798; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:43:47,280 - INFO - Epoch: 0914 / 1300	lr: 6.649e-05
+2025-07-02 03:44:34,039 - INFO - Training: cls_zice: 8.90989548444748; reg_zipnll: -5.410656356811524; aux_mae_loss_1: 8.234710936546326; aux_mae_loss_2: 1.2130223548412322; cnt_loss: 1.4204083812236785;
+2025-07-02 03:44:34,040 - INFO - Evaluation:
+Curr mae: 6.8543; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5939; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:44:34,041 - INFO - Epoch: 0915 / 1300	lr: 6.626e-05
+2025-07-02 03:45:20,915 - INFO - Training: cls_zice: 8.521558423042297; reg_zipnll: -15.915764846801757; aux_mae_loss_1: 8.821011600494385; aux_mae_loss_2: 1.3247557657957076; cnt_loss: 1.517527669072151;
+2025-07-02 03:45:20,916 - INFO - Evaluation:
+Curr mae: 7.1794; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7737; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:45:20,916 - INFO - Epoch: 0916 / 1300	lr: 6.603e-05
+2025-07-02 03:46:07,529 - INFO - Training: cls_zice: 8.618064761161804; reg_zipnll: -10.244256896972656; aux_mae_loss_1: 8.941113028526306; aux_mae_loss_2: 1.280949535369873; cnt_loss: 1.5514262747764587;
+2025-07-02 03:46:07,530 - INFO - Evaluation:
+Curr mae: 6.9814; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0461; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:46:07,530 - INFO - Epoch: 0917 / 1300	lr: 6.580e-05
+2025-07-02 03:46:54,049 - INFO - Training: cls_zice: 8.267061719894409; reg_zipnll: -5.1251781558990475; aux_mae_loss_1: 7.812573251724243; aux_mae_loss_2: 1.1646470272541045; cnt_loss: 1.4903641211986542;
+2025-07-02 03:46:54,050 - INFO - Evaluation:
+Curr mae: 6.9689; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1463; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0542; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:46:54,050 - INFO - Epoch: 0918 / 1300	lr: 6.557e-05
+2025-07-02 03:47:40,928 - INFO - Training: cls_zice: 7.989727063179016; reg_zipnll: -6.697388963699341; aux_mae_loss_1: 8.105263333320618; aux_mae_loss_2: 1.2337653905153274; cnt_loss: 1.4101898658275605;
+2025-07-02 03:47:40,929 - INFO - Evaluation:
+Curr mae: 6.7845; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1991; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:47:40,929 - INFO - Epoch: 0919 / 1300	lr: 6.533e-05
+2025-07-02 03:48:27,286 - INFO - Training: cls_zice: 8.513087425231934; reg_zipnll: -9.756919565200805; aux_mae_loss_1: 8.417632546424866; aux_mae_loss_2: 1.2433120489120484; cnt_loss: 1.4905309402942657;
+2025-07-02 03:48:27,287 - INFO - Evaluation:
+Curr mae: 6.7007; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2061; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0520; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:48:27,287 - INFO - Epoch: 0920 / 1300	lr: 6.510e-05
+2025-07-02 03:49:13,988 - INFO - Training: cls_zice: 8.613692874908446; reg_zipnll: -8.216191740036011; aux_mae_loss_1: 8.12679714679718; aux_mae_loss_2: 1.2207672417163848; cnt_loss: 1.6276704734563827;
+2025-07-02 03:49:13,989 - INFO - Evaluation:
+Curr mae: 6.6846; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2241; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0517; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:49:13,989 - INFO - Epoch: 0921 / 1300	lr: 6.487e-05
+2025-07-02 03:50:00,485 - INFO - Training: cls_zice: 8.907952275276184; reg_zipnll: -9.66913233280182; aux_mae_loss_1: 8.70898241996765; aux_mae_loss_2: 1.3036719954013825; cnt_loss: 1.5896596699953078;
+2025-07-02 03:50:00,486 - INFO - Evaluation:
+Curr mae: 6.6137; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1866; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0506; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:50:00,486 - INFO - Epoch: 0922 / 1300	lr: 6.464e-05
+2025-07-02 03:50:47,087 - INFO - Training: cls_zice: 8.606743130683899; reg_zipnll: -8.773712174892426; aux_mae_loss_1: 8.788206825256347; aux_mae_loss_2: 1.3192983865737915; cnt_loss: 1.8447693884372711;
+2025-07-02 03:50:47,088 - INFO - Evaluation:
+Curr mae: 6.6799; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7794; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:50:47,088 - INFO - Epoch: 0923 / 1300	lr: 6.440e-05
+2025-07-02 03:51:33,769 - INFO - Training: cls_zice: 8.277035930156707; reg_zipnll: -6.99025402545929; aux_mae_loss_1: 8.069956016540527; aux_mae_loss_2: 1.1957050526142121; cnt_loss: 1.6281202745437622;
+2025-07-02 03:51:33,770 - INFO - Evaluation:
+Curr mae: 6.8635; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8460; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:51:33,770 - INFO - Epoch: 0924 / 1300	lr: 6.417e-05
+2025-07-02 03:52:20,232 - INFO - Training: cls_zice: 8.594673738479614; reg_zipnll: -9.015948214530944; aux_mae_loss_1: 8.421079406738281; aux_mae_loss_2: 1.265828901529312; cnt_loss: 1.6332620459794998;
+2025-07-02 03:52:20,233 - INFO - Evaluation:
+Curr mae: 6.9628; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1054; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0539; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:52:20,233 - INFO - Epoch: 0925 / 1300	lr: 6.394e-05
+2025-07-02 03:53:06,740 - INFO - Training: cls_zice: 8.772725896835327; reg_zipnll: -9.421085045337676; aux_mae_loss_1: 8.11685742378235; aux_mae_loss_2: 1.2012206465005875; cnt_loss: 1.5961507844924927;
+2025-07-02 03:53:06,741 - INFO - Evaluation:
+Curr mae: 7.0149; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4807; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:53:06,741 - INFO - Epoch: 0926 / 1300	lr: 6.370e-05
+2025-07-02 03:53:53,323 - INFO - Training: cls_zice: 8.321936955451966; reg_zipnll: -14.292782850265503; aux_mae_loss_1: 8.262960391044617; aux_mae_loss_2: 1.271345294713974; cnt_loss: 1.6052885234355927;
+2025-07-02 03:53:53,324 - INFO - Evaluation:
+Curr mae: 6.7478; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6605; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0539; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:53:53,324 - INFO - Epoch: 0927 / 1300	lr: 6.347e-05
+2025-07-02 03:54:39,881 - INFO - Training: cls_zice: 8.346505537033082; reg_zipnll: -9.671658182144165; aux_mae_loss_1: 8.33893597126007; aux_mae_loss_2: 1.2040164601802825; cnt_loss: 1.461296445131302;
+2025-07-02 03:54:39,882 - INFO - Evaluation:
+Curr mae: 6.8359; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5827; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0553; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:54:39,882 - INFO - Epoch: 0928 / 1300	lr: 6.323e-05
+2025-07-02 03:55:26,494 - INFO - Training: cls_zice: 7.9450711512565615; reg_zipnll: -7.878398756980896; aux_mae_loss_1: 7.648519630432129; aux_mae_loss_2: 1.1238395702838897; cnt_loss: 1.452034821510315;
+2025-07-02 03:55:26,498 - INFO - Evaluation:
+Curr mae: 6.3580; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3856; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0511; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:55:26,498 - INFO - Epoch: 0929 / 1300	lr: 6.300e-05
+2025-07-02 03:56:13,244 - INFO - Training: cls_zice: 8.401857314109803; reg_zipnll: -3.1607688665390015; aux_mae_loss_1: 8.026810274124145; aux_mae_loss_2: 1.1741295504570006; cnt_loss: 1.6658837789297103;
+2025-07-02 03:56:13,245 - INFO - Evaluation:
+Curr mae: 6.7099; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3764; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0514; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:56:13,245 - INFO - Epoch: 0930 / 1300	lr: 6.276e-05
+2025-07-02 03:56:59,711 - INFO - Training: cls_zice: 8.430195398330689; reg_zipnll: -4.489744720458984; aux_mae_loss_1: 7.797847962379455; aux_mae_loss_2: 1.1321803438663482; cnt_loss: 1.4533857989311219;
+2025-07-02 03:56:59,711 - INFO - Evaluation:
+Curr mae: 6.8105; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0495; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:56:59,711 - INFO - Epoch: 0931 / 1300	lr: 6.253e-05
+2025-07-02 03:57:46,574 - INFO - Training: cls_zice: 9.029356956481934; reg_zipnll: -3.0406720733642576; aux_mae_loss_1: 7.932935676574707; aux_mae_loss_2: 1.1761960756778718; cnt_loss: 1.3972202360630035;
+2025-07-02 03:57:46,575 - INFO - Evaluation:
+Curr mae: 7.6240; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.4579; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0558; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:57:46,575 - INFO - Epoch: 0932 / 1300	lr: 6.229e-05
+2025-07-02 03:58:33,029 - INFO - Training: cls_zice: 7.560775256156921; reg_zipnll: -5.354938564300537; aux_mae_loss_1: 7.410880155563355; aux_mae_loss_2: 1.11429713845253; cnt_loss: 1.3499752229452133;
+2025-07-02 03:58:33,029 - INFO - Evaluation:
+Curr mae: 6.5405; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8340; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0511; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:58:33,029 - INFO - Epoch: 0933 / 1300	lr: 6.206e-05
+2025-07-02 03:59:19,804 - INFO - Training: cls_zice: 8.611289401054382; reg_zipnll: -9.609038577079772; aux_mae_loss_1: 8.558385601043701; aux_mae_loss_2: 1.2924587750434875; cnt_loss: 1.4696897497773171;
+2025-07-02 03:59:19,804 - INFO - Evaluation:
+Curr mae: 7.6998; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.6731; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 03:59:19,805 - INFO - Epoch: 0934 / 1300	lr: 6.182e-05
+2025-07-02 04:00:06,279 - INFO - Training: cls_zice: 8.126024465560914; reg_zipnll: -2.899183406829834; aux_mae_loss_1: 7.552694854736328; aux_mae_loss_2: 1.1517234170436859; cnt_loss: 1.4751294791698455;
+2025-07-02 04:00:06,280 - INFO - Evaluation:
+Curr mae: 6.9767; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9817; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:00:06,280 - INFO - Epoch: 0935 / 1300	lr: 6.158e-05
+2025-07-02 04:00:53,017 - INFO - Training: cls_zice: 8.152301454544068; reg_zipnll: -4.158265643119812; aux_mae_loss_1: 7.40975335597992; aux_mae_loss_2: 1.0925516295433044; cnt_loss: 1.505399177670479;
+2025-07-02 04:00:53,018 - INFO - Evaluation:
+Curr mae: 6.7516; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5870; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0514; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:00:53,018 - INFO - Epoch: 0936 / 1300	lr: 6.135e-05
+2025-07-02 04:01:39,790 - INFO - Training: cls_zice: 8.99112824678421; reg_zipnll: -7.703122353553772; aux_mae_loss_1: 8.367936897277833; aux_mae_loss_2: 1.2378614056110382; cnt_loss: 1.730582789182663;
+2025-07-02 04:01:39,791 - INFO - Evaluation:
+Curr mae: 6.9421; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2970; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:01:39,791 - INFO - Epoch: 0937 / 1300	lr: 6.111e-05
+2025-07-02 04:02:25,950 - INFO - Training: cls_zice: 8.650633366107941; reg_zipnll: -12.253974733352662; aux_mae_loss_1: 8.40014346599579; aux_mae_loss_2: 1.2965105539560318; cnt_loss: 1.79032590508461;
+2025-07-02 04:02:25,951 - INFO - Evaluation:
+Curr mae: 6.7219; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1824; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0515; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:02:25,951 - INFO - Epoch: 0938 / 1300	lr: 6.087e-05
+2025-07-02 04:03:12,562 - INFO - Training: cls_zice: 7.794914503097534; reg_zipnll: -9.911596403121948; aux_mae_loss_1: 7.868875021934509; aux_mae_loss_2: 1.2167470514774323; cnt_loss: 1.3724847388267518;
+2025-07-02 04:03:12,563 - INFO - Evaluation:
+Curr mae: 7.0225; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1544; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0539; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:03:12,563 - INFO - Epoch: 0939 / 1300	lr: 6.063e-05
+2025-07-02 04:03:59,055 - INFO - Training: cls_zice: 8.350540585517884; reg_zipnll: -5.033602452278137; aux_mae_loss_1: 7.646545953750611; aux_mae_loss_2: 1.1271628797054292; cnt_loss: 1.4049954414367676;
+2025-07-02 04:03:59,056 - INFO - Evaluation:
+Curr mae: 6.9034; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2523; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:03:59,056 - INFO - Epoch: 0940 / 1300	lr: 6.040e-05
+2025-07-02 04:04:45,658 - INFO - Training: cls_zice: 8.463657200336456; reg_zipnll: -11.277983884811402; aux_mae_loss_1: 8.251532950401305; aux_mae_loss_2: 1.2363434833288194; cnt_loss: 1.6413857901096345;
+2025-07-02 04:04:45,659 - INFO - Evaluation:
+Curr mae: 7.2313; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3044; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0574; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:04:45,659 - INFO - Epoch: 0941 / 1300	lr: 6.016e-05
+2025-07-02 04:05:32,211 - INFO - Training: cls_zice: 8.749024443626404; reg_zipnll: -5.2131944847106935; aux_mae_loss_1: 8.72076494693756; aux_mae_loss_2: 1.3152542519569397; cnt_loss: 1.3891953444480896;
+2025-07-02 04:05:32,212 - INFO - Evaluation:
+Curr mae: 7.0437; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1691; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:05:32,212 - INFO - Epoch: 0942 / 1300	lr: 5.992e-05
+2025-07-02 04:06:19,074 - INFO - Training: cls_zice: 9.225877618789672; reg_zipnll: -10.856458301544189; aux_mae_loss_1: 9.184645586013794; aux_mae_loss_2: 1.3547110402584075; cnt_loss: 1.6455656397342682;
+2025-07-02 04:06:19,074 - INFO - Evaluation:
+Curr mae: 6.6685; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0137; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0526; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:06:19,074 - INFO - Epoch: 0943 / 1300	lr: 5.968e-05
+2025-07-02 04:07:05,779 - INFO - Training: cls_zice: 8.277423981428147; reg_zipnll: -5.111713428497314; aux_mae_loss_1: 7.932159943580627; aux_mae_loss_2: 1.1688479888439178; cnt_loss: 1.5492714053392411;
+2025-07-02 04:07:05,780 - INFO - Evaluation:
+Curr mae: 6.6448; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7159; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0513; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:07:05,780 - INFO - Epoch: 0944 / 1300	lr: 5.944e-05
+2025-07-02 04:07:52,359 - INFO - Training: cls_zice: 8.256673083305358; reg_zipnll: -3.249375066757202; aux_mae_loss_1: 7.672649416923523; aux_mae_loss_2: 1.1413868141174317; cnt_loss: 1.6838695454597472;
+2025-07-02 04:07:52,360 - INFO - Evaluation:
+Curr mae: 6.6876; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9579; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0528; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:07:52,360 - INFO - Epoch: 0945 / 1300	lr: 5.920e-05
+2025-07-02 04:08:39,011 - INFO - Training: cls_zice: 8.380857129096984; reg_zipnll: -12.253740615844727; aux_mae_loss_1: 8.06480441570282; aux_mae_loss_2: 1.2223638522624969; cnt_loss: 1.7498710441589356;
+2025-07-02 04:08:39,012 - INFO - Evaluation:
+Curr mae: 6.5240; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0215; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0504; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:08:39,012 - INFO - Epoch: 0946 / 1300	lr: 5.896e-05
+2025-07-02 04:09:25,673 - INFO - Training: cls_zice: 8.310167078971864; reg_zipnll: -3.880454225540161; aux_mae_loss_1: 7.739202880859375; aux_mae_loss_2: 1.155647639632225; cnt_loss: 1.4946717011928559;
+2025-07-02 04:09:25,674 - INFO - Evaluation:
+Curr mae: 6.8191; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2211; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0537; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:09:25,674 - INFO - Epoch: 0947 / 1300	lr: 5.872e-05
+2025-07-02 04:10:12,261 - INFO - Training: cls_zice: 8.474014887809753; reg_zipnll: -7.864684493541717; aux_mae_loss_1: 7.619937133789063; aux_mae_loss_2: 1.1337491691112518; cnt_loss: 1.448863331079483;
+2025-07-02 04:10:12,262 - INFO - Evaluation:
+Curr mae: 6.8569; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6972; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0557; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:10:12,262 - INFO - Epoch: 0948 / 1300	lr: 5.848e-05
+2025-07-02 04:10:58,888 - INFO - Training: cls_zice: 7.810585107803345; reg_zipnll: -6.171007070541382; aux_mae_loss_1: 7.182152438163757; aux_mae_loss_2: 1.0819505488872527; cnt_loss: 1.54267031788826;
+2025-07-02 04:10:58,889 - INFO - Evaluation:
+Curr mae: 7.1002; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4382; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:10:58,889 - INFO - Epoch: 0949 / 1300	lr: 5.824e-05
+2025-07-02 04:11:45,604 - INFO - Training: cls_zice: 8.619885549545288; reg_zipnll: -14.078334217071534; aux_mae_loss_1: 8.133024072647094; aux_mae_loss_2: 1.2126048290729523; cnt_loss: 1.6025961744785309;
+2025-07-02 04:11:45,605 - INFO - Evaluation:
+Curr mae: 7.1764; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0730; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0536; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:11:45,605 - INFO - Epoch: 0950 / 1300	lr: 5.800e-05
+2025-07-02 04:12:32,504 - INFO - Training: cls_zice: 8.39481237411499; reg_zipnll: -7.298170080184937; aux_mae_loss_1: 8.1184681224823; aux_mae_loss_2: 1.2059172630310058; cnt_loss: 1.4253197407722473;
+2025-07-02 04:12:32,505 - INFO - Evaluation:
+Curr mae: 7.0403; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6445; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:12:33,902 - INFO - Epoch: 0951 / 1300	lr: 5.776e-05
+2025-07-02 04:13:20,237 - INFO - Training: cls_zice: 8.688725056648254; reg_zipnll: -10.953353915214539; aux_mae_loss_1: 8.982435674667359; aux_mae_loss_2: 1.381479502916336; cnt_loss: 1.426113166809082;
+2025-07-02 04:13:20,237 - INFO - Evaluation:
+Curr mae: 6.9103; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4757; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:13:20,238 - INFO - Epoch: 0952 / 1300	lr: 5.752e-05
+2025-07-02 04:14:07,066 - INFO - Training: cls_zice: 7.923571155071259; reg_zipnll: -8.006892337799073; aux_mae_loss_1: 8.427484302520751; aux_mae_loss_2: 1.308478026986122; cnt_loss: 1.5084620386362075;
+2025-07-02 04:14:07,067 - INFO - Evaluation:
+Curr mae: 7.5118; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0636; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0568; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:14:07,067 - INFO - Epoch: 0953 / 1300	lr: 5.728e-05
+2025-07-02 04:14:53,559 - INFO - Training: cls_zice: 8.062011613845826; reg_zipnll: -11.944820137023926; aux_mae_loss_1: 8.171327161788941; aux_mae_loss_2: 1.198033629655838; cnt_loss: 1.5884930539131163;
+2025-07-02 04:14:53,560 - INFO - Evaluation:
+Curr mae: 7.3424; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5152; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0568; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:14:53,560 - INFO - Epoch: 0954 / 1300	lr: 5.704e-05
+2025-07-02 04:15:40,240 - INFO - Training: cls_zice: 8.052297530174256; reg_zipnll: -5.347501287460327; aux_mae_loss_1: 7.593165154457092; aux_mae_loss_2: 1.1430320650339127; cnt_loss: 1.3282332241535186;
+2025-07-02 04:15:40,241 - INFO - Evaluation:
+Curr mae: 7.2782; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5973; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0603; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:15:40,241 - INFO - Epoch: 0955 / 1300	lr: 5.680e-05
+2025-07-02 04:16:26,741 - INFO - Training: cls_zice: 7.752661664485931; reg_zipnll: -8.171468420028686; aux_mae_loss_1: 7.793786354064942; aux_mae_loss_2: 1.1695867896080017; cnt_loss: 1.4325397634506225;
+2025-07-02 04:16:26,742 - INFO - Evaluation:
+Curr mae: 7.0835; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4307; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0546; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:16:26,742 - INFO - Epoch: 0956 / 1300	lr: 5.656e-05
+2025-07-02 04:17:13,506 - INFO - Training: cls_zice: 8.107799382209778; reg_zipnll: -3.245268259048462; aux_mae_loss_1: 7.63202223777771; aux_mae_loss_2: 1.1178989374637605; cnt_loss: 1.283633780479431;
+2025-07-02 04:17:13,506 - INFO - Evaluation:
+Curr mae: 7.4505; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.6416; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:17:13,506 - INFO - Epoch: 0957 / 1300	lr: 5.632e-05
+2025-07-02 04:18:00,224 - INFO - Training: cls_zice: 8.492434523105622; reg_zipnll: -7.328477954864502; aux_mae_loss_1: 8.231008639335633; aux_mae_loss_2: 1.2055785161256791; cnt_loss: 1.3134064823389053;
+2025-07-02 04:18:00,225 - INFO - Evaluation:
+Curr mae: 6.8434; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5289; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0531; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:18:00,225 - INFO - Epoch: 0958 / 1300	lr: 5.608e-05
+2025-07-02 04:18:47,100 - INFO - Training: cls_zice: 7.619294247627258; reg_zipnll: -4.7291108417510985; aux_mae_loss_1: 7.984510326385498; aux_mae_loss_2: 1.2068472182750702; cnt_loss: 1.325819857120514;
+2025-07-02 04:18:47,101 - INFO - Evaluation:
+Curr mae: 6.6892; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8467; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0518; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:18:47,101 - INFO - Epoch: 0959 / 1300	lr: 5.584e-05
+2025-07-02 04:19:33,683 - INFO - Training: cls_zice: 8.50400592803955; reg_zipnll: -9.140206995010375; aux_mae_loss_1: 7.78209270954132; aux_mae_loss_2: 1.145767473578453; cnt_loss: 1.463545548915863;
+2025-07-02 04:19:33,683 - INFO - Evaluation:
+Curr mae: 6.7544; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9829; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0541; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:19:33,683 - INFO - Epoch: 0960 / 1300	lr: 5.559e-05
+2025-07-02 04:20:20,434 - INFO - Training: cls_zice: 8.59837510585785; reg_zipnll: -7.715878624916076; aux_mae_loss_1: 8.729672107696533; aux_mae_loss_2: 1.348721826672554; cnt_loss: 1.4525693821907044;
+2025-07-02 04:20:20,435 - INFO - Evaluation:
+Curr mae: 6.8200; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3529; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0518; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:20:20,435 - INFO - Epoch: 0961 / 1300	lr: 5.535e-05
+2025-07-02 04:21:07,229 - INFO - Training: cls_zice: 8.07911458015442; reg_zipnll: -10.989861280918122; aux_mae_loss_1: 7.937871022224426; aux_mae_loss_2: 1.217615379691124; cnt_loss: 1.4322293555736543;
+2025-07-02 04:21:07,229 - INFO - Evaluation:
+Curr mae: 6.8205; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5186; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0514; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:21:07,230 - INFO - Epoch: 0962 / 1300	lr: 5.511e-05
+2025-07-02 04:21:53,551 - INFO - Training: cls_zice: 7.402748830318451; reg_zipnll: -4.25699854850769; aux_mae_loss_1: 7.268684868812561; aux_mae_loss_2: 1.030164675116539; cnt_loss: 1.3069227808713912;
+2025-07-02 04:21:53,552 - INFO - Evaluation:
+Curr mae: 7.4101; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9523; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0574; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:21:53,552 - INFO - Epoch: 0963 / 1300	lr: 5.487e-05
+2025-07-02 04:22:40,072 - INFO - Training: cls_zice: 7.8802122819423674; reg_zipnll: -10.016314228773117; aux_mae_loss_1: 7.465222611427307; aux_mae_loss_2: 1.0894262242317199; cnt_loss: 1.3588435608148575;
+2025-07-02 04:22:40,073 - INFO - Evaluation:
+Curr mae: 6.9409; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4741; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0555; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:22:40,073 - INFO - Epoch: 0964 / 1300	lr: 5.463e-05
+2025-07-02 04:23:26,728 - INFO - Training: cls_zice: 8.335490446090699; reg_zipnll: -8.687227778434753; aux_mae_loss_1: 7.914019751548767; aux_mae_loss_2: 1.171792937517166; cnt_loss: 1.6596122074127198;
+2025-07-02 04:23:26,729 - INFO - Evaluation:
+Curr mae: 7.0535; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9896; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0535; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:23:26,729 - INFO - Epoch: 0965 / 1300	lr: 5.438e-05
+2025-07-02 04:24:13,304 - INFO - Training: cls_zice: 8.229760251045228; reg_zipnll: -8.105186414718627; aux_mae_loss_1: 7.889187746047973; aux_mae_loss_2: 1.1824905824661256; cnt_loss: 1.598726424574852;
+2025-07-02 04:24:13,304 - INFO - Evaluation:
+Curr mae: 7.1497; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6757; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0557; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:24:13,304 - INFO - Epoch: 0966 / 1300	lr: 5.414e-05
+2025-07-02 04:24:59,775 - INFO - Training: cls_zice: 7.446297202110291; reg_zipnll: -10.24546679019928; aux_mae_loss_1: 7.3796247959136965; aux_mae_loss_2: 1.0935824757814407; cnt_loss: 1.3271981263160706;
+2025-07-02 04:24:59,776 - INFO - Evaluation:
+Curr mae: 6.5161; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1744; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0499; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:24:59,777 - INFO - Epoch: 0967 / 1300	lr: 5.390e-05
+2025-07-02 04:25:46,299 - INFO - Training: cls_zice: 7.490360404253006; reg_zipnll: -6.266536016464233; aux_mae_loss_1: 7.64280855178833; aux_mae_loss_2: 1.1734886056184768; cnt_loss: 1.4706357252597808;
+2025-07-02 04:25:46,300 - INFO - Evaluation:
+Curr mae: 6.6132; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0937; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0490; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:25:46,300 - INFO - Epoch: 0968 / 1300	lr: 5.366e-05
+2025-07-02 04:26:32,825 - INFO - Training: cls_zice: 8.411642727851868; reg_zipnll: -10.227924644947052; aux_mae_loss_1: 8.474374203681945; aux_mae_loss_2: 1.276292691230774; cnt_loss: 1.5144635117053986;
+2025-07-02 04:26:32,825 - INFO - Evaluation:
+Curr mae: 7.0794; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5396; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0549; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:26:32,826 - INFO - Epoch: 0969 / 1300	lr: 5.341e-05
+2025-07-02 04:27:19,140 - INFO - Training: cls_zice: 8.143598337173461; reg_zipnll: -11.472438220977784; aux_mae_loss_1: 8.131234250068665; aux_mae_loss_2: 1.2391883999109268; cnt_loss: 1.690598396062851;
+2025-07-02 04:27:19,141 - INFO - Evaluation:
+Curr mae: 6.6492; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0720; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0535; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:27:19,141 - INFO - Epoch: 0970 / 1300	lr: 5.317e-05
+2025-07-02 04:28:05,592 - INFO - Training: cls_zice: 7.677518253326416; reg_zipnll: -7.8774021625518795; aux_mae_loss_1: 7.462072410583496; aux_mae_loss_2: 1.0916195976734162; cnt_loss: 1.3146935844421386;
+2025-07-02 04:28:05,593 - INFO - Evaluation:
+Curr mae: 6.8222; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5602; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0516; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:28:05,593 - INFO - Epoch: 0971 / 1300	lr: 5.293e-05
+2025-07-02 04:28:52,093 - INFO - Training: cls_zice: 8.659375002384186; reg_zipnll: -11.850857472419738; aux_mae_loss_1: 8.312338161468507; aux_mae_loss_2: 1.2116442811489105; cnt_loss: 1.415396099090576;
+2025-07-02 04:28:52,093 - INFO - Evaluation:
+Curr mae: 6.9035; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7026; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0514; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:28:52,093 - INFO - Epoch: 0972 / 1300	lr: 5.269e-05
+2025-07-02 04:29:38,963 - INFO - Training: cls_zice: 8.047915463447572; reg_zipnll: -6.035940313339234; aux_mae_loss_1: 8.135182209014893; aux_mae_loss_2: 1.2209361004829407; cnt_loss: 1.3868906140327453;
+2025-07-02 04:29:38,963 - INFO - Evaluation:
+Curr mae: 6.7075; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7759; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:29:38,964 - INFO - Epoch: 0973 / 1300	lr: 5.244e-05
+2025-07-02 04:30:25,412 - INFO - Training: cls_zice: 7.959609224796295; reg_zipnll: -6.781343502998352; aux_mae_loss_1: 7.124300775527954; aux_mae_loss_2: 1.0708328795433044; cnt_loss: 1.3303043854236603;
+2025-07-02 04:30:25,412 - INFO - Evaluation:
+Curr mae: 6.7241; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5971; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0560; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:30:25,413 - INFO - Epoch: 0974 / 1300	lr: 5.220e-05
+2025-07-02 04:31:12,259 - INFO - Training: cls_zice: 7.7143158340454105; reg_zipnll: -7.190186843872071; aux_mae_loss_1: 7.726827540397644; aux_mae_loss_2: 1.1492258942127227; cnt_loss: 1.354448915719986;
+2025-07-02 04:31:12,260 - INFO - Evaluation:
+Curr mae: 6.3638; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3718; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0514; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:31:12,260 - INFO - Epoch: 0975 / 1300	lr: 5.196e-05
+2025-07-02 04:31:58,900 - INFO - Training: cls_zice: 8.609433524608612; reg_zipnll: -10.906680665016175; aux_mae_loss_1: 8.152475728988648; aux_mae_loss_2: 1.2148878741264344; cnt_loss: 1.4990077674388886;
+2025-07-02 04:31:58,901 - INFO - Evaluation:
+Curr mae: 6.7621; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5014; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0545; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:31:58,901 - INFO - Epoch: 0976 / 1300	lr: 5.171e-05
+2025-07-02 04:32:45,262 - INFO - Training: cls_zice: 7.743618376255036; reg_zipnll: -3.4463116359710693; aux_mae_loss_1: 7.256986770629883; aux_mae_loss_2: 1.0897639232873917; cnt_loss: 1.228755283355713;
+2025-07-02 04:32:45,263 - INFO - Evaluation:
+Curr mae: 6.2330; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3676; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0500; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:32:45,263 - INFO - Epoch: 0977 / 1300	lr: 5.147e-05
+2025-07-02 04:33:31,872 - INFO - Training: cls_zice: 8.14605239391327; reg_zipnll: -12.658647470474243; aux_mae_loss_1: 8.556494007110595; aux_mae_loss_2: 1.2570217847824097; cnt_loss: 1.4606718730926513;
+2025-07-02 04:33:31,873 - INFO - Evaluation:
+Curr mae: 6.3270; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.4312; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0502; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:33:31,873 - INFO - Epoch: 0978 / 1300	lr: 5.123e-05
+2025-07-02 04:34:18,722 - INFO - Training: cls_zice: 8.31414716720581; reg_zipnll: -9.257352447509765; aux_mae_loss_1: 8.488195009231568; aux_mae_loss_2: 1.2689488816261292; cnt_loss: 1.3648397183418275;
+2025-07-02 04:34:18,722 - INFO - Evaluation:
+Curr mae: 6.5387; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7537; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0511; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:34:18,723 - INFO - Epoch: 0979 / 1300	lr: 5.099e-05
+2025-07-02 04:35:05,312 - INFO - Training: cls_zice: 7.976684424877167; reg_zipnll: -7.034981632232666; aux_mae_loss_1: 7.641664662361145; aux_mae_loss_2: 1.1283067733049392; cnt_loss: 1.4951977497339248;
+2025-07-02 04:35:05,312 - INFO - Evaluation:
+Curr mae: 6.8481; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3409; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:35:05,313 - INFO - Epoch: 0980 / 1300	lr: 5.074e-05
+2025-07-02 04:35:51,961 - INFO - Training: cls_zice: 8.497483024597168; reg_zipnll: -5.491209421157837; aux_mae_loss_1: 7.997323694229126; aux_mae_loss_2: 1.1903650546073914; cnt_loss: 1.4926032030582428;
+2025-07-02 04:35:51,962 - INFO - Evaluation:
+Curr mae: 6.9670; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3748; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0547; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:35:51,962 - INFO - Epoch: 0981 / 1300	lr: 5.050e-05
+2025-07-02 04:36:38,816 - INFO - Training: cls_zice: 8.054469957351685; reg_zipnll: -11.64876121520996; aux_mae_loss_1: 8.110776386260987; aux_mae_loss_2: 1.222287654876709; cnt_loss: 1.2990128266811372;
+2025-07-02 04:36:38,817 - INFO - Evaluation:
+Curr mae: 6.7658; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1508; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0515; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:36:38,817 - INFO - Epoch: 0982 / 1300	lr: 5.026e-05
+2025-07-02 04:37:25,190 - INFO - Training: cls_zice: 7.92575920701027; reg_zipnll: -9.243629746437072; aux_mae_loss_1: 7.79530177116394; aux_mae_loss_2: 1.1483144134283065; cnt_loss: 1.502694959640503;
+2025-07-02 04:37:25,191 - INFO - Evaluation:
+Curr mae: 6.7170; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9288; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0526; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:37:25,191 - INFO - Epoch: 0983 / 1300	lr: 5.001e-05
+2025-07-02 04:38:12,069 - INFO - Training: cls_zice: 7.846272349357605; reg_zipnll: -10.264895687103271; aux_mae_loss_1: 8.022356381416321; aux_mae_loss_2: 1.210486342906952; cnt_loss: 1.3576256084442138;
+2025-07-02 04:38:12,070 - INFO - Evaluation:
+Curr mae: 6.7216; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0803; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0518; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:38:12,070 - INFO - Epoch: 0984 / 1300	lr: 4.977e-05
+2025-07-02 04:38:58,637 - INFO - Training: cls_zice: 7.755217261314392; reg_zipnll: -2.4699918365478517; aux_mae_loss_1: 7.203669147491455; aux_mae_loss_2: 1.1034711664915084; cnt_loss: 1.6282178384065629;
+2025-07-02 04:38:58,638 - INFO - Evaluation:
+Curr mae: 6.3868; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5155; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0498; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:38:58,638 - INFO - Epoch: 0985 / 1300	lr: 4.953e-05
+2025-07-02 04:39:45,235 - INFO - Training: cls_zice: 8.520578560829163; reg_zipnll: -7.241895895004273; aux_mae_loss_1: 7.88428304195404; aux_mae_loss_2: 1.1393300592899323; cnt_loss: 1.305224176645279;
+2025-07-02 04:39:45,236 - INFO - Evaluation:
+Curr mae: 7.2346; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7013; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0575; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:39:45,236 - INFO - Epoch: 0986 / 1300	lr: 4.929e-05
+2025-07-02 04:40:31,797 - INFO - Training: cls_zice: 7.708688712120056; reg_zipnll: -11.519223852157593; aux_mae_loss_1: 7.938769788742065; aux_mae_loss_2: 1.192276741862297; cnt_loss: 1.4623665034770965;
+2025-07-02 04:40:31,798 - INFO - Evaluation:
+Curr mae: 6.4267; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.7411; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0499; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:40:31,798 - INFO - Epoch: 0987 / 1300	lr: 4.904e-05
+2025-07-02 04:41:18,474 - INFO - Training: cls_zice: 6.944789357185364; reg_zipnll: -4.958386349678039; aux_mae_loss_1: 7.227546682357788; aux_mae_loss_2: 1.0386514902114867; cnt_loss: 1.3169416213035583;
+2025-07-02 04:41:18,475 - INFO - Evaluation:
+Curr mae: 6.5846; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2097; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:41:18,475 - INFO - Epoch: 0988 / 1300	lr: 4.880e-05
+2025-07-02 04:42:05,051 - INFO - Training: cls_zice: 8.14181857585907; reg_zipnll: -5.581081595420837; aux_mae_loss_1: 7.977854571342468; aux_mae_loss_2: 1.1545702475309372; cnt_loss: 1.289577168226242;
+2025-07-02 04:42:05,051 - INFO - Evaluation:
+Curr mae: 7.4199; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1544; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0568; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:42:05,052 - INFO - Epoch: 0989 / 1300	lr: 4.856e-05
+2025-07-02 04:42:51,927 - INFO - Training: cls_zice: 7.651275768280029; reg_zipnll: -7.5717260456085205; aux_mae_loss_1: 7.182043099403382; aux_mae_loss_2: 1.0543165403604506; cnt_loss: 1.4400135010480881;
+2025-07-02 04:42:51,927 - INFO - Evaluation:
+Curr mae: 6.8055; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6632; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0517; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:42:51,927 - INFO - Epoch: 0990 / 1300	lr: 4.831e-05
+2025-07-02 04:43:38,552 - INFO - Training: cls_zice: 7.583402886390686; reg_zipnll: -11.402134599685668; aux_mae_loss_1: 7.857569432258606; aux_mae_loss_2: 1.1467344135046005; cnt_loss: 1.366201226711273;
+2025-07-02 04:43:38,553 - INFO - Evaluation:
+Curr mae: 7.1873; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1458; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:43:38,553 - INFO - Epoch: 0991 / 1300	lr: 4.807e-05
+2025-07-02 04:44:25,170 - INFO - Training: cls_zice: 7.790980415344238; reg_zipnll: -9.55270354270935; aux_mae_loss_1: 7.82419303894043; aux_mae_loss_2: 1.1348849046230316; cnt_loss: 1.234572103023529;
+2025-07-02 04:44:25,171 - INFO - Evaluation:
+Curr mae: 6.4254; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3319; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0520; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:44:25,171 - INFO - Epoch: 0992 / 1300	lr: 4.783e-05
+2025-07-02 04:45:11,635 - INFO - Training: cls_zice: 7.897558877468109; reg_zipnll: -7.45199179649353; aux_mae_loss_1: 8.05679256916046; aux_mae_loss_2: 1.2043499904870987; cnt_loss: 1.485036477446556;
+2025-07-02 04:45:11,636 - INFO - Evaluation:
+Curr mae: 6.3406; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5963; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:45:11,636 - INFO - Epoch: 0993 / 1300	lr: 4.759e-05
+2025-07-02 04:45:58,056 - INFO - Training: cls_zice: 8.141499171257019; reg_zipnll: -10.485462207794189; aux_mae_loss_1: 7.856993799209595; aux_mae_loss_2: 1.193176000714302; cnt_loss: 1.4703069949150085;
+2025-07-02 04:45:58,057 - INFO - Evaluation:
+Curr mae: 7.1809; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3574; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0558; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:45:58,057 - INFO - Epoch: 0994 / 1300	lr: 4.734e-05
+2025-07-02 04:46:44,668 - INFO - Training: cls_zice: 7.981024372577667; reg_zipnll: -8.069954347610473; aux_mae_loss_1: 7.761699380874634; aux_mae_loss_2: 1.1631761056184768; cnt_loss: 1.5029722380638122;
+2025-07-02 04:46:44,669 - INFO - Evaluation:
+Curr mae: 7.2550; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7597; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0570; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:46:44,669 - INFO - Epoch: 0995 / 1300	lr: 4.710e-05
+2025-07-02 04:47:31,357 - INFO - Training: cls_zice: 8.162272996902466; reg_zipnll: -10.218863434791565; aux_mae_loss_1: 7.895855274200439; aux_mae_loss_2: 1.149765396118164; cnt_loss: 1.387969161272049;
+2025-07-02 04:47:31,358 - INFO - Evaluation:
+Curr mae: 6.9387; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7690; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0522; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:47:31,358 - INFO - Epoch: 0996 / 1300	lr: 4.686e-05
+2025-07-02 04:48:18,030 - INFO - Training: cls_zice: 7.706830449104309; reg_zipnll: -8.559192690849304; aux_mae_loss_1: 7.4992515754699705; aux_mae_loss_2: 1.1138740432262422; cnt_loss: 1.3101504576206207;
+2025-07-02 04:48:18,031 - INFO - Evaluation:
+Curr mae: 7.0877; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0133; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0567; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:48:18,031 - INFO - Epoch: 0997 / 1300	lr: 4.662e-05
+2025-07-02 04:49:04,519 - INFO - Training: cls_zice: 7.9866225004196165; reg_zipnll: -10.057955729961396; aux_mae_loss_1: 8.01577109336853; aux_mae_loss_2: 1.2246876180171966; cnt_loss: 1.5877774512767793;
+2025-07-02 04:49:04,520 - INFO - Evaluation:
+Curr mae: 7.0502; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0028; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0552; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:49:04,520 - INFO - Epoch: 0998 / 1300	lr: 4.637e-05
+2025-07-02 04:49:51,366 - INFO - Training: cls_zice: 7.974786086082458; reg_zipnll: -8.845915279388429; aux_mae_loss_1: 7.793865833282471; aux_mae_loss_2: 1.1513111859560012; cnt_loss: 1.2868437016010283;
+2025-07-02 04:49:51,367 - INFO - Evaluation:
+Curr mae: 6.6377; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5648; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0501; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:49:51,367 - INFO - Epoch: 0999 / 1300	lr: 4.613e-05
+2025-07-02 04:50:37,995 - INFO - Training: cls_zice: 7.66683075428009; reg_zipnll: -5.750422167778015; aux_mae_loss_1: 7.350824694633484; aux_mae_loss_2: 1.1043177127838135; cnt_loss: 1.2724492633342743;
+2025-07-02 04:50:37,996 - INFO - Evaluation:
+Curr mae: 6.7927; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5930; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:50:37,996 - INFO - Epoch: 1000 / 1300	lr: 4.589e-05
+2025-07-02 04:51:24,440 - INFO - Training: cls_zice: 7.463824100494385; reg_zipnll: -7.103680593967438; aux_mae_loss_1: 7.225901556015015; aux_mae_loss_2: 1.0949085283279418; cnt_loss: 1.3109613525867463;
+2025-07-02 04:51:24,441 - INFO - Evaluation:
+Curr mae: 6.6115; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0901; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0527; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:51:25,820 - INFO - Epoch: 1001 / 1300	lr: 4.565e-05
+2025-07-02 04:52:12,940 - INFO - Training: cls_zice: 7.675770494937897; reg_zipnll: -4.988934469223023; aux_mae_loss_1: 7.069842147827148; aux_mae_loss_2: 1.0206732738018036; cnt_loss: 1.2904322665929795;
+2025-07-02 04:52:12,941 - INFO - Evaluation:
+Curr mae: 6.4541; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.6710; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0504; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:52:12,942 - INFO - Epoch: 1002 / 1300	lr: 4.541e-05
+2025-07-02 04:52:59,406 - INFO - Training: cls_zice: 8.224086909294128; reg_zipnll: -11.759185004234315; aux_mae_loss_1: 8.170466032028198; aux_mae_loss_2: 1.1912867707014083; cnt_loss: 1.3093322724103929;
+2025-07-02 04:52:59,407 - INFO - Evaluation:
+Curr mae: 6.7586; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1699; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:52:59,407 - INFO - Epoch: 1003 / 1300	lr: 4.516e-05
+2025-07-02 04:53:46,090 - INFO - Training: cls_zice: 8.272890901565551; reg_zipnll: -10.031721358299256; aux_mae_loss_1: 7.703272442817688; aux_mae_loss_2: 1.1388724100589753; cnt_loss: 1.254121642112732;
+2025-07-02 04:53:46,091 - INFO - Evaluation:
+Curr mae: 6.7172; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.7690; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0526; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:53:46,091 - INFO - Epoch: 1004 / 1300	lr: 4.492e-05
+2025-07-02 04:54:32,864 - INFO - Training: cls_zice: 7.661132452487945; reg_zipnll: -3.8812943935394286; aux_mae_loss_1: 7.5260906457901005; aux_mae_loss_2: 1.0869148755073548; cnt_loss: 1.240337642431259;
+2025-07-02 04:54:32,865 - INFO - Evaluation:
+Curr mae: 7.1717; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.1286; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0568; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:54:32,865 - INFO - Epoch: 1005 / 1300	lr: 4.468e-05
+2025-07-02 04:55:19,476 - INFO - Training: cls_zice: 8.005232675075531; reg_zipnll: -7.8985608959197995; aux_mae_loss_1: 7.8186189603805545; aux_mae_loss_2: 1.126438673734665; cnt_loss: 1.1176587909460067;
+2025-07-02 04:55:19,477 - INFO - Evaluation:
+Curr mae: 6.9056; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 12.0645; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:55:19,477 - INFO - Epoch: 1006 / 1300	lr: 4.444e-05
+2025-07-02 04:56:06,122 - INFO - Training: cls_zice: 8.234032418727875; reg_zipnll: -13.040909333229065; aux_mae_loss_1: 8.43605971813202; aux_mae_loss_2: 1.2832616877555847; cnt_loss: 1.566986962556839;
+2025-07-02 04:56:06,123 - INFO - Evaluation:
+Curr mae: 7.0773; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.4222; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:56:06,123 - INFO - Epoch: 1007 / 1300	lr: 4.420e-05
+2025-07-02 04:56:52,883 - INFO - Training: cls_zice: 7.607231266498566; reg_zipnll: -6.419910464286804; aux_mae_loss_1: 7.1048617267608645; aux_mae_loss_2: 1.0319743609428407; cnt_loss: 1.2679886823892594;
+2025-07-02 04:56:52,884 - INFO - Evaluation:
+Curr mae: 6.7455; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.8307; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0508; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:56:52,884 - INFO - Epoch: 1008 / 1300	lr: 4.396e-05
+2025-07-02 04:57:39,200 - INFO - Training: cls_zice: 7.752891275882721; reg_zipnll: -6.846633727550507; aux_mae_loss_1: 7.431615691184998; aux_mae_loss_2: 1.0852442872524262; cnt_loss: 1.3543280208110808;
+2025-07-02 04:57:39,201 - INFO - Evaluation:
+Curr mae: 6.7298; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2879; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0509; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:57:39,201 - INFO - Epoch: 1009 / 1300	lr: 4.372e-05
+2025-07-02 04:58:25,836 - INFO - Training: cls_zice: 7.165311994552613; reg_zipnll: -14.676276502609253; aux_mae_loss_1: 7.225423579216003; aux_mae_loss_2: 1.109228326678276; cnt_loss: 1.169480950832367;
+2025-07-02 04:58:25,836 - INFO - Evaluation:
+Curr mae: 6.2248; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.1503; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0487; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:58:25,836 - INFO - Epoch: 1010 / 1300	lr: 4.348e-05
+2025-07-02 04:59:11,884 - INFO - Training: cls_zice: 7.625037784576416; reg_zipnll: -11.15029104590416; aux_mae_loss_1: 7.901830139160157; aux_mae_loss_2: 1.2066859221458435; cnt_loss: 1.517124856710434;
+2025-07-02 04:59:11,885 - INFO - Evaluation:
+Curr mae: 6.6310; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.9335; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0503; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:59:11,885 - INFO - Epoch: 1011 / 1300	lr: 4.324e-05
+2025-07-02 04:59:58,376 - INFO - Training: cls_zice: 7.731952111721039; reg_zipnll: -9.09678544998169; aux_mae_loss_1: 7.771725845336914; aux_mae_loss_2: 1.111786320209503; cnt_loss: 1.3160519033670426;
+2025-07-02 04:59:58,376 - INFO - Evaluation:
+Curr mae: 6.8104; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.3483; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0533; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 04:59:58,377 - INFO - Epoch: 1012 / 1300	lr: 4.300e-05
+2025-07-02 05:00:44,484 - INFO - Training: cls_zice: 7.604265320301056; reg_zipnll: -9.119469321370126; aux_mae_loss_1: 7.533660712242127; aux_mae_loss_2: 1.106388338804245; cnt_loss: 1.139133326113224;
+2025-07-02 05:00:44,484 - INFO - Evaluation:
+Curr mae: 6.8687; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.5297; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:00:44,484 - INFO - Epoch: 1013 / 1300	lr: 4.276e-05
+2025-07-02 05:01:31,162 - INFO - Training: cls_zice: 7.890677423477173; reg_zipnll: -10.786070251464844; aux_mae_loss_1: 7.727827949523926; aux_mae_loss_2: 1.1257528603076934; cnt_loss: 1.2858960616588593;
+2025-07-02 05:01:31,162 - INFO - Evaluation:
+Curr mae: 6.5193; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1687; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0507; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:01:31,163 - INFO - Epoch: 1014 / 1300	lr: 4.252e-05
+2025-07-02 05:02:17,593 - INFO - Training: cls_zice: 7.101961126327515; reg_zipnll: -10.433503952026367; aux_mae_loss_1: 7.649090600013733; aux_mae_loss_2: 1.1312929356098176; cnt_loss: 1.3049831479787826;
+2025-07-02 05:02:17,593 - INFO - Evaluation:
+Curr mae: 6.3768; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.5449; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0495; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:02:17,593 - INFO - Epoch: 1015 / 1300	lr: 4.228e-05
+2025-07-02 05:03:04,149 - INFO - Training: cls_zice: 7.324851241111755; reg_zipnll: -7.875678424835205; aux_mae_loss_1: 7.372179336547852; aux_mae_loss_2: 1.127268874645233; cnt_loss: 1.2913779616355896;
+2025-07-02 05:03:04,150 - INFO - Evaluation:
+Curr mae: 6.4373; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3721; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0512; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:03:04,150 - INFO - Epoch: 1016 / 1300	lr: 4.204e-05
+2025-07-02 05:03:50,212 - INFO - Training: cls_zice: 7.348433594703675; reg_zipnll: -6.897070708274842; aux_mae_loss_1: 7.281876654624939; aux_mae_loss_2: 1.0855220425128937; cnt_loss: 1.1833764040470123;
+2025-07-02 05:03:50,212 - INFO - Evaluation:
+Curr mae: 6.6645; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1283; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:03:50,212 - INFO - Epoch: 1017 / 1300	lr: 4.180e-05
+2025-07-02 05:04:36,402 - INFO - Training: cls_zice: 7.1388137245178225; reg_zipnll: -9.296299405097962; aux_mae_loss_1: 7.025715045928955; aux_mae_loss_2: 1.066972713470459; cnt_loss: 1.2668179887533189;
+2025-07-02 05:04:36,403 - INFO - Evaluation:
+Curr mae: 6.6589; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2669; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0520; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:04:36,403 - INFO - Epoch: 1018 / 1300	lr: 4.156e-05
+2025-07-02 05:05:23,079 - INFO - Training: cls_zice: 7.85599927186966; reg_zipnll: -13.305670647621154; aux_mae_loss_1: 8.18826626777649; aux_mae_loss_2: 1.2515747690200805; cnt_loss: 1.3438418626785278;
+2025-07-02 05:05:23,079 - INFO - Evaluation:
+Curr mae: 6.8783; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0969; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:05:23,079 - INFO - Epoch: 1019 / 1300	lr: 4.132e-05
+2025-07-02 05:06:09,738 - INFO - Training: cls_zice: 7.240472495555878; reg_zipnll: -2.204116599559784; aux_mae_loss_1: 6.714821982383728; aux_mae_loss_2: 0.974347734451294; cnt_loss: 1.232975338101387;
+2025-07-02 05:06:09,738 - INFO - Evaluation:
+Curr mae: 6.8069; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.1882; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:06:09,738 - INFO - Epoch: 1020 / 1300	lr: 4.108e-05
+2025-07-02 05:06:56,253 - INFO - Training: cls_zice: 7.761397268772125; reg_zipnll: -9.995481123924256; aux_mae_loss_1: 7.242701563835144; aux_mae_loss_2: 1.076771278977394; cnt_loss: 1.2706623601913452;
+2025-07-02 05:06:56,253 - INFO - Evaluation:
+Curr mae: 6.9719; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2748; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0556; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:06:56,253 - INFO - Epoch: 1021 / 1300	lr: 4.084e-05
+2025-07-02 05:07:42,766 - INFO - Training: cls_zice: 7.240075867176056; reg_zipnll: -8.796833295822143; aux_mae_loss_1: 7.798908801078796; aux_mae_loss_2: 1.1800129419565202; cnt_loss: 1.3182178485393523;
+2025-07-02 05:07:42,767 - INFO - Evaluation:
+Curr mae: 7.1553; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.9642; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:07:42,767 - INFO - Epoch: 1022 / 1300	lr: 4.060e-05
+2025-07-02 05:08:29,543 - INFO - Training: cls_zice: 7.698341813087463; reg_zipnll: -9.124093933105469; aux_mae_loss_1: 7.854300889968872; aux_mae_loss_2: 1.1805352282524109; cnt_loss: 1.3848704814910888;
+2025-07-02 05:08:29,543 - INFO - Evaluation:
+Curr mae: 6.9388; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.6267; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0521; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:08:29,544 - INFO - Epoch: 1023 / 1300	lr: 4.037e-05
+2025-07-02 05:09:15,788 - INFO - Training: cls_zice: 7.610464549064636; reg_zipnll: -6.656865243911743; aux_mae_loss_1: 7.094510793685913; aux_mae_loss_2: 1.0413586527109147; cnt_loss: 1.1944998073577882;
+2025-07-02 05:09:15,789 - INFO - Evaluation:
+Curr mae: 6.8025; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.0971; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:09:15,789 - INFO - Epoch: 1024 / 1300	lr: 4.013e-05
+2025-07-02 05:10:02,155 - INFO - Training: cls_zice: 7.763528742790222; reg_zipnll: -8.180251941680908; aux_mae_loss_1: 7.861045756340027; aux_mae_loss_2: 1.1471796530485152; cnt_loss: 1.358332287669182;
+2025-07-02 05:10:02,155 - INFO - Evaluation:
+Curr mae: 6.9533; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 11.2393; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0541; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:10:02,155 - INFO - Epoch: 1025 / 1300	lr: 3.989e-05
+2025-07-02 05:10:48,646 - INFO - Training: cls_zice: 7.107482535839081; reg_zipnll: -10.149599974155427; aux_mae_loss_1: 7.079790112972259; aux_mae_loss_2: 1.0171830862760545; cnt_loss: 1.1277248603105545;
+2025-07-02 05:10:48,646 - INFO - Evaluation:
+Curr mae: 6.8770; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.8882; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0547; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:10:48,647 - INFO - Epoch: 1026 / 1300	lr: 3.965e-05
+2025-07-02 05:11:35,281 - INFO - Training: cls_zice: 7.688656485080719; reg_zipnll: -7.9589251518249515; aux_mae_loss_1: 7.115493922233582; aux_mae_loss_2: 1.045041880607605; cnt_loss: 1.082050371170044;
+2025-07-02 05:11:35,282 - INFO - Evaluation:
+Curr mae: 6.2392; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.1327; 6.1498;
+Curr rmse: 10.3313; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.1252; 10.1261;
+Curr nae: 0.0498; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:11:35,282 - INFO - Epoch: 1027 / 1300	lr: 3.942e-05
+2025-07-02 05:12:21,885 - INFO - Training: cls_zice: 7.414467012882232; reg_zipnll: -5.793951196670532; aux_mae_loss_1: 7.546901245117187; aux_mae_loss_2: 1.1077278810739517; cnt_loss: 1.2734531497955321;
+2025-07-02 05:12:22,231 - INFO - Evaluation:
+Curr mae: 6.0648; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.0611; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0477; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:12:22,231 - INFO - Epoch: 1028 / 1300	lr: 3.918e-05
+2025-07-02 05:13:08,538 - INFO - Training: cls_zice: 7.6078572177886965; reg_zipnll: -7.728993148803711; aux_mae_loss_1: 7.1030127763748165; aux_mae_loss_2: 1.0440077340602876; cnt_loss: 1.1455847775936128;
+2025-07-02 05:13:08,538 - INFO - Evaluation:
+Curr mae: 6.6231; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.6055; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0537; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:13:08,539 - INFO - Epoch: 1029 / 1300	lr: 3.894e-05
+2025-07-02 05:13:54,841 - INFO - Training: cls_zice: 7.314174408912659; reg_zipnll: -5.891375887393951; aux_mae_loss_1: 6.960201950073242; aux_mae_loss_2: 1.011456880569458; cnt_loss: 1.189905939102173;
+2025-07-02 05:13:54,842 - INFO - Evaluation:
+Curr mae: 6.6520; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.3939; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0558; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:13:54,842 - INFO - Epoch: 1030 / 1300	lr: 3.871e-05
+2025-07-02 05:14:40,958 - INFO - Training: cls_zice: 7.332612278461457; reg_zipnll: -6.920952782630921; aux_mae_loss_1: 7.073022875785828; aux_mae_loss_2: 1.0391864025592803; cnt_loss: 1.275681767463684;
+2025-07-02 05:14:40,959 - INFO - Evaluation:
+Curr mae: 6.3733; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.6657; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0517; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:14:40,959 - INFO - Epoch: 1031 / 1300	lr: 3.847e-05
+2025-07-02 05:15:27,267 - INFO - Training: cls_zice: 7.220655536651611; reg_zipnll: -3.377796745300293; aux_mae_loss_1: 7.078656058311463; aux_mae_loss_2: 1.055422854423523; cnt_loss: 1.3110537213087081;
+2025-07-02 05:15:27,268 - INFO - Evaluation:
+Curr mae: 6.2598; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.3197; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0496; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:15:27,268 - INFO - Epoch: 1032 / 1300	lr: 3.824e-05
+2025-07-02 05:16:13,558 - INFO - Training: cls_zice: 7.476543276309967; reg_zipnll: -8.212771711349488; aux_mae_loss_1: 7.062918639183044; aux_mae_loss_2: 1.046383929848671; cnt_loss: 1.2995295757055283;
+2025-07-02 05:16:13,559 - INFO - Evaluation:
+Curr mae: 6.8992; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2063; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0526; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:16:13,559 - INFO - Epoch: 1033 / 1300	lr: 3.800e-05
+2025-07-02 05:16:59,846 - INFO - Training: cls_zice: 7.666141619682312; reg_zipnll: -9.068891582489014; aux_mae_loss_1: 7.676974349021911; aux_mae_loss_2: 1.109487589597702; cnt_loss: 1.1950218266248702;
+2025-07-02 05:16:59,846 - INFO - Evaluation:
+Curr mae: 6.4720; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.8507; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0507; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:16:59,846 - INFO - Epoch: 1034 / 1300	lr: 3.777e-05
+2025-07-02 05:17:46,334 - INFO - Training: cls_zice: 7.235475916862487; reg_zipnll: -1.735419316291809; aux_mae_loss_1: 6.749089026451111; aux_mae_loss_2: 1.0230157965421676; cnt_loss: 1.1696151518821716;
+2025-07-02 05:17:46,335 - INFO - Evaluation:
+Curr mae: 6.5807; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.7304; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0509; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:17:46,335 - INFO - Epoch: 1035 / 1300	lr: 3.753e-05
+2025-07-02 05:18:32,646 - INFO - Training: cls_zice: 7.41387972831726; reg_zipnll: -5.300499062538147; aux_mae_loss_1: 7.12173171043396; aux_mae_loss_2: 1.0411953526735305; cnt_loss: 1.1090287762880324;
+2025-07-02 05:18:32,647 - INFO - Evaluation:
+Curr mae: 6.8457; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.9765; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0554; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:18:32,647 - INFO - Epoch: 1036 / 1300	lr: 3.730e-05
+2025-07-02 05:19:18,974 - INFO - Training: cls_zice: 7.4910625553131105; reg_zipnll: -11.34404450416565; aux_mae_loss_1: 7.489349737167358; aux_mae_loss_2: 1.0890820175409317; cnt_loss: 1.397168083190918;
+2025-07-02 05:19:18,974 - INFO - Evaluation:
+Curr mae: 7.5696; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6217; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0583; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:19:18,975 - INFO - Epoch: 1037 / 1300	lr: 3.706e-05
+2025-07-02 05:20:05,500 - INFO - Training: cls_zice: 7.380985198020935; reg_zipnll: -6.818969116210938; aux_mae_loss_1: 7.1619453573226926; aux_mae_loss_2: 1.082775544524193; cnt_loss: 1.1941749906539918;
+2025-07-02 05:20:05,500 - INFO - Evaluation:
+Curr mae: 6.4931; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.5345; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:20:05,501 - INFO - Epoch: 1038 / 1300	lr: 3.683e-05
+2025-07-02 05:20:51,934 - INFO - Training: cls_zice: 7.382984812259674; reg_zipnll: -5.644529123306274; aux_mae_loss_1: 6.865172140598297; aux_mae_loss_2: 1.026074969768524; cnt_loss: 1.22672298848629;
+2025-07-02 05:20:51,934 - INFO - Evaluation:
+Curr mae: 6.7554; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.4119; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0552; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:20:51,934 - INFO - Epoch: 1039 / 1300	lr: 3.660e-05
+2025-07-02 05:21:38,290 - INFO - Training: cls_zice: 7.173385152816772; reg_zipnll: -6.5892136812210085; aux_mae_loss_1: 7.256440310478211; aux_mae_loss_2: 1.0771245688199997; cnt_loss: 1.2804505383968354;
+2025-07-02 05:21:38,291 - INFO - Evaluation:
+Curr mae: 6.5613; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.7670; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0522; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:21:38,291 - INFO - Epoch: 1040 / 1300	lr: 3.636e-05
+2025-07-02 05:22:24,687 - INFO - Training: cls_zice: 6.926734182834625; reg_zipnll: -6.27403297662735; aux_mae_loss_1: 6.792691979408264; aux_mae_loss_2: 0.9778673559427261; cnt_loss: 1.2397238475084305;
+2025-07-02 05:22:24,688 - INFO - Evaluation:
+Curr mae: 6.7447; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4569; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0526; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:22:24,688 - INFO - Epoch: 1041 / 1300	lr: 3.613e-05
+2025-07-02 05:23:11,021 - INFO - Training: cls_zice: 7.113219310045242; reg_zipnll: -5.889619336128235; aux_mae_loss_1: 6.480927858352661; aux_mae_loss_2: 0.9459331095218658; cnt_loss: 1.1810730493068695;
+2025-07-02 05:23:11,022 - INFO - Evaluation:
+Curr mae: 6.8977; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5753; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:23:11,022 - INFO - Epoch: 1042 / 1300	lr: 3.590e-05
+2025-07-02 05:23:57,393 - INFO - Training: cls_zice: 7.405367095470428; reg_zipnll: -6.399360237121582; aux_mae_loss_1: 6.847576045989991; aux_mae_loss_2: 0.9740125334262848; cnt_loss: 1.3846395075321198;
+2025-07-02 05:23:57,394 - INFO - Evaluation:
+Curr mae: 7.0516; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6865; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0541; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:23:57,394 - INFO - Epoch: 1043 / 1300	lr: 3.567e-05
+2025-07-02 05:24:43,468 - INFO - Training: cls_zice: 6.882952134609223; reg_zipnll: -5.308943471908569; aux_mae_loss_1: 6.723327922821045; aux_mae_loss_2: 1.0011538529396058; cnt_loss: 1.1761271744966506;
+2025-07-02 05:24:43,469 - INFO - Evaluation:
+Curr mae: 6.8033; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4167; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0533; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:24:43,469 - INFO - Epoch: 1044 / 1300	lr: 3.543e-05
+2025-07-02 05:25:30,131 - INFO - Training: cls_zice: 7.662763161659241; reg_zipnll: -11.542282341718673; aux_mae_loss_1: 7.984982600212097; aux_mae_loss_2: 1.2276041114330292; cnt_loss: 1.2947646474838257;
+2025-07-02 05:25:30,132 - INFO - Evaluation:
+Curr mae: 7.1013; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5792; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0559; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:25:30,132 - INFO - Epoch: 1045 / 1300	lr: 3.520e-05
+2025-07-02 05:26:16,639 - INFO - Training: cls_zice: 7.451821026802063; reg_zipnll: -8.946382813453674; aux_mae_loss_1: 7.046261954307556; aux_mae_loss_2: 1.041068236231804; cnt_loss: 1.2376215636730195;
+2025-07-02 05:26:16,639 - INFO - Evaluation:
+Curr mae: 6.8291; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.1829; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:26:16,639 - INFO - Epoch: 1046 / 1300	lr: 3.497e-05
+2025-07-02 05:27:02,757 - INFO - Training: cls_zice: 7.787195739746093; reg_zipnll: -9.52241816520691; aux_mae_loss_1: 7.165667147636413; aux_mae_loss_2: 1.0493625247478484; cnt_loss: 1.2140973103046417;
+2025-07-02 05:27:02,758 - INFO - Evaluation:
+Curr mae: 6.8880; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3910; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0546; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:27:02,758 - INFO - Epoch: 1047 / 1300	lr: 3.474e-05
+2025-07-02 05:27:49,408 - INFO - Training: cls_zice: 6.802654674053192; reg_zipnll: -11.143136773109436; aux_mae_loss_1: 6.695261087417602; aux_mae_loss_2: 0.9882577323913574; cnt_loss: 1.2393579971790314;
+2025-07-02 05:27:49,409 - INFO - Evaluation:
+Curr mae: 7.4468; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9417; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0573; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:27:49,409 - INFO - Epoch: 1048 / 1300	lr: 3.451e-05
+2025-07-02 05:28:35,683 - INFO - Training: cls_zice: 7.1203200626373295; reg_zipnll: -7.8454462432861325; aux_mae_loss_1: 7.07903235912323; aux_mae_loss_2: 1.0496294289827346; cnt_loss: 1.171568170785904;
+2025-07-02 05:28:35,684 - INFO - Evaluation:
+Curr mae: 7.7436; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0733; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0629; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:28:35,684 - INFO - Epoch: 1049 / 1300	lr: 3.428e-05
+2025-07-02 05:29:21,649 - INFO - Training: cls_zice: 7.321139001846314; reg_zipnll: -7.533141596019268; aux_mae_loss_1: 7.477189993858337; aux_mae_loss_2: 1.1450041627883911; cnt_loss: 1.289582784175873;
+2025-07-02 05:29:21,649 - INFO - Evaluation:
+Curr mae: 6.9328; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4811; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0552; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:29:21,650 - INFO - Epoch: 1050 / 1300	lr: 3.405e-05
+2025-07-02 05:30:07,779 - INFO - Training: cls_zice: 7.192384929060936; reg_zipnll: -13.620887231826782; aux_mae_loss_1: 7.7618540048599245; aux_mae_loss_2: 1.134754702448845; cnt_loss: 1.194618854522705;
+2025-07-02 05:30:07,779 - INFO - Evaluation:
+Curr mae: 7.1948; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4477; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0555; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:30:09,114 - INFO - Epoch: 1051 / 1300	lr: 3.382e-05
+2025-07-02 05:30:55,701 - INFO - Training: cls_zice: 7.371647229790687; reg_zipnll: -7.7081441307067875; aux_mae_loss_1: 7.063510551452636; aux_mae_loss_2: 1.0296615451574325; cnt_loss: 1.2408442038297653;
+2025-07-02 05:30:55,701 - INFO - Evaluation:
+Curr mae: 7.8026; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.7917; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0625; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:30:55,702 - INFO - Epoch: 1052 / 1300	lr: 3.360e-05
+2025-07-02 05:31:41,897 - INFO - Training: cls_zice: 7.162195258140564; reg_zipnll: -5.464814214706421; aux_mae_loss_1: 6.811098041534424; aux_mae_loss_2: 1.019859535098076; cnt_loss: 1.0963498517870902;
+2025-07-02 05:31:41,898 - INFO - Evaluation:
+Curr mae: 7.2417; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3715; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0582; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:31:41,898 - INFO - Epoch: 1053 / 1300	lr: 3.337e-05
+2025-07-02 05:32:28,495 - INFO - Training: cls_zice: 7.264985082149505; reg_zipnll: -11.007991213798523; aux_mae_loss_1: 6.96261666059494; aux_mae_loss_2: 1.0348552364110946; cnt_loss: 1.086664690375328;
+2025-07-02 05:32:28,495 - INFO - Evaluation:
+Curr mae: 6.9852; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.0753; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0540; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:32:28,495 - INFO - Epoch: 1054 / 1300	lr: 3.314e-05
+2025-07-02 05:33:14,635 - INFO - Training: cls_zice: 6.729622247219086; reg_zipnll: -10.688998246192932; aux_mae_loss_1: 7.1314299249649045; aux_mae_loss_2: 1.067840490937233; cnt_loss: 1.2653771436214447;
+2025-07-02 05:33:14,636 - INFO - Evaluation:
+Curr mae: 7.4597; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.7024; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:33:14,636 - INFO - Epoch: 1055 / 1300	lr: 3.291e-05
+2025-07-02 05:34:00,874 - INFO - Training: cls_zice: 6.894490029811859; reg_zipnll: -6.376466140747071; aux_mae_loss_1: 6.585351157188415; aux_mae_loss_2: 0.9748394346237182; cnt_loss: 1.1060756289958953;
+2025-07-02 05:34:00,875 - INFO - Evaluation:
+Curr mae: 7.3741; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0270; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0563; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:34:00,875 - INFO - Epoch: 1056 / 1300	lr: 3.269e-05
+2025-07-02 05:34:47,148 - INFO - Training: cls_zice: 7.1870493316650395; reg_zipnll: -12.959747042655945; aux_mae_loss_1: 7.328081769943237; aux_mae_loss_2: 1.054867718219757; cnt_loss: 0.9969061940908432;
+2025-07-02 05:34:47,148 - INFO - Evaluation:
+Curr mae: 7.9691; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 13.5380; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0599; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:34:47,149 - INFO - Epoch: 1057 / 1300	lr: 3.246e-05
+2025-07-02 05:35:33,715 - INFO - Training: cls_zice: 7.045714075565338; reg_zipnll: -11.981318798065185; aux_mae_loss_1: 7.53944176197052; aux_mae_loss_2: 1.1439442843198777; cnt_loss: 1.0887778133153916;
+2025-07-02 05:35:33,716 - INFO - Evaluation:
+Curr mae: 7.5607; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1257; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0595; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:35:33,716 - INFO - Epoch: 1058 / 1300	lr: 3.223e-05
+2025-07-02 05:36:19,971 - INFO - Training: cls_zice: 7.76431670665741; reg_zipnll: -9.238485860824586; aux_mae_loss_1: 7.5453259372711186; aux_mae_loss_2: 1.1092016196250916; cnt_loss: 1.2253508883714677;
+2025-07-02 05:36:19,971 - INFO - Evaluation:
+Curr mae: 6.7461; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.0612; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0520; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:36:19,971 - INFO - Epoch: 1059 / 1300	lr: 3.201e-05
+2025-07-02 05:37:06,686 - INFO - Training: cls_zice: 7.1741977977752684; reg_zipnll: -11.898747010231018; aux_mae_loss_1: 7.712169814109802; aux_mae_loss_2: 1.175601180791855; cnt_loss: 1.1651730608940125;
+2025-07-02 05:37:06,687 - INFO - Evaluation:
+Curr mae: 6.6713; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.7915; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:37:06,687 - INFO - Epoch: 1060 / 1300	lr: 3.178e-05
+2025-07-02 05:37:52,907 - INFO - Training: cls_zice: 7.342726621627808; reg_zipnll: -8.517456965446472; aux_mae_loss_1: 7.677685623168945; aux_mae_loss_2: 1.1290366327762604; cnt_loss: 1.2766500318050384;
+2025-07-02 05:37:52,908 - INFO - Evaluation:
+Curr mae: 6.8903; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5227; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0527; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:37:52,908 - INFO - Epoch: 1061 / 1300	lr: 3.156e-05
+2025-07-02 05:38:39,453 - INFO - Training: cls_zice: 6.911006253957749; reg_zipnll: -6.749341205358506; aux_mae_loss_1: 7.019342188835144; aux_mae_loss_2: 1.0355250597000123; cnt_loss: 1.1654871886968612;
+2025-07-02 05:38:39,453 - INFO - Evaluation:
+Curr mae: 7.3489; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7916; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0572; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:38:39,454 - INFO - Epoch: 1062 / 1300	lr: 3.133e-05
+2025-07-02 05:39:25,890 - INFO - Training: cls_zice: 7.248651375770569; reg_zipnll: -9.2821666431427; aux_mae_loss_1: 7.005673823356628; aux_mae_loss_2: 1.0133038479089738; cnt_loss: 1.146380370259285;
+2025-07-02 05:39:25,891 - INFO - Evaluation:
+Curr mae: 7.6403; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.8111; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:39:25,891 - INFO - Epoch: 1063 / 1300	lr: 3.111e-05
+2025-07-02 05:40:12,260 - INFO - Training: cls_zice: 7.365695921182632; reg_zipnll: -9.16764452934265; aux_mae_loss_1: 7.172253441810608; aux_mae_loss_2: 1.0347712218761445; cnt_loss: 1.0913735860586167;
+2025-07-02 05:40:12,261 - INFO - Evaluation:
+Curr mae: 8.0146; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 13.2312; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0615; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:40:12,261 - INFO - Epoch: 1064 / 1300	lr: 3.089e-05
+2025-07-02 05:40:58,546 - INFO - Training: cls_zice: 6.850196058750153; reg_zipnll: -6.86042290687561; aux_mae_loss_1: 7.019620370864868; aux_mae_loss_2: 1.0196923589706421; cnt_loss: 1.153335393667221;
+2025-07-02 05:40:58,546 - INFO - Evaluation:
+Curr mae: 7.2635; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8752; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0560; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:40:58,546 - INFO - Epoch: 1065 / 1300	lr: 3.066e-05
+2025-07-02 05:41:44,985 - INFO - Training: cls_zice: 7.504763145446777; reg_zipnll: -7.690074381828308; aux_mae_loss_1: 7.272335698604584; aux_mae_loss_2: 1.0662391105294227; cnt_loss: 1.2378684037923813;
+2025-07-02 05:41:44,986 - INFO - Evaluation:
+Curr mae: 7.2902; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9821; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0560; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:41:44,986 - INFO - Epoch: 1066 / 1300	lr: 3.044e-05
+2025-07-02 05:42:31,366 - INFO - Training: cls_zice: 6.481573113203049; reg_zipnll: -5.469522275924683; aux_mae_loss_1: 6.533355157375336; aux_mae_loss_2: 0.9383155196905136; cnt_loss: 1.1518589040637017;
+2025-07-02 05:42:31,367 - INFO - Evaluation:
+Curr mae: 7.4659; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6453; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0572; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:42:31,367 - INFO - Epoch: 1067 / 1300	lr: 3.022e-05
+2025-07-02 05:43:17,781 - INFO - Training: cls_zice: 7.6175871753692626; reg_zipnll: -12.740601773262023; aux_mae_loss_1: 7.482130055427551; aux_mae_loss_2: 1.1076791232824326; cnt_loss: 1.1484842562675477;
+2025-07-02 05:43:17,781 - INFO - Evaluation:
+Curr mae: 7.9921; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3629; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0623; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:43:17,781 - INFO - Epoch: 1068 / 1300	lr: 3.000e-05
+2025-07-02 05:44:04,595 - INFO - Training: cls_zice: 6.58495020866394; reg_zipnll: -10.824535989761353; aux_mae_loss_1: 7.288238129615784; aux_mae_loss_2: 1.1029103869199752; cnt_loss: 1.093010007739067;
+2025-07-02 05:44:04,596 - INFO - Evaluation:
+Curr mae: 6.8311; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.0879; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0535; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:44:04,596 - INFO - Epoch: 1069 / 1300	lr: 2.978e-05
+2025-07-02 05:44:50,645 - INFO - Training: cls_zice: 7.365068316459656; reg_zipnll: -7.128501009941101; aux_mae_loss_1: 7.317479310035705; aux_mae_loss_2: 1.0524539417028427; cnt_loss: 1.227628510594368;
+2025-07-02 05:44:50,645 - INFO - Evaluation:
+Curr mae: 6.6802; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.0652; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0521; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:44:50,645 - INFO - Epoch: 1070 / 1300	lr: 2.956e-05
+2025-07-02 05:45:37,085 - INFO - Training: cls_zice: 7.476841444969177; reg_zipnll: -11.006650319099426; aux_mae_loss_1: 7.029381279945373; aux_mae_loss_2: 1.033409005999565; cnt_loss: 1.3023517858982085;
+2025-07-02 05:45:37,086 - INFO - Evaluation:
+Curr mae: 6.9925; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4643; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0530; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:45:37,086 - INFO - Epoch: 1071 / 1300	lr: 2.934e-05
+2025-07-02 05:46:23,572 - INFO - Training: cls_zice: 7.095236825942993; reg_zipnll: -10.449411103725433; aux_mae_loss_1: 7.130198774337768; aux_mae_loss_2: 1.0694096130132675; cnt_loss: 1.175642716884613;
+2025-07-02 05:46:23,573 - INFO - Evaluation:
+Curr mae: 7.6763; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7565; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0609; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:46:23,573 - INFO - Epoch: 1072 / 1300	lr: 2.912e-05
+2025-07-02 05:47:09,887 - INFO - Training: cls_zice: 7.094964370727539; reg_zipnll: -8.36754597902298; aux_mae_loss_1: 7.010572948455811; aux_mae_loss_2: 1.0492274677753448; cnt_loss: 1.2532566767930984;
+2025-07-02 05:47:09,887 - INFO - Evaluation:
+Curr mae: 7.2947; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7670; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0583; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:47:09,887 - INFO - Epoch: 1073 / 1300	lr: 2.890e-05
+2025-07-02 05:47:56,403 - INFO - Training: cls_zice: 7.0684823369979854; reg_zipnll: -13.053669543862343; aux_mae_loss_1: 7.0331428480148315; aux_mae_loss_2: 1.0628692889213562; cnt_loss: 1.1879927974939346;
+2025-07-02 05:47:56,403 - INFO - Evaluation:
+Curr mae: 7.9904; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.5860; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0632; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:47:56,404 - INFO - Epoch: 1074 / 1300	lr: 2.868e-05
+2025-07-02 05:48:42,589 - INFO - Training: cls_zice: 7.395838460922241; reg_zipnll: -9.462417211532593; aux_mae_loss_1: 7.343631777763367; aux_mae_loss_2: 1.0829960632324218; cnt_loss: 1.234354863166809;
+2025-07-02 05:48:42,589 - INFO - Evaluation:
+Curr mae: 7.9227; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 13.0498; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0593; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:48:42,589 - INFO - Epoch: 1075 / 1300	lr: 2.846e-05
+2025-07-02 05:49:29,163 - INFO - Training: cls_zice: 6.528427516222; reg_zipnll: -2.1376131057739256; aux_mae_loss_1: 6.108544943332672; aux_mae_loss_2: 0.8926516205072403; cnt_loss: 1.0376005363464356;
+2025-07-02 05:49:29,164 - INFO - Evaluation:
+Curr mae: 6.8551; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4992; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0529; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:49:29,164 - INFO - Epoch: 1076 / 1300	lr: 2.824e-05
+2025-07-02 05:50:15,470 - INFO - Training: cls_zice: 7.484655213356018; reg_zipnll: -8.116369099617005; aux_mae_loss_1: 7.378033761978149; aux_mae_loss_2: 1.1312858206033707; cnt_loss: 1.1910308343172074;
+2025-07-02 05:50:15,471 - INFO - Evaluation:
+Curr mae: 6.8270; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3735; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:50:15,471 - INFO - Epoch: 1077 / 1300	lr: 2.803e-05
+2025-07-02 05:51:02,385 - INFO - Training: cls_zice: 7.267391486167908; reg_zipnll: -6.784029450416565; aux_mae_loss_1: 6.493979978561401; aux_mae_loss_2: 0.9342115539312362; cnt_loss: 1.0657635912299157;
+2025-07-02 05:51:02,386 - INFO - Evaluation:
+Curr mae: 7.0359; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2714; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0556; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:51:02,386 - INFO - Epoch: 1078 / 1300	lr: 2.781e-05
+2025-07-02 05:51:48,873 - INFO - Training: cls_zice: 7.077801966667176; reg_zipnll: -5.953122110366821; aux_mae_loss_1: 6.886582226753235; aux_mae_loss_2: 0.9915387541055679; cnt_loss: 1.0439191603660583;
+2025-07-02 05:51:48,873 - INFO - Evaluation:
+Curr mae: 6.9533; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7223; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0548; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:51:48,873 - INFO - Epoch: 1079 / 1300	lr: 2.760e-05
+2025-07-02 05:52:35,041 - INFO - Training: cls_zice: 7.488622498512268; reg_zipnll: -6.571773090362549; aux_mae_loss_1: 7.054591591358185; aux_mae_loss_2: 1.029022256731987; cnt_loss: 1.2160896801948546;
+2025-07-02 05:52:35,042 - INFO - Evaluation:
+Curr mae: 6.6524; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3880; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:52:35,043 - INFO - Epoch: 1080 / 1300	lr: 2.738e-05
+2025-07-02 05:53:21,469 - INFO - Training: cls_zice: 6.94413590669632; reg_zipnll: -9.780493421554565; aux_mae_loss_1: 7.240978813171386; aux_mae_loss_2: 1.0934028589725495; cnt_loss: 1.172430619597435;
+2025-07-02 05:53:21,470 - INFO - Evaluation:
+Curr mae: 6.8875; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2415; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0546; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:53:21,470 - INFO - Epoch: 1081 / 1300	lr: 2.717e-05
+2025-07-02 05:54:08,001 - INFO - Training: cls_zice: 6.469947092533111; reg_zipnll: -7.759239981174469; aux_mae_loss_1: 6.410192472934723; aux_mae_loss_2: 0.9820717608928681; cnt_loss: 1.081886949837208;
+2025-07-02 05:54:08,002 - INFO - Evaluation:
+Curr mae: 6.9717; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.1986; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0554; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:54:08,002 - INFO - Epoch: 1082 / 1300	lr: 2.695e-05
+2025-07-02 05:54:54,416 - INFO - Training: cls_zice: 6.782464148998261; reg_zipnll: -5.184232430458069; aux_mae_loss_1: 6.591570415496826; aux_mae_loss_2: 0.9638447606563568; cnt_loss: 1.1892851263284683;
+2025-07-02 05:54:54,417 - INFO - Evaluation:
+Curr mae: 7.1786; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0142; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0541; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:54:54,417 - INFO - Epoch: 1083 / 1300	lr: 2.674e-05
+2025-07-02 05:55:41,211 - INFO - Training: cls_zice: 6.843192038536071; reg_zipnll: -9.194504318237305; aux_mae_loss_1: 6.859062571525573; aux_mae_loss_2: 1.0289359611272813; cnt_loss: 1.025966418981552;
+2025-07-02 05:55:41,212 - INFO - Evaluation:
+Curr mae: 6.8973; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5254; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0516; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:55:41,212 - INFO - Epoch: 1084 / 1300	lr: 2.653e-05
+2025-07-02 05:56:27,827 - INFO - Training: cls_zice: 7.026829919815063; reg_zipnll: -10.133025608062745; aux_mae_loss_1: 7.203227186203003; aux_mae_loss_2: 1.0822264075279235; cnt_loss: 1.2206527626514434;
+2025-07-02 05:56:27,827 - INFO - Evaluation:
+Curr mae: 6.7437; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4080; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:56:27,827 - INFO - Epoch: 1085 / 1300	lr: 2.631e-05
+2025-07-02 05:57:14,880 - INFO - Training: cls_zice: 7.317076144218444; reg_zipnll: -8.869305911064147; aux_mae_loss_1: 6.870590968132019; aux_mae_loss_2: 1.0111846429109574; cnt_loss: 1.1487386882305146;
+2025-07-02 05:57:14,881 - INFO - Evaluation:
+Curr mae: 6.9864; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.1742; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:57:14,881 - INFO - Epoch: 1086 / 1300	lr: 2.610e-05
+2025-07-02 05:58:01,620 - INFO - Training: cls_zice: 6.939965422153473; reg_zipnll: -11.083307380676269; aux_mae_loss_1: 7.29201226234436; aux_mae_loss_2: 1.0819669342041016; cnt_loss: 1.1999764323234559;
+2025-07-02 05:58:01,620 - INFO - Evaluation:
+Curr mae: 6.7901; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.8740; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0553; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:58:01,620 - INFO - Epoch: 1087 / 1300	lr: 2.589e-05
+2025-07-02 05:58:48,421 - INFO - Training: cls_zice: 7.1083629977703096; reg_zipnll: -11.620548224449157; aux_mae_loss_1: 7.028998341560364; aux_mae_loss_2: 1.032603931427002; cnt_loss: 1.2192063623666762;
+2025-07-02 05:58:48,421 - INFO - Evaluation:
+Curr mae: 6.9734; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3631; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0548; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:58:48,422 - INFO - Epoch: 1088 / 1300	lr: 2.568e-05
+2025-07-02 05:59:34,721 - INFO - Training: cls_zice: 6.6217691254615785; reg_zipnll: -4.5032357454299925; aux_mae_loss_1: 6.170488572120666; aux_mae_loss_2: 0.882149663567543; cnt_loss: 0.9604104697704315;
+2025-07-02 05:59:34,722 - INFO - Evaluation:
+Curr mae: 6.8806; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2706; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 05:59:34,722 - INFO - Epoch: 1089 / 1300	lr: 2.547e-05
+2025-07-02 06:00:21,321 - INFO - Training: cls_zice: 6.628982372283936; reg_zipnll: -5.6985897445678715; aux_mae_loss_1: 6.492319660186768; aux_mae_loss_2: 0.952220026254654; cnt_loss: 1.0355861705541611;
+2025-07-02 06:00:21,322 - INFO - Evaluation:
+Curr mae: 6.7618; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.0184; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0534; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:00:21,322 - INFO - Epoch: 1090 / 1300	lr: 2.526e-05
+2025-07-02 06:01:07,478 - INFO - Training: cls_zice: 6.5836819911003115; reg_zipnll: -5.309170718193054; aux_mae_loss_1: 6.654431281089782; aux_mae_loss_2: 0.9967326110601425; cnt_loss: 1.0286907237768173;
+2025-07-02 06:01:07,479 - INFO - Evaluation:
+Curr mae: 7.3715; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4947; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:01:07,479 - INFO - Epoch: 1091 / 1300	lr: 2.505e-05
+2025-07-02 06:01:54,038 - INFO - Training: cls_zice: 7.550578513145447; reg_zipnll: -12.989985394477845; aux_mae_loss_1: 7.642033710479736; aux_mae_loss_2: 1.1012118643522262; cnt_loss: 1.1297746479511261;
+2025-07-02 06:01:54,043 - INFO - Evaluation:
+Curr mae: 6.8939; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.8571; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0572; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:01:54,043 - INFO - Epoch: 1092 / 1300	lr: 2.484e-05
+2025-07-02 06:02:40,542 - INFO - Training: cls_zice: 6.67514496088028; reg_zipnll: -7.22024001121521; aux_mae_loss_1: 6.511362557411194; aux_mae_loss_2: 0.970165251493454; cnt_loss: 0.9820930397510529;
+2025-07-02 06:02:40,543 - INFO - Evaluation:
+Curr mae: 7.1466; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8255; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0555; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:02:40,543 - INFO - Epoch: 1093 / 1300	lr: 2.464e-05
+2025-07-02 06:03:26,871 - INFO - Training: cls_zice: 6.687069098949433; reg_zipnll: -7.593896818161011; aux_mae_loss_1: 7.128682389259338; aux_mae_loss_2: 1.0353695785999297; cnt_loss: 1.0366821268200874;
+2025-07-02 06:03:26,872 - INFO - Evaluation:
+Curr mae: 7.3917; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9270; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0582; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:03:26,873 - INFO - Epoch: 1094 / 1300	lr: 2.443e-05
+2025-07-02 06:04:13,565 - INFO - Training: cls_zice: 7.015004587173462; reg_zipnll: -9.25471796989441; aux_mae_loss_1: 6.561822772026062; aux_mae_loss_2: 0.9785834765434265; cnt_loss: 1.1617296731472015;
+2025-07-02 06:04:13,566 - INFO - Evaluation:
+Curr mae: 7.6733; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3962; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0607; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:04:13,566 - INFO - Epoch: 1095 / 1300	lr: 2.422e-05
+2025-07-02 06:05:00,527 - INFO - Training: cls_zice: 6.9817302751541135; reg_zipnll: -10.149910697937012; aux_mae_loss_1: 6.89919186592102; aux_mae_loss_2: 1.029862914085388; cnt_loss: 1.1042792630195617;
+2025-07-02 06:05:00,528 - INFO - Evaluation:
+Curr mae: 6.9452; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.1590; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0545; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:05:00,528 - INFO - Epoch: 1096 / 1300	lr: 2.402e-05
+2025-07-02 06:05:47,394 - INFO - Training: cls_zice: 7.691973383426666; reg_zipnll: -5.460414743423462; aux_mae_loss_1: 7.091495475769043; aux_mae_loss_2: 1.0409511530399322; cnt_loss: 1.1856400668621063;
+2025-07-02 06:05:47,394 - INFO - Evaluation:
+Curr mae: 6.9443; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2157; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0532; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:05:47,394 - INFO - Epoch: 1097 / 1300	lr: 2.381e-05
+2025-07-02 06:06:34,194 - INFO - Training: cls_zice: 7.1221566796302795; reg_zipnll: -6.857950685024261; aux_mae_loss_1: 6.846575379371643; aux_mae_loss_2: 1.0001208513975144; cnt_loss: 1.1323842465877534;
+2025-07-02 06:06:34,195 - INFO - Evaluation:
+Curr mae: 6.5464; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.9364; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0524; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:06:34,195 - INFO - Epoch: 1098 / 1300	lr: 2.361e-05
+2025-07-02 06:07:21,016 - INFO - Training: cls_zice: 6.702885680198669; reg_zipnll: -8.96672845363617; aux_mae_loss_1: 6.527894735336304; aux_mae_loss_2: 0.95287149310112; cnt_loss: 1.0836273038387298;
+2025-07-02 06:07:21,017 - INFO - Evaluation:
+Curr mae: 6.7873; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2528; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0538; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:07:21,017 - INFO - Epoch: 1099 / 1300	lr: 2.340e-05
+2025-07-02 06:08:07,451 - INFO - Training: cls_zice: 6.50621334195137; reg_zipnll: -7.759627466201782; aux_mae_loss_1: 6.642325096130371; aux_mae_loss_2: 0.9437745189666749; cnt_loss: 1.062015460729599;
+2025-07-02 06:08:07,451 - INFO - Evaluation:
+Curr mae: 6.8721; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4317; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0538; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:08:07,451 - INFO - Epoch: 1100 / 1300	lr: 2.320e-05
+2025-07-02 06:08:54,108 - INFO - Training: cls_zice: 6.381463514566422; reg_zipnll: -9.754727969169616; aux_mae_loss_1: 6.88879958152771; aux_mae_loss_2: 1.0183679020404817; cnt_loss: 0.9913262915611267;
+2025-07-02 06:08:54,109 - INFO - Evaluation:
+Curr mae: 7.3804; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0549; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0559; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:08:55,468 - INFO - Epoch: 1101 / 1300	lr: 2.300e-05
+2025-07-02 06:09:41,661 - INFO - Training: cls_zice: 6.511554760932922; reg_zipnll: -9.754621123075486; aux_mae_loss_1: 6.6858952569961545; aux_mae_loss_2: 0.9550523728132247; cnt_loss: 0.9800469449162483;
+2025-07-02 06:09:41,662 - INFO - Evaluation:
+Curr mae: 7.0301; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4934; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0548; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:09:41,662 - INFO - Epoch: 1102 / 1300	lr: 2.280e-05
+2025-07-02 06:10:27,984 - INFO - Training: cls_zice: 6.334344022274017; reg_zipnll: -8.527843351364135; aux_mae_loss_1: 6.497240500450134; aux_mae_loss_2: 0.9857081353664399; cnt_loss: 1.117281170487404;
+2025-07-02 06:10:27,984 - INFO - Evaluation:
+Curr mae: 7.3372; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2963; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0546; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:10:27,985 - INFO - Epoch: 1103 / 1300	lr: 2.260e-05
+2025-07-02 06:11:14,630 - INFO - Training: cls_zice: 7.0048168861866; reg_zipnll: -8.99594268321991; aux_mae_loss_1: 6.970478005409241; aux_mae_loss_2: 1.0385480368137359; cnt_loss: 1.1602411997318267;
+2025-07-02 06:11:14,630 - INFO - Evaluation:
+Curr mae: 6.9383; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3039; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:11:14,630 - INFO - Epoch: 1104 / 1300	lr: 2.240e-05
+2025-07-02 06:12:01,038 - INFO - Training: cls_zice: 6.297344071269035; reg_zipnll: -1.5933277273178101; aux_mae_loss_1: 5.868102498054505; aux_mae_loss_2: 0.8621092766523362; cnt_loss: 1.013286972641945;
+2025-07-02 06:12:01,039 - INFO - Evaluation:
+Curr mae: 7.0944; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4656; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:12:01,039 - INFO - Epoch: 1105 / 1300	lr: 2.220e-05
+2025-07-02 06:12:47,765 - INFO - Training: cls_zice: 7.337627284526825; reg_zipnll: -8.803567938804626; aux_mae_loss_1: 6.9437475633621215; aux_mae_loss_2: 1.0086514115333558; cnt_loss: 1.1053378456830978;
+2025-07-02 06:12:47,766 - INFO - Evaluation:
+Curr mae: 7.0158; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2738; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:12:47,766 - INFO - Epoch: 1106 / 1300	lr: 2.200e-05
+2025-07-02 06:13:34,267 - INFO - Training: cls_zice: 6.939780015945434; reg_zipnll: -10.069779992103577; aux_mae_loss_1: 7.045494203567505; aux_mae_loss_2: 1.0380130481719971; cnt_loss: 1.1442090743780136;
+2025-07-02 06:13:34,268 - INFO - Evaluation:
+Curr mae: 7.0816; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7000; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0555; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:13:34,268 - INFO - Epoch: 1107 / 1300	lr: 2.180e-05
+2025-07-02 06:14:21,461 - INFO - Training: cls_zice: 6.082978932857514; reg_zipnll: -12.24460638999939; aux_mae_loss_1: 6.477952539920807; aux_mae_loss_2: 0.969000876545906; cnt_loss: 1.0233700573444366;
+2025-07-02 06:14:21,461 - INFO - Evaluation:
+Curr mae: 6.9354; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6054; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0535; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:14:21,462 - INFO - Epoch: 1108 / 1300	lr: 2.160e-05
+2025-07-02 06:15:08,236 - INFO - Training: cls_zice: 6.425841398239136; reg_zipnll: -10.612065882682801; aux_mae_loss_1: 6.801485505104065; aux_mae_loss_2: 1.0044956481456757; cnt_loss: 1.0255394238233566;
+2025-07-02 06:15:08,236 - INFO - Evaluation:
+Curr mae: 7.3874; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8822; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0581; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:15:08,237 - INFO - Epoch: 1109 / 1300	lr: 2.140e-05
+2025-07-02 06:15:54,560 - INFO - Training: cls_zice: 6.7157587361335755; reg_zipnll: -10.421937885284423; aux_mae_loss_1: 6.80487024307251; aux_mae_loss_2: 0.9759364652633667; cnt_loss: 1.145024054646492;
+2025-07-02 06:15:54,561 - INFO - Evaluation:
+Curr mae: 7.3955; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7773; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0585; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:15:54,561 - INFO - Epoch: 1110 / 1300	lr: 2.121e-05
+2025-07-02 06:16:41,287 - INFO - Training: cls_zice: 7.022249872684479; reg_zipnll: -11.783658056259155; aux_mae_loss_1: 7.345939893722534; aux_mae_loss_2: 1.1041294842958451; cnt_loss: 0.9264394664764404;
+2025-07-02 06:16:41,288 - INFO - Evaluation:
+Curr mae: 7.2720; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9623; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0547; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:16:41,288 - INFO - Epoch: 1111 / 1300	lr: 2.101e-05
+2025-07-02 06:17:27,805 - INFO - Training: cls_zice: 7.114585242271423; reg_zipnll: -9.49764283657074; aux_mae_loss_1: 7.091069960594178; aux_mae_loss_2: 1.0544744950532914; cnt_loss: 1.1601523733139039;
+2025-07-02 06:17:27,806 - INFO - Evaluation:
+Curr mae: 7.3257; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7781; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0585; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:17:27,806 - INFO - Epoch: 1112 / 1300	lr: 2.082e-05
+2025-07-02 06:18:14,341 - INFO - Training: cls_zice: 6.457641959190369; reg_zipnll: -6.400706005096436; aux_mae_loss_1: 6.126040005683899; aux_mae_loss_2: 0.8748921293020249; cnt_loss: 1.011636825799942;
+2025-07-02 06:18:14,341 - INFO - Evaluation:
+Curr mae: 7.7091; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.4457; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0607; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:18:14,341 - INFO - Epoch: 1113 / 1300	lr: 2.062e-05
+2025-07-02 06:19:00,851 - INFO - Training: cls_zice: 6.294266381263733; reg_zipnll: -6.815775032043457; aux_mae_loss_1: 6.260793099403381; aux_mae_loss_2: 0.9091817992925644; cnt_loss: 1.1139676666259766;
+2025-07-02 06:19:00,852 - INFO - Evaluation:
+Curr mae: 7.9191; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.6223; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0613; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:19:00,852 - INFO - Epoch: 1114 / 1300	lr: 2.043e-05
+2025-07-02 06:19:47,954 - INFO - Training: cls_zice: 7.075546588897705; reg_zipnll: -10.365587108135223; aux_mae_loss_1: 6.685749607086182; aux_mae_loss_2: 0.9613187450170517; cnt_loss: 1.0790504562854766;
+2025-07-02 06:19:47,955 - INFO - Evaluation:
+Curr mae: 6.7069; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.1156; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0516; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:19:47,955 - INFO - Epoch: 1115 / 1300	lr: 2.024e-05
+2025-07-02 06:20:34,563 - INFO - Training: cls_zice: 6.526713701486588; reg_zipnll: -8.356127195358276; aux_mae_loss_1: 6.3071928977966305; aux_mae_loss_2: 0.9580322343111038; cnt_loss: 1.0564151471853256;
+2025-07-02 06:20:34,564 - INFO - Evaluation:
+Curr mae: 6.8939; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3113; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0533; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:20:34,564 - INFO - Epoch: 1116 / 1300	lr: 2.005e-05
+2025-07-02 06:21:21,099 - INFO - Training: cls_zice: 7.029369430541992; reg_zipnll: -12.410826148986816; aux_mae_loss_1: 7.124013500213623; aux_mae_loss_2: 1.0612286216020583; cnt_loss: 1.128209582567215;
+2025-07-02 06:21:21,100 - INFO - Evaluation:
+Curr mae: 8.2924; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 13.0056; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0631; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:21:21,100 - INFO - Epoch: 1117 / 1300	lr: 1.985e-05
+2025-07-02 06:22:07,593 - INFO - Training: cls_zice: 7.018532500267029; reg_zipnll: -12.486464971126988; aux_mae_loss_1: 7.7275447654724125; aux_mae_loss_2: 1.1538033950328828; cnt_loss: 1.0761447775363921;
+2025-07-02 06:22:07,594 - INFO - Evaluation:
+Curr mae: 7.5226; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0381; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0577; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:22:07,594 - INFO - Epoch: 1118 / 1300	lr: 1.966e-05
+2025-07-02 06:22:54,210 - INFO - Training: cls_zice: 6.865581090450287; reg_zipnll: -14.074737844467164; aux_mae_loss_1: 6.812764739990234; aux_mae_loss_2: 1.0213032853603363; cnt_loss: 0.9429209339618683;
+2025-07-02 06:22:54,211 - INFO - Evaluation:
+Curr mae: 6.9290; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2860; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0535; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:22:54,211 - INFO - Epoch: 1119 / 1300	lr: 1.947e-05
+2025-07-02 06:23:40,747 - INFO - Training: cls_zice: 6.197084209918976; reg_zipnll: -12.64381386756897; aux_mae_loss_1: 6.581544046401977; aux_mae_loss_2: 0.9999394577741623; cnt_loss: 0.9288498377799987;
+2025-07-02 06:23:40,748 - INFO - Evaluation:
+Curr mae: 7.5866; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9142; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0602; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:23:40,748 - INFO - Epoch: 1120 / 1300	lr: 1.929e-05
+2025-07-02 06:24:27,415 - INFO - Training: cls_zice: 6.457911639213562; reg_zipnll: -5.894681220054626; aux_mae_loss_1: 6.187849721908569; aux_mae_loss_2: 0.9003903675079346; cnt_loss: 1.0066785144805908;
+2025-07-02 06:24:27,416 - INFO - Evaluation:
+Curr mae: 6.9757; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4673; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0544; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:24:27,416 - INFO - Epoch: 1121 / 1300	lr: 1.910e-05
+2025-07-02 06:25:13,775 - INFO - Training: cls_zice: 6.147720685005188; reg_zipnll: -8.561171035766602; aux_mae_loss_1: 6.501521692276001; aux_mae_loss_2: 0.9755180472135544; cnt_loss: 0.9766041374206543;
+2025-07-02 06:25:13,776 - INFO - Evaluation:
+Curr mae: 7.4144; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9376; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0571; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:25:13,776 - INFO - Epoch: 1122 / 1300	lr: 1.891e-05
+2025-07-02 06:26:00,070 - INFO - Training: cls_zice: 6.568477931022644; reg_zipnll: -11.46430902004242; aux_mae_loss_1: 6.465346260070801; aux_mae_loss_2: 0.9290077525377274; cnt_loss: 1.1335065439343452;
+2025-07-02 06:26:00,070 - INFO - Evaluation:
+Curr mae: 7.3743; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7955; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0578; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:26:00,071 - INFO - Epoch: 1123 / 1300	lr: 1.872e-05
+2025-07-02 06:26:46,686 - INFO - Training: cls_zice: 6.294717738628387; reg_zipnll: -8.115055689811706; aux_mae_loss_1: 6.756507971286774; aux_mae_loss_2: 1.0524090844392777; cnt_loss: 1.0246075040102005;
+2025-07-02 06:26:46,687 - INFO - Evaluation:
+Curr mae: 7.1812; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5810; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0559; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:26:46,687 - INFO - Epoch: 1124 / 1300	lr: 1.854e-05
+2025-07-02 06:27:33,547 - INFO - Training: cls_zice: 6.318561367690563; reg_zipnll: -11.141786794662476; aux_mae_loss_1: 7.219933168888092; aux_mae_loss_2: 1.083559764623642; cnt_loss: 1.0097876465320588;
+2025-07-02 06:27:33,552 - INFO - Evaluation:
+Curr mae: 6.6933; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 10.8606; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0525; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:27:33,552 - INFO - Epoch: 1125 / 1300	lr: 1.835e-05
+2025-07-02 06:28:20,227 - INFO - Training: cls_zice: 6.4888983154296875; reg_zipnll: -6.1008822536468506; aux_mae_loss_1: 6.143822286128998; aux_mae_loss_2: 0.8828439712524414; cnt_loss: 1.0385560297966003;
+2025-07-02 06:28:20,228 - INFO - Evaluation:
+Curr mae: 7.0574; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2815; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0565; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:28:20,228 - INFO - Epoch: 1126 / 1300	lr: 1.817e-05
+2025-07-02 06:29:06,577 - INFO - Training: cls_zice: 6.669001410007477; reg_zipnll: -8.38937686920166; aux_mae_loss_1: 6.537220044136047; aux_mae_loss_2: 0.9799440222978592; cnt_loss: 1.0545645225048066;
+2025-07-02 06:29:06,578 - INFO - Evaluation:
+Curr mae: 6.8855; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3676; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0531; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:29:06,578 - INFO - Epoch: 1127 / 1300	lr: 1.798e-05
+2025-07-02 06:29:53,357 - INFO - Training: cls_zice: 6.810176833868026; reg_zipnll: -15.068576316833497; aux_mae_loss_1: 6.702718732357025; aux_mae_loss_2: 1.0100949329137803; cnt_loss: 0.9737089121341705;
+2025-07-02 06:29:53,358 - INFO - Evaluation:
+Curr mae: 7.4963; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0031; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:29:53,358 - INFO - Epoch: 1128 / 1300	lr: 1.780e-05
+2025-07-02 06:30:40,168 - INFO - Training: cls_zice: 7.118767733573914; reg_zipnll: -13.118134107589722; aux_mae_loss_1: 6.887787528038025; aux_mae_loss_2: 1.0192565822601318; cnt_loss: 0.9750498777627945;
+2025-07-02 06:30:40,169 - INFO - Evaluation:
+Curr mae: 7.3665; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7558; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0581; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:30:40,169 - INFO - Epoch: 1129 / 1300	lr: 1.762e-05
+2025-07-02 06:31:26,854 - INFO - Training: cls_zice: 6.907624619007111; reg_zipnll: -12.262723827362061; aux_mae_loss_1: 7.070096778869629; aux_mae_loss_2: 1.046914838552475; cnt_loss: 1.0131787633895875;
+2025-07-02 06:31:26,855 - INFO - Evaluation:
+Curr mae: 7.6455; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0286; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0613; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:31:26,855 - INFO - Epoch: 1130 / 1300	lr: 1.744e-05
+2025-07-02 06:32:13,711 - INFO - Training: cls_zice: 6.505442218780518; reg_zipnll: -3.2286323928833007; aux_mae_loss_1: 5.912237348556519; aux_mae_loss_2: 0.8342821371555328; cnt_loss: 0.9472301560640335;
+2025-07-02 06:32:13,712 - INFO - Evaluation:
+Curr mae: 7.2319; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7667; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0590; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:32:13,712 - INFO - Epoch: 1131 / 1300	lr: 1.726e-05
+2025-07-02 06:33:00,092 - INFO - Training: cls_zice: 6.240143895149231; reg_zipnll: -8.017184090614318; aux_mae_loss_1: 6.104632441997528; aux_mae_loss_2: 0.8862332707643509; cnt_loss: 0.8719015425443649;
+2025-07-02 06:33:00,092 - INFO - Evaluation:
+Curr mae: 7.1220; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6583; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0572; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:33:00,093 - INFO - Epoch: 1132 / 1300	lr: 1.708e-05
+2025-07-02 06:33:46,730 - INFO - Training: cls_zice: 6.280471420288086; reg_zipnll: -8.242541465759277; aux_mae_loss_1: 6.163954572677612; aux_mae_loss_2: 0.9003603917360306; cnt_loss: 0.9542751610279083;
+2025-07-02 06:33:46,732 - INFO - Evaluation:
+Curr mae: 7.4172; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9960; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:33:46,732 - INFO - Epoch: 1133 / 1300	lr: 1.690e-05
+2025-07-02 06:34:33,510 - INFO - Training: cls_zice: 6.597653403282165; reg_zipnll: -12.178341155052186; aux_mae_loss_1: 6.466731958389282; aux_mae_loss_2: 0.9718252497911454; cnt_loss: 1.08111148416996;
+2025-07-02 06:34:33,510 - INFO - Evaluation:
+Curr mae: 7.4563; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9883; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0584; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:34:33,510 - INFO - Epoch: 1134 / 1300	lr: 1.672e-05
+2025-07-02 06:35:20,058 - INFO - Training: cls_zice: 6.321892032623291; reg_zipnll: -7.258864583969117; aux_mae_loss_1: 6.509521279335022; aux_mae_loss_2: 0.9315733253955841; cnt_loss: 1.0287272888422012;
+2025-07-02 06:35:20,059 - INFO - Evaluation:
+Curr mae: 6.9494; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5376; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0548; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:35:20,059 - INFO - Epoch: 1135 / 1300	lr: 1.654e-05
+2025-07-02 06:36:06,603 - INFO - Training: cls_zice: 6.221974260807038; reg_zipnll: -6.062685503959655; aux_mae_loss_1: 6.568030314445496; aux_mae_loss_2: 0.9580733639001846; cnt_loss: 1.0052986109256745;
+2025-07-02 06:36:06,604 - INFO - Evaluation:
+Curr mae: 7.2673; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8240; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0564; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:36:06,604 - INFO - Epoch: 1136 / 1300	lr: 1.637e-05
+2025-07-02 06:36:53,138 - INFO - Training: cls_zice: 6.448241939544678; reg_zipnll: -15.95998942375183; aux_mae_loss_1: 7.047815833091736; aux_mae_loss_2: 1.075375450849533; cnt_loss: 0.982569252550602;
+2025-07-02 06:36:53,139 - INFO - Evaluation:
+Curr mae: 7.0023; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4385; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0555; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:36:53,139 - INFO - Epoch: 1137 / 1300	lr: 1.619e-05
+2025-07-02 06:37:39,392 - INFO - Training: cls_zice: 6.317926032543182; reg_zipnll: -8.402828483581542; aux_mae_loss_1: 6.509650692939759; aux_mae_loss_2: 0.9369512218236923; cnt_loss: 0.9549772214889526;
+2025-07-02 06:37:39,393 - INFO - Evaluation:
+Curr mae: 7.4834; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9580; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0570; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:37:39,393 - INFO - Epoch: 1138 / 1300	lr: 1.602e-05
+2025-07-02 06:38:26,384 - INFO - Training: cls_zice: 6.11038342833519; reg_zipnll: -6.79221878528595; aux_mae_loss_1: 6.223965721130371; aux_mae_loss_2: 0.910821073949337; cnt_loss: 0.9261585527658462;
+2025-07-02 06:38:26,384 - INFO - Evaluation:
+Curr mae: 7.0613; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5945; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0541; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:38:26,384 - INFO - Epoch: 1139 / 1300	lr: 1.584e-05
+2025-07-02 06:39:12,681 - INFO - Training: cls_zice: 6.747234895229339; reg_zipnll: -7.5747221660614015; aux_mae_loss_1: 6.415173382759094; aux_mae_loss_2: 0.9420982617139816; cnt_loss: 1.0686170077323913;
+2025-07-02 06:39:12,682 - INFO - Evaluation:
+Curr mae: 6.9407; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4522; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0543; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:39:12,682 - INFO - Epoch: 1140 / 1300	lr: 1.567e-05
+2025-07-02 06:39:59,304 - INFO - Training: cls_zice: 6.342538937330246; reg_zipnll: -11.969824829101562; aux_mae_loss_1: 6.253696718215942; aux_mae_loss_2: 0.9144798189401626; cnt_loss: 1.0041063886880874;
+2025-07-02 06:39:59,305 - INFO - Evaluation:
+Curr mae: 6.8936; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5333; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0547; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:39:59,305 - INFO - Epoch: 1141 / 1300	lr: 1.550e-05
+2025-07-02 06:40:46,122 - INFO - Training: cls_zice: 6.273227566480637; reg_zipnll: -12.510665502548218; aux_mae_loss_1: 6.521996846199036; aux_mae_loss_2: 0.9662549364566803; cnt_loss: 0.9554131162166596;
+2025-07-02 06:40:46,122 - INFO - Evaluation:
+Curr mae: 7.2370; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7019; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0565; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:40:46,123 - INFO - Epoch: 1142 / 1300	lr: 1.533e-05
+2025-07-02 06:41:32,694 - INFO - Training: cls_zice: 6.311624791622162; reg_zipnll: -9.04756419658661; aux_mae_loss_1: 6.725834703445434; aux_mae_loss_2: 1.0037564152479173; cnt_loss: 0.9578108644485473;
+2025-07-02 06:41:32,695 - INFO - Evaluation:
+Curr mae: 7.1893; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4412; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0549; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:41:32,695 - INFO - Epoch: 1143 / 1300	lr: 1.516e-05
+2025-07-02 06:42:19,043 - INFO - Training: cls_zice: 6.403539123535157; reg_zipnll: -8.853166646957398; aux_mae_loss_1: 6.410474648475647; aux_mae_loss_2: 0.9362091186642647; cnt_loss: 0.9237477904558182;
+2025-07-02 06:42:19,044 - INFO - Evaluation:
+Curr mae: 6.9276; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2880; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0542; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:42:19,044 - INFO - Epoch: 1144 / 1300	lr: 1.499e-05
+2025-07-02 06:43:05,727 - INFO - Training: cls_zice: 6.40104159116745; reg_zipnll: -12.636804437637329; aux_mae_loss_1: 6.8244118475914; aux_mae_loss_2: 1.000089972615242; cnt_loss: 1.0722450858354569;
+2025-07-02 06:43:05,728 - INFO - Evaluation:
+Curr mae: 6.7734; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5834; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0526; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:43:05,728 - INFO - Epoch: 1145 / 1300	lr: 1.482e-05
+2025-07-02 06:43:52,318 - INFO - Training: cls_zice: 6.775868134498596; reg_zipnll: -10.649888067245483; aux_mae_loss_1: 6.904351482391357; aux_mae_loss_2: 1.0251084160804749; cnt_loss: 0.985258719921112;
+2025-07-02 06:43:52,318 - INFO - Evaluation:
+Curr mae: 6.9139; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3115; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0535; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:43:52,319 - INFO - Epoch: 1146 / 1300	lr: 1.465e-05
+2025-07-02 06:44:39,301 - INFO - Training: cls_zice: 6.475795686244965; reg_zipnll: -7.014244318008423; aux_mae_loss_1: 6.241059341430664; aux_mae_loss_2: 0.8819615477323532; cnt_loss: 0.9022267264127731;
+2025-07-02 06:44:39,302 - INFO - Evaluation:
+Curr mae: 7.2256; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3799; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0584; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:44:39,302 - INFO - Epoch: 1147 / 1300	lr: 1.448e-05
+2025-07-02 06:45:25,724 - INFO - Training: cls_zice: 6.2240070271492005; reg_zipnll: -8.550603265762328; aux_mae_loss_1: 5.702311849594116; aux_mae_loss_2: 0.802576624751091; cnt_loss: 0.8032746720314026;
+2025-07-02 06:45:25,725 - INFO - Evaluation:
+Curr mae: 7.0221; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.1814; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0573; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:45:25,725 - INFO - Epoch: 1148 / 1300	lr: 1.432e-05
+2025-07-02 06:46:12,194 - INFO - Training: cls_zice: 6.486817593574524; reg_zipnll: -14.263183965682984; aux_mae_loss_1: 6.692150831222534; aux_mae_loss_2: 0.9634383964538574; cnt_loss: 0.8858542484045029;
+2025-07-02 06:46:12,195 - INFO - Evaluation:
+Curr mae: 7.3751; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5840; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0599; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:46:12,195 - INFO - Epoch: 1149 / 1300	lr: 1.415e-05
+2025-07-02 06:46:58,548 - INFO - Training: cls_zice: 6.8123356008529665; reg_zipnll: -12.83832251548767; aux_mae_loss_1: 7.200009999275207; aux_mae_loss_2: 1.0703837817907333; cnt_loss: 0.8833162099123001;
+2025-07-02 06:46:58,548 - INFO - Evaluation:
+Curr mae: 7.8438; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3831; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0620; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:46:58,548 - INFO - Epoch: 1150 / 1300	lr: 1.399e-05
+2025-07-02 06:47:45,099 - INFO - Training: cls_zice: 6.435260846614837; reg_zipnll: -9.896904964447021; aux_mae_loss_1: 6.3923251247406006; aux_mae_loss_2: 0.9578789883852005; cnt_loss: 0.902700224518776;
+2025-07-02 06:47:45,099 - INFO - Evaluation:
+Curr mae: 7.5293; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9121; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0606; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:47:46,475 - INFO - Epoch: 1151 / 1300	lr: 1.382e-05
+2025-07-02 06:48:33,270 - INFO - Training: cls_zice: 6.246458568572998; reg_zipnll: -12.717828235626222; aux_mae_loss_1: 6.533237845897674; aux_mae_loss_2: 0.9961339235305786; cnt_loss: 0.9169123846292496;
+2025-07-02 06:48:33,271 - INFO - Evaluation:
+Curr mae: 7.2801; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6297; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0581; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:48:33,271 - INFO - Epoch: 1152 / 1300	lr: 1.366e-05
+2025-07-02 06:49:20,099 - INFO - Training: cls_zice: 6.415618314743042; reg_zipnll: -9.297100734710693; aux_mae_loss_1: 6.246356489658356; aux_mae_loss_2: 0.9025304132699966; cnt_loss: 1.0260884469747544;
+2025-07-02 06:49:20,100 - INFO - Evaluation:
+Curr mae: 7.3403; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6286; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0598; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:49:20,100 - INFO - Epoch: 1153 / 1300	lr: 1.350e-05
+2025-07-02 06:50:07,021 - INFO - Training: cls_zice: 6.386775245666504; reg_zipnll: -4.187669777870179; aux_mae_loss_1: 5.9958388710021975; aux_mae_loss_2: 0.8764932182431221; cnt_loss: 0.9704243493080139;
+2025-07-02 06:50:07,021 - INFO - Evaluation:
+Curr mae: 7.4931; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7255; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0601; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:50:07,021 - INFO - Epoch: 1154 / 1300	lr: 1.334e-05
+2025-07-02 06:50:53,453 - INFO - Training: cls_zice: 6.836562650203705; reg_zipnll: -15.11164381980896; aux_mae_loss_1: 6.616377644538879; aux_mae_loss_2: 0.9621468514204026; cnt_loss: 1.172312182188034;
+2025-07-02 06:50:53,454 - INFO - Evaluation:
+Curr mae: 7.1236; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6746; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0570; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:50:53,454 - INFO - Epoch: 1155 / 1300	lr: 1.318e-05
+2025-07-02 06:51:40,308 - INFO - Training: cls_zice: 5.859414889812469; reg_zipnll: -13.344804983139039; aux_mae_loss_1: 6.663194451332092; aux_mae_loss_2: 1.0224191039800643; cnt_loss: 1.0600780129432679;
+2025-07-02 06:51:40,309 - INFO - Evaluation:
+Curr mae: 7.0572; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5326; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:51:40,309 - INFO - Epoch: 1156 / 1300	lr: 1.302e-05
+2025-07-02 06:52:26,639 - INFO - Training: cls_zice: 6.588488923311234; reg_zipnll: -7.503418207168579; aux_mae_loss_1: 6.469740009307861; aux_mae_loss_2: 0.925974863767624; cnt_loss: 0.965144801735878;
+2025-07-02 06:52:26,640 - INFO - Evaluation:
+Curr mae: 6.7389; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.0952; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0531; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:52:26,640 - INFO - Epoch: 1157 / 1300	lr: 1.286e-05
+2025-07-02 06:53:13,123 - INFO - Training: cls_zice: 6.553601624965668; reg_zipnll: -11.483795680999755; aux_mae_loss_1: 6.008541266918183; aux_mae_loss_2: 0.9162047153711319; cnt_loss: 1.0619658845663071;
+2025-07-02 06:53:13,124 - INFO - Evaluation:
+Curr mae: 7.1741; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8787; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0545; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:53:13,124 - INFO - Epoch: 1158 / 1300	lr: 1.270e-05
+2025-07-02 06:53:59,813 - INFO - Training: cls_zice: 7.073226046562195; reg_zipnll: -10.81115683555603; aux_mae_loss_1: 7.195129594802856; aux_mae_loss_2: 1.0867631801962852; cnt_loss: 1.0004941380023957;
+2025-07-02 06:53:59,813 - INFO - Evaluation:
+Curr mae: 7.0921; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5941; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0559; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:53:59,813 - INFO - Epoch: 1159 / 1300	lr: 1.255e-05
+2025-07-02 06:54:46,237 - INFO - Training: cls_zice: 6.4068532538414; reg_zipnll: -10.816520414352418; aux_mae_loss_1: 6.475292000770569; aux_mae_loss_2: 0.961394546031952; cnt_loss: 0.9856546014547348;
+2025-07-02 06:54:46,237 - INFO - Evaluation:
+Curr mae: 7.0494; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6928; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0545; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:54:46,238 - INFO - Epoch: 1160 / 1300	lr: 1.239e-05
+2025-07-02 06:55:32,734 - INFO - Training: cls_zice: 6.255459427833557; reg_zipnll: -1.6812586212158203; aux_mae_loss_1: 5.822320728302002; aux_mae_loss_2: 0.834961348772049; cnt_loss: 0.97149185359478;
+2025-07-02 06:55:32,735 - INFO - Evaluation:
+Curr mae: 7.1736; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6917; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:55:32,735 - INFO - Epoch: 1161 / 1300	lr: 1.224e-05
+2025-07-02 06:56:19,294 - INFO - Training: cls_zice: 6.23039985537529; reg_zipnll: -5.430990290641785; aux_mae_loss_1: 5.6420640587806705; aux_mae_loss_2: 0.8153882282972336; cnt_loss: 0.9082093399763107;
+2025-07-02 06:56:19,294 - INFO - Evaluation:
+Curr mae: 6.9928; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4063; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0542; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:56:19,294 - INFO - Epoch: 1162 / 1300	lr: 1.208e-05
+2025-07-02 06:57:06,012 - INFO - Training: cls_zice: 6.409496972560882; reg_zipnll: -7.821844825744629; aux_mae_loss_1: 6.661287832260132; aux_mae_loss_2: 0.9919488710165024; cnt_loss: 0.9862186592817307;
+2025-07-02 06:57:06,012 - INFO - Evaluation:
+Curr mae: 6.9321; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5172; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0523; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:57:06,012 - INFO - Epoch: 1163 / 1300	lr: 1.193e-05
+2025-07-02 06:57:52,480 - INFO - Training: cls_zice: 6.577843279838562; reg_zipnll: -9.745822315216065; aux_mae_loss_1: 6.526326575279236; aux_mae_loss_2: 0.947990785241127; cnt_loss: 0.9006104075908661;
+2025-07-02 06:57:52,481 - INFO - Evaluation:
+Curr mae: 7.1839; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6185; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0563; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:57:52,481 - INFO - Epoch: 1164 / 1300	lr: 1.178e-05
+2025-07-02 06:58:39,326 - INFO - Training: cls_zice: 7.219464666843415; reg_zipnll: -4.891618499755859; aux_mae_loss_1: 6.779561471939087; aux_mae_loss_2: 0.9469411933422088; cnt_loss: 1.0045888298749923;
+2025-07-02 06:58:39,327 - INFO - Evaluation:
+Curr mae: 6.8093; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2791; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0516; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:58:39,327 - INFO - Epoch: 1165 / 1300	lr: 1.163e-05
+2025-07-02 06:59:25,518 - INFO - Training: cls_zice: 6.290514001846313; reg_zipnll: -8.733873324394226; aux_mae_loss_1: 6.480882654190063; aux_mae_loss_2: 0.9816134375333786; cnt_loss: 0.9925530481338501;
+2025-07-02 06:59:25,519 - INFO - Evaluation:
+Curr mae: 7.6758; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.5936; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0579; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 06:59:25,519 - INFO - Epoch: 1166 / 1300	lr: 1.148e-05
+2025-07-02 07:00:11,977 - INFO - Training: cls_zice: 6.263084230422973; reg_zipnll: -14.643839454650879; aux_mae_loss_1: 6.27930091381073; aux_mae_loss_2: 0.9254208320379257; cnt_loss: 0.8738141828775405;
+2025-07-02 07:00:11,978 - INFO - Evaluation:
+Curr mae: 7.3300; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9600; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0562; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:00:11,978 - INFO - Epoch: 1167 / 1300	lr: 1.133e-05
+2025-07-02 07:00:58,566 - INFO - Training: cls_zice: 7.338798184394836; reg_zipnll: -15.546287013292313; aux_mae_loss_1: 7.443619542121887; aux_mae_loss_2: 1.1451437383890153; cnt_loss: 1.2095356661081313;
+2025-07-02 07:00:58,567 - INFO - Evaluation:
+Curr mae: 7.9980; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 13.0682; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0595; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:00:58,567 - INFO - Epoch: 1168 / 1300	lr: 1.118e-05
+2025-07-02 07:01:45,008 - INFO - Training: cls_zice: 6.622255866527557; reg_zipnll: -8.892113466262817; aux_mae_loss_1: 6.675825567245483; aux_mae_loss_2: 0.9659396106004715; cnt_loss: 0.9740002834796906;
+2025-07-02 07:01:45,009 - INFO - Evaluation:
+Curr mae: 7.1494; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8362; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0536; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:01:45,009 - INFO - Epoch: 1169 / 1300	lr: 1.103e-05
+2025-07-02 07:02:31,507 - INFO - Training: cls_zice: 5.939806299209595; reg_zipnll: -13.825354862213135; aux_mae_loss_1: 6.629293732643127; aux_mae_loss_2: 0.9930765491724014; cnt_loss: 0.9212701749801636;
+2025-07-02 07:02:31,508 - INFO - Evaluation:
+Curr mae: 7.3981; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8625; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0562; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:02:31,508 - INFO - Epoch: 1170 / 1300	lr: 1.089e-05
+2025-07-02 07:03:18,080 - INFO - Training: cls_zice: 6.430377365350723; reg_zipnll: -11.769551277160645; aux_mae_loss_1: 6.632249655723572; aux_mae_loss_2: 0.9932555764913559; cnt_loss: 0.9281943690776825;
+2025-07-02 07:03:18,080 - INFO - Evaluation:
+Curr mae: 7.6671; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1788; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0593; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:03:18,081 - INFO - Epoch: 1171 / 1300	lr: 1.074e-05
+2025-07-02 07:04:04,649 - INFO - Training: cls_zice: 5.869049112796784; reg_zipnll: -7.641956263780594; aux_mae_loss_1: 6.242932057380676; aux_mae_loss_2: 0.9390028703212738; cnt_loss: 0.7936693203449249;
+2025-07-02 07:04:04,650 - INFO - Evaluation:
+Curr mae: 7.3973; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8263; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0576; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:04:04,650 - INFO - Epoch: 1172 / 1300	lr: 1.060e-05
+2025-07-02 07:04:51,169 - INFO - Training: cls_zice: 6.098750436306; reg_zipnll: -13.448823013305663; aux_mae_loss_1: 6.717102732658386; aux_mae_loss_2: 0.9746588909626007; cnt_loss: 0.9958075153827667;
+2025-07-02 07:04:51,170 - INFO - Evaluation:
+Curr mae: 7.4040; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9715; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:04:51,170 - INFO - Epoch: 1173 / 1300	lr: 1.045e-05
+2025-07-02 07:05:37,718 - INFO - Training: cls_zice: 6.152664217948914; reg_zipnll: -15.593148212432862; aux_mae_loss_1: 7.105513968467712; aux_mae_loss_2: 1.0497924041748048; cnt_loss: 0.8953039813041687;
+2025-07-02 07:05:37,719 - INFO - Evaluation:
+Curr mae: 7.2203; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7123; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0553; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:05:37,719 - INFO - Epoch: 1174 / 1300	lr: 1.031e-05
+2025-07-02 07:06:24,415 - INFO - Training: cls_zice: 6.433768012523651; reg_zipnll: -6.58077032327652; aux_mae_loss_1: 6.1805322265625; aux_mae_loss_2: 0.9166828596591949; cnt_loss: 0.9027516013383865;
+2025-07-02 07:06:24,416 - INFO - Evaluation:
+Curr mae: 7.3111; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7311; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0570; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:06:24,416 - INFO - Epoch: 1175 / 1300	lr: 1.017e-05
+2025-07-02 07:07:10,667 - INFO - Training: cls_zice: 6.271095334291458; reg_zipnll: -8.222422308921814; aux_mae_loss_1: 6.618899931907654; aux_mae_loss_2: 0.9743757945299149; cnt_loss: 0.9541178554296493;
+2025-07-02 07:07:10,667 - INFO - Evaluation:
+Curr mae: 7.6261; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1286; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:07:10,667 - INFO - Epoch: 1176 / 1300	lr: 1.003e-05
+2025-07-02 07:07:57,078 - INFO - Training: cls_zice: 6.2882487893104555; reg_zipnll: -9.368952646255494; aux_mae_loss_1: 6.156849913597107; aux_mae_loss_2: 0.8988167136907578; cnt_loss: 0.902084356546402;
+2025-07-02 07:07:57,079 - INFO - Evaluation:
+Curr mae: 7.5318; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8361; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0601; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:07:57,079 - INFO - Epoch: 1177 / 1300	lr: 9.890e-06
+2025-07-02 07:08:43,431 - INFO - Training: cls_zice: 5.987095022201538; reg_zipnll: -8.992530374526977; aux_mae_loss_1: 5.89026225566864; aux_mae_loss_2: 0.8831824034452438; cnt_loss: 0.9102914530038834;
+2025-07-02 07:08:43,431 - INFO - Evaluation:
+Curr mae: 7.3172; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7967; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0571; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:08:43,431 - INFO - Epoch: 1178 / 1300	lr: 9.752e-06
+2025-07-02 07:09:29,955 - INFO - Training: cls_zice: 5.729287459850311; reg_zipnll: -5.043263072967529; aux_mae_loss_1: 5.61956678390503; aux_mae_loss_2: 0.8157297664880753; cnt_loss: 0.927033880352974;
+2025-07-02 07:09:29,956 - INFO - Evaluation:
+Curr mae: 7.0529; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.3735; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:09:29,956 - INFO - Epoch: 1179 / 1300	lr: 9.614e-06
+2025-07-02 07:10:16,531 - INFO - Training: cls_zice: 6.288989541530609; reg_zipnll: -5.990375413894653; aux_mae_loss_1: 6.254480149745941; aux_mae_loss_2: 0.9122636121511459; cnt_loss: 0.9662922024726868;
+2025-07-02 07:10:16,531 - INFO - Evaluation:
+Curr mae: 6.8796; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.2235; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0538; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:10:16,532 - INFO - Epoch: 1180 / 1300	lr: 9.478e-06
+2025-07-02 07:11:02,647 - INFO - Training: cls_zice: 6.413122174739837; reg_zipnll: -8.673418831825256; aux_mae_loss_1: 6.241334023475647; aux_mae_loss_2: 0.924997768998146; cnt_loss: 0.9332313334941864;
+2025-07-02 07:11:02,648 - INFO - Evaluation:
+Curr mae: 7.5311; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9298; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:11:02,648 - INFO - Epoch: 1181 / 1300	lr: 9.342e-06
+2025-07-02 07:11:49,358 - INFO - Training: cls_zice: 5.891884829699993; reg_zipnll: -4.597953810691833; aux_mae_loss_1: 6.01872896194458; aux_mae_loss_2: 0.9013375040888786; cnt_loss: 0.9064050436019897;
+2025-07-02 07:11:49,358 - INFO - Evaluation:
+Curr mae: 7.6348; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1081; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0588; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:11:49,358 - INFO - Epoch: 1182 / 1300	lr: 9.208e-06
+2025-07-02 07:12:35,857 - INFO - Training: cls_zice: 5.623855786323547; reg_zipnll: -3.366794476509094; aux_mae_loss_1: 5.59398788690567; aux_mae_loss_2: 0.8042152044177056; cnt_loss: 0.8183863264322281;
+2025-07-02 07:12:35,858 - INFO - Evaluation:
+Curr mae: 7.9082; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3348; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0621; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:12:35,858 - INFO - Epoch: 1183 / 1300	lr: 9.074e-06
+2025-07-02 07:13:22,492 - INFO - Training: cls_zice: 6.143085227012635; reg_zipnll: -9.397335467338563; aux_mae_loss_1: 6.475258293151856; aux_mae_loss_2: 0.9706801569461823; cnt_loss: 0.9116930961608887;
+2025-07-02 07:13:22,493 - INFO - Evaluation:
+Curr mae: 7.3783; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8366; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0572; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:13:22,493 - INFO - Epoch: 1184 / 1300	lr: 8.942e-06
+2025-07-02 07:14:09,316 - INFO - Training: cls_zice: 6.39961448431015; reg_zipnll: -10.358520526885986; aux_mae_loss_1: 5.934875955581665; aux_mae_loss_2: 0.8632131838798522; cnt_loss: 0.9249657487869263;
+2025-07-02 07:14:09,316 - INFO - Evaluation:
+Curr mae: 7.8188; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2052; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0615; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:14:09,317 - INFO - Epoch: 1185 / 1300	lr: 8.810e-06
+2025-07-02 07:14:55,615 - INFO - Training: cls_zice: 5.889568936824799; reg_zipnll: -5.09844361782074; aux_mae_loss_1: 5.227032239437103; aux_mae_loss_2: 0.7508370500802993; cnt_loss: 0.8360746383666993;
+2025-07-02 07:14:55,615 - INFO - Evaluation:
+Curr mae: 7.7555; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3070; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0599; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:14:55,616 - INFO - Epoch: 1186 / 1300	lr: 8.680e-06
+2025-07-02 07:15:42,241 - INFO - Training: cls_zice: 6.244301881790161; reg_zipnll: -10.751833019256592; aux_mae_loss_1: 6.521862094402313; aux_mae_loss_2: 0.9394825893640518; cnt_loss: 0.8201358658075333;
+2025-07-02 07:15:42,242 - INFO - Evaluation:
+Curr mae: 8.1783; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.6629; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0647; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:15:42,242 - INFO - Epoch: 1187 / 1300	lr: 8.550e-06
+2025-07-02 07:16:29,153 - INFO - Training: cls_zice: 6.646697723865509; reg_zipnll: -6.041160020828247; aux_mae_loss_1: 6.678050241470337; aux_mae_loss_2: 0.9628511714935303; cnt_loss: 0.9260664999485015;
+2025-07-02 07:16:29,154 - INFO - Evaluation:
+Curr mae: 7.5476; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0242; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0586; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:16:29,154 - INFO - Epoch: 1188 / 1300	lr: 8.422e-06
+2025-07-02 07:17:15,567 - INFO - Training: cls_zice: 6.3643629312515255; reg_zipnll: -9.897325835227967; aux_mae_loss_1: 6.3900292158126835; aux_mae_loss_2: 0.8813001990318299; cnt_loss: 0.8649467355012894;
+2025-07-02 07:17:15,568 - INFO - Evaluation:
+Curr mae: 7.4748; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9123; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:17:15,568 - INFO - Epoch: 1189 / 1300	lr: 8.294e-06
+2025-07-02 07:18:01,823 - INFO - Training: cls_zice: 6.026230893135071; reg_zipnll: -8.42845127105713; aux_mae_loss_1: 6.431899828910828; aux_mae_loss_2: 0.9700110697746277; cnt_loss: 0.9540818864107132;
+2025-07-02 07:18:01,824 - INFO - Evaluation:
+Curr mae: 7.5895; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1628; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:18:01,824 - INFO - Epoch: 1190 / 1300	lr: 8.168e-06
+2025-07-02 07:18:48,803 - INFO - Training: cls_zice: 6.658874835968017; reg_zipnll: -10.537002325057983; aux_mae_loss_1: 5.980402021408081; aux_mae_loss_2: 0.8490624386072159; cnt_loss: 0.9306974956393241;
+2025-07-02 07:18:48,804 - INFO - Evaluation:
+Curr mae: 7.6545; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1447; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0593; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:18:48,804 - INFO - Epoch: 1191 / 1300	lr: 8.042e-06
+2025-07-02 07:19:35,917 - INFO - Training: cls_zice: 6.528682096004486; reg_zipnll: -8.76719728589058; aux_mae_loss_1: 6.376972770690918; aux_mae_loss_2: 0.8889116609096527; cnt_loss: 0.9858258849382401;
+2025-07-02 07:19:35,918 - INFO - Evaluation:
+Curr mae: 7.9235; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.4024; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0614; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:19:35,918 - INFO - Epoch: 1192 / 1300	lr: 7.918e-06
+2025-07-02 07:20:22,346 - INFO - Training: cls_zice: 6.073716478347778; reg_zipnll: -10.12370370388031; aux_mae_loss_1: 6.120755462646485; aux_mae_loss_2: 0.9102345699071884; cnt_loss: 0.8901645702123642;
+2025-07-02 07:20:22,347 - INFO - Evaluation:
+Curr mae: 7.3088; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6587; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0571; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:20:22,347 - INFO - Epoch: 1193 / 1300	lr: 7.795e-06
+2025-07-02 07:21:09,451 - INFO - Training: cls_zice: 6.13201982498169; reg_zipnll: -12.734456381797791; aux_mae_loss_1: 6.545743546485901; aux_mae_loss_2: 0.9754733502864837; cnt_loss: 0.874908657670021;
+2025-07-02 07:21:09,452 - INFO - Evaluation:
+Curr mae: 7.6470; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1479; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0598; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:21:09,452 - INFO - Epoch: 1194 / 1300	lr: 7.672e-06
+2025-07-02 07:21:55,879 - INFO - Training: cls_zice: 6.603136684894562; reg_zipnll: -11.619703245162963; aux_mae_loss_1: 6.368093912601471; aux_mae_loss_2: 0.947465186715126; cnt_loss: 0.9051464778184891;
+2025-07-02 07:21:55,880 - INFO - Evaluation:
+Curr mae: 7.7134; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2744; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0593; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:21:55,880 - INFO - Epoch: 1195 / 1300	lr: 7.551e-06
+2025-07-02 07:22:42,181 - INFO - Training: cls_zice: 6.3411167621612545; reg_zipnll: -11.287153868675231; aux_mae_loss_1: 6.4188480472564695; aux_mae_loss_2: 0.9406228458881378; cnt_loss: 0.9887265521287918;
+2025-07-02 07:22:42,181 - INFO - Evaluation:
+Curr mae: 7.3118; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0254; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0551; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:22:42,182 - INFO - Epoch: 1196 / 1300	lr: 7.431e-06
+2025-07-02 07:23:29,256 - INFO - Training: cls_zice: 6.35555715084076; reg_zipnll: -7.772120227813721; aux_mae_loss_1: 6.109145636558533; aux_mae_loss_2: 0.8923125857114792; cnt_loss: 0.9094714957475662;
+2025-07-02 07:23:29,257 - INFO - Evaluation:
+Curr mae: 7.3589; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9487; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0561; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:23:29,257 - INFO - Epoch: 1197 / 1300	lr: 7.311e-06
+2025-07-02 07:24:15,548 - INFO - Training: cls_zice: 6.474701864719391; reg_zipnll: -10.713069515228272; aux_mae_loss_1: 6.88002453327179; aux_mae_loss_2: 1.0442150062322617; cnt_loss: 0.9256224107742309;
+2025-07-02 07:24:15,549 - INFO - Evaluation:
+Curr mae: 6.9719; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5395; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0539; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:24:15,549 - INFO - Epoch: 1198 / 1300	lr: 7.193e-06
+2025-07-02 07:25:02,302 - INFO - Training: cls_zice: 6.552556431293487; reg_zipnll: -12.37536078453064; aux_mae_loss_1: 6.213386771678924; aux_mae_loss_2: 0.8860939651727676; cnt_loss: 0.9175835263729095;
+2025-07-02 07:25:02,303 - INFO - Evaluation:
+Curr mae: 7.4551; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8265; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0581; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:25:02,303 - INFO - Epoch: 1199 / 1300	lr: 7.076e-06
+2025-07-02 07:25:48,908 - INFO - Training: cls_zice: 6.204011960029602; reg_zipnll: -15.049028205871583; aux_mae_loss_1: 6.860606141090393; aux_mae_loss_2: 0.9964504438638687; cnt_loss: 0.9049934762716293;
+2025-07-02 07:25:48,909 - INFO - Evaluation:
+Curr mae: 7.6684; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0377; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0606; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:25:48,909 - INFO - Epoch: 1200 / 1300	lr: 6.960e-06
+2025-07-02 07:26:35,669 - INFO - Training: cls_zice: 5.941026456356049; reg_zipnll: -9.442892441749573; aux_mae_loss_1: 6.2449119281768795; aux_mae_loss_2: 0.9587016886472702; cnt_loss: 0.828701633810997;
+2025-07-02 07:26:35,670 - INFO - Evaluation:
+Curr mae: 7.7724; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2554; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0609; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:26:37,039 - INFO - Epoch: 1201 / 1300	lr: 6.845e-06
+2025-07-02 07:27:23,465 - INFO - Training: cls_zice: 5.616513047218323; reg_zipnll: -4.557074744701385; aux_mae_loss_1: 5.42563859462738; aux_mae_loss_2: 0.7956932920217514; cnt_loss: 0.8632512652873993;
+2025-07-02 07:27:23,466 - INFO - Evaluation:
+Curr mae: 7.6541; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9893; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0614; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:27:23,466 - INFO - Epoch: 1202 / 1300	lr: 6.731e-06
+2025-07-02 07:28:10,043 - INFO - Training: cls_zice: 5.818860695362091; reg_zipnll: -7.610008387565613; aux_mae_loss_1: 5.456039266586304; aux_mae_loss_2: 0.7843619418144226; cnt_loss: 0.847325319647789;
+2025-07-02 07:28:10,043 - INFO - Evaluation:
+Curr mae: 7.2845; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6641; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:28:10,043 - INFO - Epoch: 1203 / 1300	lr: 6.618e-06
+2025-07-02 07:28:56,231 - INFO - Training: cls_zice: 5.7112517988681795; reg_zipnll: -11.225044329166412; aux_mae_loss_1: 5.679429054260254; aux_mae_loss_2: 0.8239460057020187; cnt_loss: 0.7556107056140899;
+2025-07-02 07:28:56,231 - INFO - Evaluation:
+Curr mae: 7.5730; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0564; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0595; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:28:56,231 - INFO - Epoch: 1204 / 1300	lr: 6.506e-06
+2025-07-02 07:29:42,639 - INFO - Training: cls_zice: 6.110825324058533; reg_zipnll: -4.3376891231536865; aux_mae_loss_1: 6.058599364757538; aux_mae_loss_2: 0.8466865086555481; cnt_loss: 0.8003255867958069;
+2025-07-02 07:29:42,640 - INFO - Evaluation:
+Curr mae: 7.3698; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7872; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0581; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:29:42,640 - INFO - Epoch: 1205 / 1300	lr: 6.395e-06
+2025-07-02 07:30:28,946 - INFO - Training: cls_zice: 6.113544718921185; reg_zipnll: -7.790406098365784; aux_mae_loss_1: 5.8661843252182; aux_mae_loss_2: 0.8548333299160004; cnt_loss: 0.9312194445729256;
+2025-07-02 07:30:28,947 - INFO - Evaluation:
+Curr mae: 7.4793; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0507; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0576; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:30:28,947 - INFO - Epoch: 1206 / 1300	lr: 6.285e-06
+2025-07-02 07:31:15,492 - INFO - Training: cls_zice: 5.880576746463776; reg_zipnll: -7.102611608505249; aux_mae_loss_1: 6.485849173069; aux_mae_loss_2: 0.9871697998046876; cnt_loss: 0.9230921417474747;
+2025-07-02 07:31:15,493 - INFO - Evaluation:
+Curr mae: 7.5021; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0748; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0581; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:31:15,493 - INFO - Epoch: 1207 / 1300	lr: 6.177e-06
+2025-07-02 07:32:02,216 - INFO - Training: cls_zice: 6.097218160629272; reg_zipnll: -9.732338008880616; aux_mae_loss_1: 6.482073125839233; aux_mae_loss_2: 0.9773026010394097; cnt_loss: 0.841663047671318;
+2025-07-02 07:32:02,216 - INFO - Evaluation:
+Curr mae: 7.6942; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2633; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0594; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:32:02,217 - INFO - Epoch: 1208 / 1300	lr: 6.069e-06
+2025-07-02 07:32:48,823 - INFO - Training: cls_zice: 6.24962040245533; reg_zipnll: -9.503489546775818; aux_mae_loss_1: 6.36816454410553; aux_mae_loss_2: 0.9489693835377693; cnt_loss: 0.9410302168130875;
+2025-07-02 07:32:48,824 - INFO - Evaluation:
+Curr mae: 7.0216; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.5832; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0536; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:32:48,824 - INFO - Epoch: 1209 / 1300	lr: 5.962e-06
+2025-07-02 07:33:35,354 - INFO - Training: cls_zice: 6.0964187812805175; reg_zipnll: -9.878545665740967; aux_mae_loss_1: 6.2748242855072025; aux_mae_loss_2: 0.9091674602031707; cnt_loss: 0.8718942761421203;
+2025-07-02 07:33:35,355 - INFO - Evaluation:
+Curr mae: 6.9589; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4613; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0534; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:33:35,355 - INFO - Epoch: 1210 / 1300	lr: 5.857e-06
+2025-07-02 07:34:22,286 - INFO - Training: cls_zice: 6.62531530380249; reg_zipnll: -9.46772289276123; aux_mae_loss_1: 6.624851908683777; aux_mae_loss_2: 1.00269446849823; cnt_loss: 0.9310529738664627;
+2025-07-02 07:34:22,286 - INFO - Evaluation:
+Curr mae: 7.0507; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.4853; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0548; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:34:22,286 - INFO - Epoch: 1211 / 1300	lr: 5.753e-06
+2025-07-02 07:35:08,537 - INFO - Training: cls_zice: 6.507482438087464; reg_zipnll: -8.49077519416809; aux_mae_loss_1: 6.340513823032379; aux_mae_loss_2: 0.9240507346391678; cnt_loss: 0.9491039550304413;
+2025-07-02 07:35:08,538 - INFO - Evaluation:
+Curr mae: 6.7223; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.0428; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0526; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:35:08,538 - INFO - Epoch: 1212 / 1300	lr: 5.649e-06
+2025-07-02 07:35:55,280 - INFO - Training: cls_zice: 6.183435252904892; reg_zipnll: -8.991248254776002; aux_mae_loss_1: 6.264033644199372; aux_mae_loss_2: 0.9204799437522888; cnt_loss: 0.8482521247863769;
+2025-07-02 07:35:55,281 - INFO - Evaluation:
+Curr mae: 7.3189; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7979; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0575; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:35:55,281 - INFO - Epoch: 1213 / 1300	lr: 5.547e-06
+2025-07-02 07:36:41,994 - INFO - Training: cls_zice: 6.34840641617775; reg_zipnll: -7.287340354919434; aux_mae_loss_1: 6.4125407433509825; aux_mae_loss_2: 0.9503478878736495; cnt_loss: 0.8632098799943924;
+2025-07-02 07:36:41,994 - INFO - Evaluation:
+Curr mae: 7.4217; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9543; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0574; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:36:41,995 - INFO - Epoch: 1214 / 1300	lr: 5.446e-06
+2025-07-02 07:37:28,586 - INFO - Training: cls_zice: 6.577269225120545; reg_zipnll: -12.163257040977477; aux_mae_loss_1: 6.3568495082855225; aux_mae_loss_2: 0.915835726261139; cnt_loss: 0.9391504371166229;
+2025-07-02 07:37:28,587 - INFO - Evaluation:
+Curr mae: 7.2945; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8237; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0565; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:37:28,587 - INFO - Epoch: 1215 / 1300	lr: 5.346e-06
+2025-07-02 07:38:15,142 - INFO - Training: cls_zice: 5.974246951341629; reg_zipnll: -5.532588291168213; aux_mae_loss_1: 5.753053178787232; aux_mae_loss_2: 0.835719695687294; cnt_loss: 0.9068663895130158;
+2025-07-02 07:38:15,142 - INFO - Evaluation:
+Curr mae: 7.2806; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.6146; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0579; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:38:15,142 - INFO - Epoch: 1216 / 1300	lr: 5.247e-06
+2025-07-02 07:39:01,587 - INFO - Training: cls_zice: 6.01709567785263; reg_zipnll: -10.829239566326141; aux_mae_loss_1: 6.632686824798584; aux_mae_loss_2: 1.0194566661119462; cnt_loss: 0.8330740988254547;
+2025-07-02 07:39:01,587 - INFO - Evaluation:
+Curr mae: 7.8218; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1721; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0628; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:39:01,587 - INFO - Epoch: 1217 / 1300	lr: 5.149e-06
+2025-07-02 07:39:48,004 - INFO - Training: cls_zice: 6.532132617235184; reg_zipnll: -13.424874405860901; aux_mae_loss_1: 6.305573716163635; aux_mae_loss_2: 0.9180182904005051; cnt_loss: 0.9410952454805375;
+2025-07-02 07:39:48,005 - INFO - Evaluation:
+Curr mae: 7.4915; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8746; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0593; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:39:48,005 - INFO - Epoch: 1218 / 1300	lr: 5.052e-06
+2025-07-02 07:40:34,381 - INFO - Training: cls_zice: 6.445498323440551; reg_zipnll: -9.48500427722931; aux_mae_loss_1: 6.229345893859863; aux_mae_loss_2: 0.888987278342247; cnt_loss: 0.9593635326623917;
+2025-07-02 07:40:34,382 - INFO - Evaluation:
+Curr mae: 7.4518; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8604; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0586; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:40:34,382 - INFO - Epoch: 1219 / 1300	lr: 4.956e-06
+2025-07-02 07:41:20,976 - INFO - Training: cls_zice: 6.1781665277481075; reg_zipnll: -7.3855343389511106; aux_mae_loss_1: 5.981275615692138; aux_mae_loss_2: 0.870813964009285; cnt_loss: 0.8270692855119706;
+2025-07-02 07:41:20,977 - INFO - Evaluation:
+Curr mae: 7.8454; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3836; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0609; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:41:20,977 - INFO - Epoch: 1220 / 1300	lr: 4.861e-06
+2025-07-02 07:42:07,379 - INFO - Training: cls_zice: 6.964927458763123; reg_zipnll: -10.879428668022156; aux_mae_loss_1: 6.8513893699646; aux_mae_loss_2: 0.9785392743349075; cnt_loss: 0.9493125033378601;
+2025-07-02 07:42:07,380 - INFO - Evaluation:
+Curr mae: 7.9793; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.5059; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0621; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:42:07,380 - INFO - Epoch: 1221 / 1300	lr: 4.768e-06
+2025-07-02 07:42:53,972 - INFO - Training: cls_zice: 5.993460345268249; reg_zipnll: -8.722163972854615; aux_mae_loss_1: 6.016933872699737; aux_mae_loss_2: 0.8737951785326004; cnt_loss: 0.8589172738790513;
+2025-07-02 07:42:53,973 - INFO - Evaluation:
+Curr mae: 7.7299; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2562; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0598; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:42:53,973 - INFO - Epoch: 1222 / 1300	lr: 4.676e-06
+2025-07-02 07:43:40,766 - INFO - Training: cls_zice: 6.0774703478813175; reg_zipnll: -4.341615381240845; aux_mae_loss_1: 5.420530772209167; aux_mae_loss_2: 0.7632620859146119; cnt_loss: 0.8028439563512803;
+2025-07-02 07:43:40,767 - INFO - Evaluation:
+Curr mae: 7.8006; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2144; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0617; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:43:40,768 - INFO - Epoch: 1223 / 1300	lr: 4.584e-06
+2025-07-02 07:44:27,421 - INFO - Training: cls_zice: 6.2785511291027065; reg_zipnll: -7.4869780921936036; aux_mae_loss_1: 5.9026869201660155; aux_mae_loss_2: 0.8585108071565628; cnt_loss: 0.8808791795372963;
+2025-07-02 07:44:27,421 - INFO - Evaluation:
+Curr mae: 7.9563; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3616; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0635; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:44:27,422 - INFO - Epoch: 1224 / 1300	lr: 4.494e-06
+2025-07-02 07:45:13,878 - INFO - Training: cls_zice: 6.295831155776978; reg_zipnll: -6.524752402305603; aux_mae_loss_1: 6.341094512939453; aux_mae_loss_2: 0.8881020337343216; cnt_loss: 0.9434097975492477;
+2025-07-02 07:45:13,879 - INFO - Evaluation:
+Curr mae: 7.5646; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9888; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0604; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:45:13,879 - INFO - Epoch: 1225 / 1300	lr: 4.405e-06
+2025-07-02 07:46:00,583 - INFO - Training: cls_zice: 6.468473556041718; reg_zipnll: -7.979499816894531; aux_mae_loss_1: 6.851203649044037; aux_mae_loss_2: 1.0297928607463838; cnt_loss: 0.8853012531995773;
+2025-07-02 07:46:00,584 - INFO - Evaluation:
+Curr mae: 7.3001; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9075; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:46:00,584 - INFO - Epoch: 1226 / 1300	lr: 4.317e-06
+2025-07-02 07:46:47,041 - INFO - Training: cls_zice: 6.230627181529999; reg_zipnll: -12.407218880653382; aux_mae_loss_1: 6.9892974686622615; aux_mae_loss_2: 1.0395017591118814; cnt_loss: 0.9241365623474121;
+2025-07-02 07:46:47,041 - INFO - Evaluation:
+Curr mae: 7.4382; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9906; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:46:47,042 - INFO - Epoch: 1227 / 1300	lr: 4.230e-06
+2025-07-02 07:47:33,920 - INFO - Training: cls_zice: 6.2347959291934965; reg_zipnll: -9.207282009124755; aux_mae_loss_1: 6.045777368545532; aux_mae_loss_2: 0.8764367246627808; cnt_loss: 0.8389770054817199;
+2025-07-02 07:47:33,921 - INFO - Evaluation:
+Curr mae: 7.2834; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8864; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0573; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:47:33,921 - INFO - Epoch: 1228 / 1300	lr: 4.144e-06
+2025-07-02 07:48:20,560 - INFO - Training: cls_zice: 5.741690884828568; reg_zipnll: -4.354821977615356; aux_mae_loss_1: 5.462372536659241; aux_mae_loss_2: 0.795612102150917; cnt_loss: 0.8052454632520676;
+2025-07-02 07:48:20,560 - INFO - Evaluation:
+Curr mae: 7.3678; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9537; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0583; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:48:20,561 - INFO - Epoch: 1229 / 1300	lr: 4.060e-06
+2025-07-02 07:49:06,985 - INFO - Training: cls_zice: 6.2691416883468625; reg_zipnll: -10.034043121337891; aux_mae_loss_1: 6.135872430801392; aux_mae_loss_2: 0.9101208317279815; cnt_loss: 0.9105270218849182;
+2025-07-02 07:49:06,986 - INFO - Evaluation:
+Curr mae: 7.5238; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0214; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0601; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:49:06,986 - INFO - Epoch: 1230 / 1300	lr: 3.976e-06
+2025-07-02 07:49:53,469 - INFO - Training: cls_zice: 6.05054018497467; reg_zipnll: -13.574678213596345; aux_mae_loss_1: 6.262118506431579; aux_mae_loss_2: 0.9374752968549729; cnt_loss: 0.8290720862150193;
+2025-07-02 07:49:53,470 - INFO - Evaluation:
+Curr mae: 7.2184; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8563; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0563; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:49:53,470 - INFO - Epoch: 1231 / 1300	lr: 3.894e-06
+2025-07-02 07:50:40,066 - INFO - Training: cls_zice: 5.715309154987335; reg_zipnll: -9.000521421432495; aux_mae_loss_1: 5.6118875288963315; aux_mae_loss_2: 0.8634342685341835; cnt_loss: 0.759636287689209;
+2025-07-02 07:50:40,066 - INFO - Evaluation:
+Curr mae: 7.2398; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8037; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0564; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:50:40,066 - INFO - Epoch: 1232 / 1300	lr: 3.812e-06
+2025-07-02 07:51:26,806 - INFO - Training: cls_zice: 6.065183999538422; reg_zipnll: -10.983093438148499; aux_mae_loss_1: 6.281632142066956; aux_mae_loss_2: 0.9346590214967727; cnt_loss: 0.8342674958705902;
+2025-07-02 07:51:26,806 - INFO - Evaluation:
+Curr mae: 7.4055; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9540; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0583; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:51:26,807 - INFO - Epoch: 1233 / 1300	lr: 3.732e-06
+2025-07-02 07:52:13,427 - INFO - Training: cls_zice: 6.260809116363525; reg_zipnll: -10.236085758209228; aux_mae_loss_1: 6.122110953330994; aux_mae_loss_2: 0.8639495968818665; cnt_loss: 0.7100285375118256;
+2025-07-02 07:52:13,428 - INFO - Evaluation:
+Curr mae: 7.3745; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9728; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0584; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:52:13,429 - INFO - Epoch: 1234 / 1300	lr: 3.653e-06
+2025-07-02 07:53:00,120 - INFO - Training: cls_zice: 6.119616947174072; reg_zipnll: -9.803474140167236; aux_mae_loss_1: 6.736131148338318; aux_mae_loss_2: 0.9770688635110855; cnt_loss: 0.8684981679916381;
+2025-07-02 07:53:00,120 - INFO - Evaluation:
+Curr mae: 7.4425; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1159; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0575; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:53:00,121 - INFO - Epoch: 1235 / 1300	lr: 3.575e-06
+2025-07-02 07:53:47,144 - INFO - Training: cls_zice: 5.894627361297608; reg_zipnll: -8.746752824783325; aux_mae_loss_1: 6.090500402450561; aux_mae_loss_2: 0.8824400502443314; cnt_loss: 0.7427271825075149;
+2025-07-02 07:53:47,145 - INFO - Evaluation:
+Curr mae: 7.4934; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0018; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0591; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:53:47,145 - INFO - Epoch: 1236 / 1300	lr: 3.498e-06
+2025-07-02 07:54:38,172 - INFO - Training: cls_zice: 6.409720507860183; reg_zipnll: -8.471881656646728; aux_mae_loss_1: 5.889646019935608; aux_mae_loss_2: 0.8247209703922271; cnt_loss: 0.8984742999076843;
+2025-07-02 07:54:38,172 - INFO - Evaluation:
+Curr mae: 7.2540; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7613; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0574; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:54:38,173 - INFO - Epoch: 1237 / 1300	lr: 3.423e-06
+2025-07-02 07:55:28,768 - INFO - Training: cls_zice: 6.041754544973373; reg_zipnll: -8.864066982269287; aux_mae_loss_1: 6.211876308917999; aux_mae_loss_2: 0.8919574876129627; cnt_loss: 0.894095107614994;
+2025-07-02 07:55:28,768 - INFO - Evaluation:
+Curr mae: 7.3356; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8267; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:55:28,768 - INFO - Epoch: 1238 / 1300	lr: 3.348e-06
+2025-07-02 07:56:18,912 - INFO - Training: cls_zice: 5.886965700387955; reg_zipnll: -8.865708327293396; aux_mae_loss_1: 5.608250012397766; aux_mae_loss_2: 0.8117864373326301; cnt_loss: 0.7684413743019104;
+2025-07-02 07:56:18,913 - INFO - Evaluation:
+Curr mae: 7.6534; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1236; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0613; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:56:18,913 - INFO - Epoch: 1239 / 1300	lr: 3.275e-06
+2025-07-02 07:57:10,491 - INFO - Training: cls_zice: 6.003450675010681; reg_zipnll: -10.099980487823487; aux_mae_loss_1: 6.3767264723777775; aux_mae_loss_2: 0.964052426815033; cnt_loss: 0.8858258625864983;
+2025-07-02 07:57:10,492 - INFO - Evaluation:
+Curr mae: 7.5143; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0451; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0598; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:57:10,492 - INFO - Epoch: 1240 / 1300	lr: 3.203e-06
+2025-07-02 07:58:00,660 - INFO - Training: cls_zice: 5.488030157089233; reg_zipnll: -9.789655885696412; aux_mae_loss_1: 5.876171879768371; aux_mae_loss_2: 0.8831210511922837; cnt_loss: 0.800410033762455;
+2025-07-02 07:58:00,661 - INFO - Evaluation:
+Curr mae: 7.6039; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1058; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0605; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:58:00,661 - INFO - Epoch: 1241 / 1300	lr: 3.131e-06
+2025-07-02 07:58:51,468 - INFO - Training: cls_zice: 6.161903505325317; reg_zipnll: -13.672754063606263; aux_mae_loss_1: 6.450396857261658; aux_mae_loss_2: 0.9359197491407394; cnt_loss: 0.9201180589199066;
+2025-07-02 07:58:51,469 - INFO - Evaluation:
+Curr mae: 7.4887; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9824; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0601; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:58:51,469 - INFO - Epoch: 1242 / 1300	lr: 3.061e-06
+2025-07-02 07:59:42,206 - INFO - Training: cls_zice: 6.350266292095184; reg_zipnll: -9.76891408920288; aux_mae_loss_1: 6.882203617095947; aux_mae_loss_2: 1.0142134022712708; cnt_loss: 0.9207308173179627;
+2025-07-02 07:59:42,207 - INFO - Evaluation:
+Curr mae: 7.5958; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1092; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0614; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 07:59:42,207 - INFO - Epoch: 1243 / 1300	lr: 2.993e-06
+2025-07-02 08:00:32,764 - INFO - Training: cls_zice: 6.3133787703514095; reg_zipnll: -7.336423149108887; aux_mae_loss_1: 5.918443570137024; aux_mae_loss_2: 0.8798579794168472; cnt_loss: 0.8392950457334518;
+2025-07-02 08:00:32,765 - INFO - Evaluation:
+Curr mae: 7.4608; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8909; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0592; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:00:32,765 - INFO - Epoch: 1244 / 1300	lr: 2.925e-06
+2025-07-02 08:01:22,936 - INFO - Training: cls_zice: 5.933732248544693; reg_zipnll: -8.16635627746582; aux_mae_loss_1: 6.256088147163391; aux_mae_loss_2: 0.895697551369667; cnt_loss: 0.8336039611697197;
+2025-07-02 08:01:22,937 - INFO - Evaluation:
+Curr mae: 7.7581; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2119; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0611; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:01:22,937 - INFO - Epoch: 1245 / 1300	lr: 2.858e-06
+2025-07-02 08:02:13,665 - INFO - Training: cls_zice: 6.029966788291931; reg_zipnll: -11.695647530555725; aux_mae_loss_1: 6.514527006149292; aux_mae_loss_2: 0.9496524888277054; cnt_loss: 0.8511433517932891;
+2025-07-02 08:02:13,666 - INFO - Evaluation:
+Curr mae: 7.4844; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9968; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0585; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:02:13,667 - INFO - Epoch: 1246 / 1300	lr: 2.793e-06
+2025-07-02 08:03:03,419 - INFO - Training: cls_zice: 6.355580080747604; reg_zipnll: -4.8822476673126225; aux_mae_loss_1: 6.0038146924972535; aux_mae_loss_2: 0.8837252768874169; cnt_loss: 0.9217727965116501;
+2025-07-02 08:03:03,419 - INFO - Evaluation:
+Curr mae: 7.3613; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7698; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0578; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:03:03,420 - INFO - Epoch: 1247 / 1300	lr: 2.729e-06
+2025-07-02 08:03:54,034 - INFO - Training: cls_zice: 6.194427349567413; reg_zipnll: -8.26581530570984; aux_mae_loss_1: 6.123214802742004; aux_mae_loss_2: 0.8844900423288345; cnt_loss: 0.8712678986787796;
+2025-07-02 08:03:54,035 - INFO - Evaluation:
+Curr mae: 7.5007; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0241; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0587; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:03:54,035 - INFO - Epoch: 1248 / 1300	lr: 2.666e-06
+2025-07-02 08:04:42,777 - INFO - Training: cls_zice: 5.515996532440186; reg_zipnll: -9.475643572807313; aux_mae_loss_1: 5.417427172660828; aux_mae_loss_2: 0.7718446028232574; cnt_loss: 0.8074041140079499;
+2025-07-02 08:04:42,777 - INFO - Evaluation:
+Curr mae: 7.5869; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0791; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0598; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:04:42,778 - INFO - Epoch: 1249 / 1300	lr: 2.604e-06
+2025-07-02 08:05:31,827 - INFO - Training: cls_zice: 6.257074044942856; reg_zipnll: -8.509923543930054; aux_mae_loss_1: 6.190240726470948; aux_mae_loss_2: 0.8989262947440148; cnt_loss: 0.8982029747962952;
+2025-07-02 08:05:31,828 - INFO - Evaluation:
+Curr mae: 7.4123; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7541; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0595; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:05:31,828 - INFO - Epoch: 1250 / 1300	lr: 2.543e-06
+2025-07-02 08:06:20,100 - INFO - Training: cls_zice: 6.272937033176422; reg_zipnll: -8.377799096107482; aux_mae_loss_1: 6.4159103512763975; aux_mae_loss_2: 0.9245222860574722; cnt_loss: 0.8563108426332474;
+2025-07-02 08:06:20,101 - INFO - Evaluation:
+Curr mae: 7.6615; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1205; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0598; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:06:21,489 - INFO - Epoch: 1251 / 1300	lr: 2.483e-06
+2025-07-02 08:07:09,527 - INFO - Training: cls_zice: 6.368595190048218; reg_zipnll: -8.005427446365356; aux_mae_loss_1: 6.079266476631164; aux_mae_loss_2: 0.8810391706228257; cnt_loss: 0.7282095137238502;
+2025-07-02 08:07:09,528 - INFO - Evaluation:
+Curr mae: 7.5286; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0607; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0584; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:07:09,528 - INFO - Epoch: 1252 / 1300	lr: 2.425e-06
+2025-07-02 08:07:58,158 - INFO - Training: cls_zice: 6.228605978488922; reg_zipnll: -8.42268756389618; aux_mae_loss_1: 6.3148136854171755; aux_mae_loss_2: 0.9229411345720291; cnt_loss: 0.9395558786392212;
+2025-07-02 08:07:58,158 - INFO - Evaluation:
+Curr mae: 7.5922; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1502; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0587; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:07:58,158 - INFO - Epoch: 1253 / 1300	lr: 2.368e-06
+2025-07-02 08:08:47,784 - INFO - Training: cls_zice: 5.878262526988983; reg_zipnll: -9.179712114334107; aux_mae_loss_1: 5.971180758476257; aux_mae_loss_2: 0.8446560192108155; cnt_loss: 0.8568003711104393;
+2025-07-02 08:08:47,785 - INFO - Evaluation:
+Curr mae: 7.9075; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.5146; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0611; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:08:47,785 - INFO - Epoch: 1254 / 1300	lr: 2.312e-06
+2025-07-02 08:09:37,007 - INFO - Training: cls_zice: 6.060856485366822; reg_zipnll: -6.972540941238403; aux_mae_loss_1: 6.339649519920349; aux_mae_loss_2: 0.9269880908727646; cnt_loss: 0.8294830563664436;
+2025-07-02 08:09:37,007 - INFO - Evaluation:
+Curr mae: 7.4003; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9253; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0572; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:09:37,007 - INFO - Epoch: 1255 / 1300	lr: 2.257e-06
+2025-07-02 08:10:25,517 - INFO - Training: cls_zice: 5.872889378070831; reg_zipnll: -8.235022540092467; aux_mae_loss_1: 6.441569175720215; aux_mae_loss_2: 0.9602686488628387; cnt_loss: 0.90765400826931;
+2025-07-02 08:10:25,518 - INFO - Evaluation:
+Curr mae: 7.2845; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7895; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0569; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:10:25,518 - INFO - Epoch: 1256 / 1300	lr: 2.203e-06
+2025-07-02 08:11:13,938 - INFO - Training: cls_zice: 6.359721515178681; reg_zipnll: -6.793442058563232; aux_mae_loss_1: 6.423223004341126; aux_mae_loss_2: 0.9056809186935425; cnt_loss: 0.8418860286474228;
+2025-07-02 08:11:13,939 - INFO - Evaluation:
+Curr mae: 7.4933; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0161; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0584; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:11:13,939 - INFO - Epoch: 1257 / 1300	lr: 2.150e-06
+2025-07-02 08:12:03,231 - INFO - Training: cls_zice: 6.358494489192963; reg_zipnll: -6.9076008176803585; aux_mae_loss_1: 6.296779165267944; aux_mae_loss_2: 0.9137742215394974; cnt_loss: 0.8939600133895874;
+2025-07-02 08:12:03,232 - INFO - Evaluation:
+Curr mae: 7.3114; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8538; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0570; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:12:03,232 - INFO - Epoch: 1258 / 1300	lr: 2.099e-06
+2025-07-02 08:12:51,705 - INFO - Training: cls_zice: 5.6488243055343625; reg_zipnll: -8.211804914474488; aux_mae_loss_1: 5.919746890068054; aux_mae_loss_2: 0.878565511405468; cnt_loss: 0.9085349178314209;
+2025-07-02 08:12:51,705 - INFO - Evaluation:
+Curr mae: 7.3386; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8762; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0573; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:12:51,705 - INFO - Epoch: 1259 / 1300	lr: 2.048e-06
+2025-07-02 08:13:40,946 - INFO - Training: cls_zice: 6.001550657749176; reg_zipnll: -10.98251015663147; aux_mae_loss_1: 6.433763036727905; aux_mae_loss_2: 0.9009402823448182; cnt_loss: 0.8338130253553391;
+2025-07-02 08:13:40,947 - INFO - Evaluation:
+Curr mae: 7.2873; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.7859; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0572; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:13:40,947 - INFO - Epoch: 1260 / 1300	lr: 1.999e-06
+2025-07-02 08:14:29,951 - INFO - Training: cls_zice: 5.749027168750763; reg_zipnll: -8.354152171611785; aux_mae_loss_1: 5.903181991577148; aux_mae_loss_2: 0.8860005259513855; cnt_loss: 0.8996996432542801;
+2025-07-02 08:14:29,952 - INFO - Evaluation:
+Curr mae: 7.3314; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8370; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0571; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:14:29,952 - INFO - Epoch: 1261 / 1300	lr: 1.951e-06
+2025-07-02 08:15:18,522 - INFO - Training: cls_zice: 6.0718746554851535; reg_zipnll: -11.491317629814148; aux_mae_loss_1: 5.806893057823181; aux_mae_loss_2: 0.8450012516975403; cnt_loss: 0.7857872724533081;
+2025-07-02 08:15:18,523 - INFO - Evaluation:
+Curr mae: 7.6236; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0756; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0602; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:15:18,523 - INFO - Epoch: 1262 / 1300	lr: 1.904e-06
+2025-07-02 08:16:07,119 - INFO - Training: cls_zice: 5.959369215965271; reg_zipnll: -13.788816645145417; aux_mae_loss_1: 6.16565890789032; aux_mae_loss_2: 0.9229116642475128; cnt_loss: 0.7991804391145706;
+2025-07-02 08:16:07,119 - INFO - Evaluation:
+Curr mae: 7.4609; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9366; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:16:07,120 - INFO - Epoch: 1263 / 1300	lr: 1.859e-06
+2025-07-02 08:16:55,396 - INFO - Training: cls_zice: 6.0866240894794466; reg_zipnll: -9.358434858322143; aux_mae_loss_1: 6.138790354728699; aux_mae_loss_2: 0.8816129863262177; cnt_loss: 0.8288090428709984;
+2025-07-02 08:16:55,396 - INFO - Evaluation:
+Curr mae: 7.4412; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9267; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0586; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:16:55,397 - INFO - Epoch: 1264 / 1300	lr: 1.814e-06
+2025-07-02 08:17:45,244 - INFO - Training: cls_zice: 5.960008170604706; reg_zipnll: -12.756074924468994; aux_mae_loss_1: 5.987167129516601; aux_mae_loss_2: 0.8898579555749894; cnt_loss: 0.8776121664047242;
+2025-07-02 08:17:45,245 - INFO - Evaluation:
+Curr mae: 7.5483; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9826; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:17:45,245 - INFO - Epoch: 1265 / 1300	lr: 1.771e-06
+2025-07-02 08:18:34,291 - INFO - Training: cls_zice: 5.983578045368194; reg_zipnll: -8.692168898582459; aux_mae_loss_1: 5.946324701309204; aux_mae_loss_2: 0.8802550476789475; cnt_loss: 0.8552806013822556;
+2025-07-02 08:18:34,292 - INFO - Evaluation:
+Curr mae: 7.6354; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1246; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:18:34,292 - INFO - Epoch: 1266 / 1300	lr: 1.729e-06
+2025-07-02 08:19:23,146 - INFO - Training: cls_zice: 5.848568730354309; reg_zipnll: -11.214778623580933; aux_mae_loss_1: 6.058220539093018; aux_mae_loss_2: 0.8689006972312927; cnt_loss: 0.8305728980898857;
+2025-07-02 08:19:23,147 - INFO - Evaluation:
+Curr mae: 7.5284; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0691; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0585; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:19:23,147 - INFO - Epoch: 1267 / 1300	lr: 1.688e-06
+2025-07-02 08:20:11,612 - INFO - Training: cls_zice: 5.980277435779572; reg_zipnll: -4.656812763214111; aux_mae_loss_1: 5.761517610549927; aux_mae_loss_2: 0.8390886217355729; cnt_loss: 0.8058442300558091;
+2025-07-02 08:20:11,613 - INFO - Evaluation:
+Curr mae: 7.5246; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0397; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0584; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:20:11,613 - INFO - Epoch: 1268 / 1300	lr: 1.648e-06
+2025-07-02 08:21:00,435 - INFO - Training: cls_zice: 6.303267176151276; reg_zipnll: -9.383719396591186; aux_mae_loss_1: 6.340431084632874; aux_mae_loss_2: 0.9519741052389145; cnt_loss: 0.9168718433380127;
+2025-07-02 08:21:00,436 - INFO - Evaluation:
+Curr mae: 7.5057; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0921; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0577; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:21:00,436 - INFO - Epoch: 1269 / 1300	lr: 1.609e-06
+2025-07-02 08:21:48,332 - INFO - Training: cls_zice: 5.797068371772766; reg_zipnll: -9.113770141601563; aux_mae_loss_1: 5.741149373054505; aux_mae_loss_2: 0.8209612220525742; cnt_loss: 0.7761104899644852;
+2025-07-02 08:21:48,333 - INFO - Evaluation:
+Curr mae: 7.6900; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2970; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0596; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:21:48,333 - INFO - Epoch: 1270 / 1300	lr: 1.572e-06
+2025-07-02 08:22:36,631 - INFO - Training: cls_zice: 5.517531580924988; reg_zipnll: -12.192946453094482; aux_mae_loss_1: 6.4057513213157655; aux_mae_loss_2: 0.9858413970470429; cnt_loss: 0.8747725027799607;
+2025-07-02 08:22:36,632 - INFO - Evaluation:
+Curr mae: 7.5527; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0758; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:22:36,632 - INFO - Epoch: 1271 / 1300	lr: 1.536e-06
+2025-07-02 08:23:25,512 - INFO - Training: cls_zice: 5.965166778564453; reg_zipnll: -9.385930061340332; aux_mae_loss_1: 6.06858936548233; aux_mae_loss_2: 0.8885038697719574; cnt_loss: 0.783503292798996;
+2025-07-02 08:23:25,513 - INFO - Evaluation:
+Curr mae: 7.7806; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2862; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0612; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:23:25,513 - INFO - Epoch: 1272 / 1300	lr: 1.501e-06
+2025-07-02 08:24:13,607 - INFO - Training: cls_zice: 5.956264351606369; reg_zipnll: -7.169432978630066; aux_mae_loss_1: 6.003649604320526; aux_mae_loss_2: 0.8699125865101814; cnt_loss: 0.8944008445739746;
+2025-07-02 08:24:13,607 - INFO - Evaluation:
+Curr mae: 7.9044; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.4487; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0622; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:24:13,607 - INFO - Epoch: 1273 / 1300	lr: 1.467e-06
+2025-07-02 08:25:02,144 - INFO - Training: cls_zice: 6.030600814819336; reg_zipnll: -14.42730221271515; aux_mae_loss_1: 6.322153515815735; aux_mae_loss_2: 0.9346916800737382; cnt_loss: 0.8319407349824905;
+2025-07-02 08:25:02,145 - INFO - Evaluation:
+Curr mae: 7.8919; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.4042; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0619; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:25:02,145 - INFO - Epoch: 1274 / 1300	lr: 1.434e-06
+2025-07-02 08:25:50,129 - INFO - Training: cls_zice: 5.902558488845825; reg_zipnll: -5.3247053956985475; aux_mae_loss_1: 6.356628570556641; aux_mae_loss_2: 0.9711633694171905; cnt_loss: 0.8344815808534622;
+2025-07-02 08:25:50,129 - INFO - Evaluation:
+Curr mae: 7.7986; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2580; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0617; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:25:50,130 - INFO - Epoch: 1275 / 1300	lr: 1.403e-06
+2025-07-02 08:26:38,690 - INFO - Training: cls_zice: 5.79327775478363; reg_zipnll: -3.9789841175079346; aux_mae_loss_1: 5.228524580001831; aux_mae_loss_2: 0.7667440927028656; cnt_loss: 0.7475319772958755;
+2025-07-02 08:26:38,691 - INFO - Evaluation:
+Curr mae: 7.5600; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0858; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0588; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:26:38,691 - INFO - Epoch: 1276 / 1300	lr: 1.372e-06
+2025-07-02 08:27:27,052 - INFO - Training: cls_zice: 6.295692965984345; reg_zipnll: -6.999744329452515; aux_mae_loss_1: 6.102276246547699; aux_mae_loss_2: 0.8723249292373657; cnt_loss: 0.8057285475730896;
+2025-07-02 08:27:27,052 - INFO - Evaluation:
+Curr mae: 7.5156; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9570; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0586; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:27:27,053 - INFO - Epoch: 1277 / 1300	lr: 1.343e-06
+2025-07-02 08:28:15,536 - INFO - Training: cls_zice: 5.703198300600052; reg_zipnll: -5.3484859371185305; aux_mae_loss_1: 5.488122358322143; aux_mae_loss_2: 0.7982469177246094; cnt_loss: 0.7907048493623734;
+2025-07-02 08:28:15,537 - INFO - Evaluation:
+Curr mae: 7.3730; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8473; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0574; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:28:15,537 - INFO - Epoch: 1278 / 1300	lr: 1.315e-06
+2025-07-02 08:29:03,363 - INFO - Training: cls_zice: 5.721235191822052; reg_zipnll: -7.120207934379578; aux_mae_loss_1: 5.903101987838745; aux_mae_loss_2: 0.8802515530586242; cnt_loss: 0.8385611057281495;
+2025-07-02 08:29:03,363 - INFO - Evaluation:
+Curr mae: 7.4400; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8907; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:29:03,363 - INFO - Epoch: 1279 / 1300	lr: 1.288e-06
+2025-07-02 08:29:51,674 - INFO - Training: cls_zice: 6.1282988238334655; reg_zipnll: -9.242076053619385; aux_mae_loss_1: 5.8737953186035154; aux_mae_loss_2: 0.8898412388563156; cnt_loss: 0.8258072540163994;
+2025-07-02 08:29:51,675 - INFO - Evaluation:
+Curr mae: 7.4610; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9887; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0580; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:29:51,675 - INFO - Epoch: 1280 / 1300	lr: 1.263e-06
+2025-07-02 08:30:40,032 - INFO - Training: cls_zice: 6.054289231300354; reg_zipnll: -8.556107454299926; aux_mae_loss_1: 6.151246461868286; aux_mae_loss_2: 0.9030661875009537; cnt_loss: 0.7771621859073639;
+2025-07-02 08:30:40,032 - INFO - Evaluation:
+Curr mae: 7.3402; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.8143; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0573; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:30:40,032 - INFO - Epoch: 1281 / 1300	lr: 1.238e-06
+2025-07-02 08:31:28,442 - INFO - Training: cls_zice: 5.906802988052368; reg_zipnll: -5.853766994476318; aux_mae_loss_1: 6.07265570640564; aux_mae_loss_2: 0.894753035902977; cnt_loss: 0.7757643055915833;
+2025-07-02 08:31:28,443 - INFO - Evaluation:
+Curr mae: 7.5912; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0373; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:31:28,444 - INFO - Epoch: 1282 / 1300	lr: 1.215e-06
+2025-07-02 08:32:16,631 - INFO - Training: cls_zice: 6.149289729595185; reg_zipnll: -10.22322913169861; aux_mae_loss_1: 6.160189070701599; aux_mae_loss_2: 0.9126429653167725; cnt_loss: 0.8222503703832627;
+2025-07-02 08:32:16,632 - INFO - Evaluation:
+Curr mae: 7.7494; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2209; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0612; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:32:16,632 - INFO - Epoch: 1283 / 1300	lr: 1.193e-06
+2025-07-02 08:33:04,538 - INFO - Training: cls_zice: 6.262002446651459; reg_zipnll: -11.153488183021546; aux_mae_loss_1: 5.966246325969696; aux_mae_loss_2: 0.8631576150655746; cnt_loss: 0.9434818434715271;
+2025-07-02 08:33:04,538 - INFO - Evaluation:
+Curr mae: 7.7943; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3586; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0611; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:33:04,539 - INFO - Epoch: 1284 / 1300	lr: 1.172e-06
+2025-07-02 08:33:53,170 - INFO - Training: cls_zice: 5.879678192138672; reg_zipnll: -5.222013545036316; aux_mae_loss_1: 6.110873830318451; aux_mae_loss_2: 0.8894661453366279; cnt_loss: 0.7494653260707855;
+2025-07-02 08:33:53,171 - INFO - Evaluation:
+Curr mae: 7.6239; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0771; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0601; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:33:53,171 - INFO - Epoch: 1285 / 1300	lr: 1.153e-06
+2025-07-02 08:34:41,417 - INFO - Training: cls_zice: 5.986543953418732; reg_zipnll: -4.34865782737732; aux_mae_loss_1: 5.432486078739166; aux_mae_loss_2: 0.8004758274555206; cnt_loss: 0.8178147953748703;
+2025-07-02 08:34:41,417 - INFO - Evaluation:
+Curr mae: 7.6064; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0732; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0597; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:34:41,418 - INFO - Epoch: 1286 / 1300	lr: 1.134e-06
+2025-07-02 08:35:29,709 - INFO - Training: cls_zice: 5.867671744823456; reg_zipnll: -8.019232821464538; aux_mae_loss_1: 5.7950056004524235; aux_mae_loss_2: 0.8212050920724869; cnt_loss: 0.766531047821045;
+2025-07-02 08:35:29,710 - INFO - Evaluation:
+Curr mae: 7.6048; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0539; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:35:29,710 - INFO - Epoch: 1287 / 1300	lr: 1.117e-06
+2025-07-02 08:36:17,949 - INFO - Training: cls_zice: 6.34800187587738; reg_zipnll: -10.923897399902344; aux_mae_loss_1: 5.983061594963074; aux_mae_loss_2: 0.873078481554985; cnt_loss: 0.8372026836872101;
+2025-07-02 08:36:17,949 - INFO - Evaluation:
+Curr mae: 7.7141; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2154; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0608; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:36:17,949 - INFO - Epoch: 1288 / 1300	lr: 1.101e-06
+2025-07-02 08:37:06,398 - INFO - Training: cls_zice: 5.867533719539642; reg_zipnll: -9.342269058227538; aux_mae_loss_1: 6.4821889162063595; aux_mae_loss_2: 0.9479749917984008; cnt_loss: 0.8175111794471741;
+2025-07-02 08:37:06,399 - INFO - Evaluation:
+Curr mae: 7.6818; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1513; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0606; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:37:06,399 - INFO - Epoch: 1289 / 1300	lr: 1.086e-06
+2025-07-02 08:37:54,842 - INFO - Training: cls_zice: 5.993984349966049; reg_zipnll: -8.893107545375823; aux_mae_loss_1: 6.273757603168487; aux_mae_loss_2: 0.9395662477612495; cnt_loss: 0.802928327023983;
+2025-07-02 08:37:54,842 - INFO - Evaluation:
+Curr mae: 7.6954; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2148; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0601; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:37:54,842 - INFO - Epoch: 1290 / 1300	lr: 1.072e-06
+2025-07-02 08:38:43,949 - INFO - Training: cls_zice: 5.879560492038727; reg_zipnll: -11.875150752067565; aux_mae_loss_1: 5.8172407054901125; aux_mae_loss_2: 0.8366291123628616; cnt_loss: 0.8144540894031524;
+2025-07-02 08:38:43,950 - INFO - Evaluation:
+Curr mae: 7.4175; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9044; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0585; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:38:43,950 - INFO - Epoch: 1291 / 1300	lr: 1.060e-06
+2025-07-02 08:39:32,141 - INFO - Training: cls_zice: 5.610390329360962; reg_zipnll: -5.684123668670654; aux_mae_loss_1: 5.839356107711792; aux_mae_loss_2: 0.8450597661733628; cnt_loss: 0.7702712965011597;
+2025-07-02 08:39:32,142 - INFO - Evaluation:
+Curr mae: 7.4683; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9389; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0586; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:39:32,142 - INFO - Epoch: 1292 / 1300	lr: 1.048e-06
+2025-07-02 08:40:20,782 - INFO - Training: cls_zice: 5.864821090698242; reg_zipnll: -12.674962081909179; aux_mae_loss_1: 6.185155596733093; aux_mae_loss_2: 0.9015470626950264; cnt_loss: 0.8091806143522262;
+2025-07-02 08:40:20,783 - INFO - Evaluation:
+Curr mae: 7.6807; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.2702; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0599; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:40:20,783 - INFO - Epoch: 1293 / 1300	lr: 1.038e-06
+2025-07-02 08:41:09,547 - INFO - Training: cls_zice: 5.912463054656983; reg_zipnll: -12.213147654533387; aux_mae_loss_1: 6.244637794494629; aux_mae_loss_2: 0.9560674315690995; cnt_loss: 0.7490508854389191;
+2025-07-02 08:41:09,548 - INFO - Evaluation:
+Curr mae: 7.6516; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1482; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0600; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:41:09,548 - INFO - Epoch: 1294 / 1300	lr: 1.029e-06
+2025-07-02 08:41:58,239 - INFO - Training: cls_zice: 5.94318730711937; reg_zipnll: -7.338047866821289; aux_mae_loss_1: 6.208489518165589; aux_mae_loss_2: 0.8755399525165558; cnt_loss: 0.796358841061592;
+2025-07-02 08:41:58,240 - INFO - Evaluation:
+Curr mae: 7.6258; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.1426; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0596; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:41:58,240 - INFO - Epoch: 1295 / 1300	lr: 1.021e-06
+2025-07-02 08:42:46,407 - INFO - Training: cls_zice: 6.364753329753876; reg_zipnll: -8.795527606010436; aux_mae_loss_1: 5.620491724014283; aux_mae_loss_2: 0.8034880077838897; cnt_loss: 0.8609811019897461;
+2025-07-02 08:42:46,408 - INFO - Evaluation:
+Curr mae: 7.8037; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3186; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0613; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:42:46,408 - INFO - Epoch: 1296 / 1300	lr: 1.015e-06
+2025-07-02 08:43:34,740 - INFO - Training: cls_zice: 6.060296568870545; reg_zipnll: -6.165013365745544; aux_mae_loss_1: 5.427129759788513; aux_mae_loss_2: 0.7966074496507645; cnt_loss: 0.8309956127405167;
+2025-07-02 08:43:34,741 - INFO - Evaluation:
+Curr mae: 7.7753; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.3191; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0606; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:43:34,741 - INFO - Epoch: 1297 / 1300	lr: 1.010e-06
+2025-07-02 08:44:23,411 - INFO - Training: cls_zice: 6.315557236671448; reg_zipnll: -9.28857623577118; aux_mae_loss_1: 6.140415434837341; aux_mae_loss_2: 0.8950401371717454; cnt_loss: 0.9066500437259674;
+2025-07-02 08:44:23,412 - INFO - Evaluation:
+Curr mae: 7.4781; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9788; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0587; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:44:23,412 - INFO - Epoch: 1298 / 1300	lr: 1.005e-06
+2025-07-02 08:45:11,551 - INFO - Training: cls_zice: 6.135024311542511; reg_zipnll: -9.402354283332825; aux_mae_loss_1: 6.135574984550476; aux_mae_loss_2: 0.9157862442731858; cnt_loss: 0.8242687213420868;
+2025-07-02 08:45:11,552 - INFO - Evaluation:
+Curr mae: 7.4736; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9601; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0584; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:45:11,552 - INFO - Epoch: 1299 / 1300	lr: 1.002e-06
+2025-07-02 08:46:00,370 - INFO - Training: cls_zice: 6.1467764496803285; reg_zipnll: -9.650695281028748; aux_mae_loss_1: 6.2206514453887936; aux_mae_loss_2: 0.9454106146097183; cnt_loss: 0.8582204222679138;
+2025-07-02 08:46:00,371 - INFO - Evaluation:
+Curr mae: 7.5083; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 11.9930; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0589; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+
+2025-07-02 08:46:00,371 - INFO - Epoch: 1300 / 1300	lr: 1.001e-06
+2025-07-02 08:46:48,318 - INFO - Training: cls_zice: 5.3442284047603605; reg_zipnll: -7.747077076435089; aux_mae_loss_1: 5.367766625881195; aux_mae_loss_2: 0.7801928836107254; cnt_loss: 0.7998018848896027;
+2025-07-02 08:46:48,319 - INFO - Evaluation:
+Curr mae: 7.4901; 	 Best mae: 5.9399; 5.9474; 5.9707; 6.0648; 6.1327;
+Curr rmse: 12.0190; 	 Best rmse: 9.9346; 9.9772; 9.9976; 10.0611; 10.1252;
+Curr nae: 0.0585; 	 Best nae: 0.0458; 0.0466; 0.0470; 0.0470; 0.0472;
+
+
+