Upload 3 files

config.json

@@ -0,0 +1,170 @@
+{
+  "architectures": [
+    "EncoderDecoderModel"
+  ],
+  "decoder": {
+    "_name_or_path": "/gpfs/accounts/lingjzhu_root/lingjzhu1/lingjzhu/embeddings/models/bert-hubert-200/checkpoint-8000",
+    "add_cross_attention": true,
+    "architectures": [
+      "BertForMaskedLM"
+    ],
+    "attention_probs_dropout_prob": 0.1,
+    "bad_words_ids": null,
+    "bos_token_id": null,
+    "chunk_size_feed_forward": 0,
+    "classifier_dropout": null,
+    "cross_attention_hidden_size": null,
+    "decoder_start_token_id": null,
+    "diversity_penalty": 0.0,
+    "do_sample": false,
+    "early_stopping": false,
+    "encoder_no_repeat_ngram_size": 0,
+    "eos_token_id": null,
+    "exponential_decay_length_penalty": null,
+    "finetuning_task": null,
+    "forced_bos_token_id": null,
+    "forced_eos_token_id": null,
+    "gradient_checkpointing": false,
+    "hidden_act": "gelu",
+    "hidden_dropout_prob": 0.1,
+    "hidden_size": 768,
+    "id2label": {
+      "0": "LABEL_0",
+      "1": "LABEL_1"
+    },
+    "initializer_range": 0.02,
+    "intermediate_size": 3072,
+    "is_decoder": true,
+    "is_encoder_decoder": false,
+    "label2id": {
+      "LABEL_0": 0,
+      "LABEL_1": 1
+    },
+    "layer_norm_eps": 1e-12,
+    "length_penalty": 1.0,
+    "max_length": 20,
+    "max_position_embeddings": 512,
+    "min_length": 0,
+    "model_type": "bert",
+    "no_repeat_ngram_size": 0,
+    "num_attention_heads": 12,
+    "num_beam_groups": 1,
+    "num_beams": 1,
+    "num_hidden_layers": 12,
+    "num_return_sequences": 1,
+    "output_attentions": false,
+    "output_hidden_states": false,
+    "output_scores": false,
+    "pad_token_id": 0,
+    "position_embedding_type": "absolute",
+    "prefix": null,
+    "problem_type": null,
+    "pruned_heads": {},
+    "remove_invalid_values": false,
+    "repetition_penalty": 1.0,
+    "return_dict": true,
+    "return_dict_in_generate": false,
+    "sep_token_id": null,
+    "task_specific_params": null,
+    "temperature": 1.0,
+    "tie_encoder_decoder": false,
+    "tie_word_embeddings": true,
+    "tokenizer_class": null,
+    "top_k": 50,
+    "top_p": 1.0,
+    "torch_dtype": "float32",
+    "torchscript": false,
+    "transformers_version": "4.18.0",
+    "type_vocab_size": 2,
+    "typical_p": 1.0,
+    "use_bfloat16": false,
+    "use_cache": true,
+    "vocab_size": 205
+  },
+  "decoder_start_token_id": 201,
+  "encoder": {
+    "_name_or_path": "/gpfs/accounts/lingjzhu_root/lingjzhu1/lingjzhu/embeddings/models/bert-hubert-200/checkpoint-8000",
+    "add_cross_attention": false,
+    "architectures": [
+      "BertForMaskedLM"
+    ],
+    "attention_probs_dropout_prob": 0.1,
+    "bad_words_ids": null,
+    "bos_token_id": null,
+    "chunk_size_feed_forward": 0,
+    "classifier_dropout": null,
+    "cross_attention_hidden_size": null,
+    "decoder_start_token_id": null,
+    "diversity_penalty": 0.0,
+    "do_sample": false,
+    "early_stopping": false,
+    "encoder_no_repeat_ngram_size": 0,
+    "eos_token_id": null,
+    "exponential_decay_length_penalty": null,
+    "finetuning_task": null,
+    "forced_bos_token_id": null,
+    "forced_eos_token_id": null,
+    "gradient_checkpointing": false,
+    "hidden_act": "gelu",
+    "hidden_dropout_prob": 0.1,
+    "hidden_size": 768,
+    "id2label": {
+      "0": "LABEL_0",
+      "1": "LABEL_1"
+    },
+    "initializer_range": 0.02,
+    "intermediate_size": 3072,
+    "is_decoder": false,
+    "is_encoder_decoder": false,
+    "label2id": {
+      "LABEL_0": 0,
+      "LABEL_1": 1
+    },
+    "layer_norm_eps": 1e-12,
+    "length_penalty": 1.0,
+    "max_length": 20,
+    "max_position_embeddings": 512,
+    "min_length": 0,
+    "model_type": "bert",
+    "no_repeat_ngram_size": 0,
+    "num_attention_heads": 12,
+    "num_beam_groups": 1,
+    "num_beams": 1,
+    "num_hidden_layers": 12,
+    "num_return_sequences": 1,
+    "output_attentions": false,
+    "output_hidden_states": false,
+    "output_scores": false,
+    "pad_token_id": 0,
+    "position_embedding_type": "absolute",
+    "prefix": null,
+    "problem_type": null,
+    "pruned_heads": {},
+    "remove_invalid_values": false,
+    "repetition_penalty": 1.0,
+    "return_dict": true,
+    "return_dict_in_generate": false,
+    "sep_token_id": null,
+    "task_specific_params": null,
+    "temperature": 1.0,
+    "tie_encoder_decoder": false,
+    "tie_word_embeddings": true,
+    "tokenizer_class": null,
+    "top_k": 50,
+    "top_p": 1.0,
+    "torch_dtype": "float32",
+    "torchscript": false,
+    "transformers_version": "4.18.0",
+    "type_vocab_size": 2,
+    "typical_p": 1.0,
+    "use_bfloat16": false,
+    "use_cache": true,
+    "vocab_size": 205
+  },
+  "is_encoder_decoder": true,
+  "model_type": "encoder-decoder",
+  "pad_token_id": 202,
+  "torch_dtype": "float32",
+  "transformers_version": null,
+  "vocab_size": 205
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7443cac3e837e26b0841020f1d022581944b38c2a6036eb804a6f5361a675a2b
+size 803252203

results.txt

@@ -0,0 +1,820 @@
+Iteration: 0 - Loss: 7.709532260894775 
+Pearsonr: 0.28544273617614635; P: 4.70063415963235e-10 
+Spearmanr: 0.2874220156567642; P: 3.5214501140430506e-10 
+
+Iteration: 0 - Loss: 7.8378214836120605 
+Pearsonr: -0.02360656484775921; P: 0.613948682958642 
+Spearmanr: -0.02222870706534082; P: 0.6347910403127897 
+
+Iteration: 50 - Loss: 2.2071003913879395 
+Pearsonr: 0.08631783572731297; P: 0.06464499478921042 
+Spearmanr: 0.06888992254763653; P: 0.14057744545754516 
+
+Iteration: 100 - Loss: 1.9980945587158203 
+Pearsonr: 0.21453061633339482; P: 3.522427540546322e-06 
+Spearmanr: 0.1996642257127923; P: 1.6364797850810644e-05 
+
+Iteration: 150 - Loss: 1.9707871675491333 
+Pearsonr: 0.30346782089125707; P: 3.113429117012764e-11 
+Spearmanr: 0.28559853717852146; P: 4.595346321046349e-10 
+
+Iteration: 200 - Loss: 2.0397701263427734 
+Pearsonr: 0.3622985798557377; P: 1.103873792966746e-15 
+Spearmanr: 0.3490550418509418; P: 1.3456228339765925e-14 
+
+Iteration: 250 - Loss: 1.962949514389038 
+Pearsonr: 0.3700437598241746; P: 2.420808875200075e-16 
+Spearmanr: 0.3590974148476002; P: 2.042188245245057e-15 
+
+Iteration: 300 - Loss: 1.8828610181808472 
+Pearsonr: 0.38234768658867124; P: 1.9952441614771277e-17 
+Spearmanr: 0.3663126502469141; P: 5.0539262865771445e-16 
+
+Iteration: 350 - Loss: 1.8677729368209839 
+Pearsonr: 0.4224934153223646; P: 2.687942102941639e-21 
+Spearmanr: 0.40713091691037; P: 9.394910348961458e-20 
+
+Iteration: 400 - Loss: 1.8625222444534302 
+Pearsonr: 0.41926434057798995; P: 5.760701802457512e-21 
+Spearmanr: 0.40462153877236795; P: 1.6501465510427247e-19 
+
+Iteration: 450 - Loss: 1.79958975315094 
+Pearsonr: 0.42671593707806954; P: 9.796948502901368e-22 
+Spearmanr: 0.40966055742152435; P: 5.298879876604389e-20 
+
+Iteration: 500 - Loss: 1.8543401956558228 
+Pearsonr: 0.43718911334028904; P: 7.532135687822816e-23 
+Spearmanr: 0.42119111019836936; P: 3.65903634664991e-21 
+
+Iteration: 550 - Loss: 1.8234885931015015 
+Pearsonr: 0.44669978121045767; P: 6.776924076197532e-24 
+Spearmanr: 0.4306622231419786; P: 3.765491384987612e-22 
+
+Iteration: 600 - Loss: 1.717963457107544 
+Pearsonr: 0.46388431789899465; P: 7.174863846571424e-26 
+Spearmanr: 0.4501924997092199; P: 2.745351420205013e-24 
+
+Iteration: 650 - Loss: 1.7726061344146729 
+Pearsonr: 0.45906352962190966; P: 2.6379916953893693e-25 
+Spearmanr: 0.44527467656303077; P: 9.769151793812421e-24 
+
+Iteration: 700 - Loss: 1.6446589231491089 
+Pearsonr: 0.46971314796145924; P: 1.4454622816253954e-26 
+Spearmanr: 0.45695817553971424; P: 4.628251361695682e-25 
+
+Iteration: 750 - Loss: 1.668980598449707 
+Pearsonr: 0.4811027553159573; P: 5.770682413084968e-28 
+Spearmanr: 0.46233830903159756; P: 1.0917780349447737e-25 
+
+Iteration: 800 - Loss: 1.7641152143478394 
+Pearsonr: 0.47672448015219454; P: 2.019051563751006e-27 
+Spearmanr: 0.4591704984501307; P: 2.5634429718600336e-25 
+
+Iteration: 850 - Loss: 1.7303466796875 
+Pearsonr: 0.4811816401099996; P: 5.640986963112966e-28 
+Spearmanr: 0.46704284071709573; P: 3.0229381896996654e-26 
+
+Iteration: 900 - Loss: 1.653376579284668 
+Pearsonr: 0.5016391918464451; P: 1.2664799628720999e-30 
+Spearmanr: 0.4894912146315648; P: 4.9768341298321236e-29 
+
+Iteration: 950 - Loss: 1.6931482553482056 
+Pearsonr: 0.5090459665542384; P: 1.2550677925835277e-31 
+Spearmanr: 0.49114812127603863; P: 3.0425323527012665e-29 
+
+Iteration: 1000 - Loss: 1.6529881954193115 
+Pearsonr: 0.5061409834906079; P: 3.128569054838374e-31 
+Spearmanr: 0.4884003919822009; P: 6.87097935702636e-29 
+
+Iteration: 1050 - Loss: 1.7268682718276978 
+Pearsonr: 0.5028007379771534; P: 8.846650553929088e-31 
+Spearmanr: 0.486818790668477; P: 1.0944855419680035e-28 
+
+Iteration: 1100 - Loss: 1.6333564519882202 
+Pearsonr: 0.5259899687149509; P: 5.097263207972761e-34 
+Spearmanr: 0.509065929549894; P: 1.2471767790058479e-31 
+
+Iteration: 1150 - Loss: 1.648748755455017 
+Pearsonr: 0.5237286446177175; P: 1.0822015700498771e-33 
+Spearmanr: 0.5059744973843598; P: 3.295827139042259e-31 
+
+Iteration: 1200 - Loss: 1.6219234466552734 
+Pearsonr: 0.5252318213029245; P: 6.564985189075481e-34 
+Spearmanr: 0.5061293372639322; P: 3.139990961051307e-31 
+
+Iteration: 1250 - Loss: 1.6286828517913818 
+Pearsonr: 0.529697756539259; P: 1.465093872611538e-34 
+Spearmanr: 0.5096245650713842; P: 1.0452085953375617e-31 
+
+Iteration: 1300 - Loss: 1.6028921604156494 
+Pearsonr: 0.5239209569216945; P: 1.015305463620632e-33 
+Spearmanr: 0.5070495393692749; P: 2.353371744018434e-31 
+
+Iteration: 1350 - Loss: 1.549764633178711 
+Pearsonr: 0.5276228444057793; P: 2.949180120792547e-34 
+Spearmanr: 0.509571857652125; P: 1.0627914679988214e-31 
+
+Iteration: 1400 - Loss: 1.561905860900879 
+Pearsonr: 0.534497128056532; P: 2.8508481856929597e-35 
+Spearmanr: 0.5148432939272845; P: 1.9749289395115976e-32 
+
+Iteration: 1450 - Loss: 1.5040143728256226 
+Pearsonr: 0.5308777792220634; P: 9.820461185205171e-35 
+Spearmanr: 0.5113536209137184; P: 6.037090757504683e-32 
+
+Iteration: 1500 - Loss: 1.5863816738128662 
+Pearsonr: 0.5412543035112689; P: 2.7200027936608654e-36 
+Spearmanr: 0.5213166487295278; P: 2.4008650454530546e-33 
+
+Iteration: 1550 - Loss: 1.5675764083862305 
+Pearsonr: 0.5444404305704723; P: 8.817776156052096e-37 
+Spearmanr: 0.5235803534833898; P: 1.136748083846113e-33 
+
+Iteration: 1600 - Loss: 1.6179498434066772 
+Pearsonr: 0.5395554894538787; P: 4.934959854319657e-36 
+Spearmanr: 0.5199851393859898; P: 3.7172451327143336e-33 
+
+Iteration: 1650 - Loss: 1.5011361837387085 
+Pearsonr: 0.5406311254376225; P: 3.3856719715181324e-36 
+Spearmanr: 0.520590990655511; P: 3.0474727939305027e-33 
+
+Iteration: 1700 - Loss: 1.59567391872406 
+Pearsonr: 0.5460378099790151; P: 4.990165231141874e-37 
+Spearmanr: 0.5258099720020424; P: 5.413192104890777e-34 
+
+Iteration: 1750 - Loss: 1.5940841436386108 
+Pearsonr: 0.5484261658310589; P: 2.118151484535484e-37 
+Spearmanr: 0.5275715360131412; P: 3.0004609670307707e-34 
+
+Iteration: 1800 - Loss: 1.4759055376052856 
+Pearsonr: 0.5471358389271468; P: 3.3681338402269625e-37 
+Spearmanr: 0.5278011131195433; P: 2.777660795184448e-34 
+
+Iteration: 1850 - Loss: 1.383879542350769 
+Pearsonr: 0.5469467087752115; P: 3.6044661360144546e-37 
+Spearmanr: 0.5244104795560584; P: 8.629357966401377e-34 
+
+Iteration: 1900 - Loss: 1.488646149635315 
+Pearsonr: 0.555153305483837; P: 1.8259120027155793e-38 
+Spearmanr: 0.5353902871436377; P: 2.0961214488929375e-35 
+
+Iteration: 1950 - Loss: 1.4696532487869263 
+Pearsonr: 0.5527433252088094; P: 4.4218770704164124e-38 
+Spearmanr: 0.5332809804107436; P: 4.327032922819521e-35 
+
+Iteration: 2000 - Loss: 1.4972569942474365 
+Pearsonr: 0.5569956813820548; P: 9.240708819322334e-39 
+Spearmanr: 0.5354147156122046; P: 2.078537928371736e-35 
+
+Iteration: 2050 - Loss: 1.4483983516693115 
+Pearsonr: 0.5599271649064964; P: 3.09930775625734e-39 
+Spearmanr: 0.5367860553528117; P: 1.2939033426981243e-35 
+
+Iteration: 2100 - Loss: 1.4449430704116821 
+Pearsonr: 0.5627683428566251; P: 1.0639330838746943e-39 
+Spearmanr: 0.5410799110266923; P: 2.8919824488737416e-36 
+
+Iteration: 2150 - Loss: 1.4603276252746582 
+Pearsonr: 0.5637787618990117; P: 7.255907754884604e-40 
+Spearmanr: 0.5401294100456078; P: 4.0368745813461125e-36 
+
+Iteration: 2200 - Loss: 1.4233267307281494 
+Pearsonr: 0.5621229479305018; P: 1.3576529396986416e-39 
+Spearmanr: 0.5394346820739105; P: 5.1478455321606046e-36 
+
+Iteration: 2250 - Loss: 1.505149245262146 
+Pearsonr: 0.5676517523901338; P: 1.652826977268198e-40 
+Spearmanr: 0.544389747588199; P: 8.97805257117938e-37 
+
+Iteration: 2300 - Loss: 1.4003651142120361 
+Pearsonr: 0.5705661600029736; P: 5.359767533565918e-41 
+Spearmanr: 0.5489425955270146; P: 1.7582959419389653e-37 
+
+Iteration: 2350 - Loss: 1.335023283958435 
+Pearsonr: 0.5666280689140226; P: 2.4483016042960877e-40 
+Spearmanr: 0.5427659803390678; P: 1.5962926516938808e-36 
+
+Iteration: 2400 - Loss: 1.357408046722412 
+Pearsonr: 0.5623432120535342; P: 1.2493422416508592e-39 
+Spearmanr: 0.539947869281788; P: 4.301880658975793e-36 
+
+Iteration: 2450 - Loss: 1.3417304754257202 
+Pearsonr: 0.5698858903800147; P: 6.978172808001561e-41 
+Spearmanr: 0.5482540535757814; P: 2.2535954652439547e-37 
+
+Iteration: 2500 - Loss: 1.3872480392456055 
+Pearsonr: 0.5710383395493626; P: 4.461155155428248e-41 
+Spearmanr: 0.5478399689406429; P: 2.6156302730708167e-37 
+
+Iteration: 2550 - Loss: 1.4962761402130127 
+Pearsonr: 0.570454263112772; P: 5.597756848400464e-41 
+Spearmanr: 0.5468261559337895; P: 3.763603217259937e-37 
+
+Iteration: 2600 - Loss: 1.4077749252319336 
+Pearsonr: 0.5696817053445989; P: 7.552417732090647e-41 
+Spearmanr: 0.5461226539126587; P: 4.84111651717203e-37 
+
+Iteration: 2650 - Loss: 1.350053071975708 
+Pearsonr: 0.5737465400231396; P: 1.5482291617802077e-41 
+Spearmanr: 0.5509050158352187; P: 8.640137954232842e-38 
+
+Iteration: 2700 - Loss: 1.4000037908554077 
+Pearsonr: 0.5741731773217671; P: 1.3093030569182524e-41 
+Spearmanr: 0.5506921031104745; P: 9.334646767737996e-38 
+
+Iteration: 2750 - Loss: 1.356350302696228 
+Pearsonr: 0.5764505235484069; P: 5.32915499334363e-42 
+Spearmanr: 0.5545777445563917; P: 2.2568518066998107e-38 
+
+Iteration: 2800 - Loss: 1.4075326919555664 
+Pearsonr: 0.574578510222883; P: 1.1163011546107578e-41 
+Spearmanr: 0.5514339837075449; P: 7.128462257785693e-38 
+
+Iteration: 2850 - Loss: 1.3363819122314453 
+Pearsonr: 0.5765869224042279; P: 5.0487025396019814e-42 
+Spearmanr: 0.5526582476554885; P: 4.561525661848293e-38 
+
+Iteration: 2900 - Loss: 1.3116998672485352 
+Pearsonr: 0.5778297178176196; P: 3.081391952298527e-42 
+Spearmanr: 0.5558083838927727; P: 1.4339198847564737e-38 
+
+Iteration: 2950 - Loss: 1.2245854139328003 
+Pearsonr: 0.5792173372867631; P: 1.771084182568703e-42 
+Spearmanr: 0.5562393854002002; P: 1.2227677901873063e-38 
+
+Iteration: 3000 - Loss: 1.3932772874832153 
+Pearsonr: 0.5762916658943674; P: 5.675301143898713e-42 
+Spearmanr: 0.5535087623466249; P: 3.3415068331984204e-38 
+
+Iteration: 3050 - Loss: 1.2384408712387085 
+Pearsonr: 0.576991763214161; P: 4.299608757772929e-42 
+Spearmanr: 0.5535321177300093; P: 3.3130281613679545e-38 
+
+Iteration: 3100 - Loss: 1.2967345714569092 
+Pearsonr: 0.5788231350101853; P: 2.0733895304202053e-42 
+Spearmanr: 0.5564089959816968; P: 1.1483963053657618e-38 
+
+Iteration: 3150 - Loss: 1.3770761489868164 
+Pearsonr: 0.5781706515551754; P: 2.6900568074890937e-42 
+Spearmanr: 0.5531456176963275; P: 3.816827120145158e-38 
+
+Iteration: 3200 - Loss: 1.2901973724365234 
+Pearsonr: 0.5746024209480787; P: 1.1058411898491718e-41 
+Spearmanr: 0.5498804088538822; P: 1.2528081961338347e-37 
+
+Iteration: 3250 - Loss: 1.3701791763305664 
+Pearsonr: 0.5713518554908933; P: 3.948736397205516e-41 
+Spearmanr: 0.5454721118014183; P: 6.106974460318592e-37 
+
+Iteration: 3300 - Loss: 1.2755473852157593 
+Pearsonr: 0.5735278197222636; P: 1.6869924304500755e-41 
+Spearmanr: 0.5479916526873255; P: 2.4767738549117824e-37 
+
+Iteration: 3350 - Loss: 1.2035390138626099 
+Pearsonr: 0.579988540826428; P: 1.3003879223880126e-42 
+Spearmanr: 0.551907466763669; P: 5.999370349592611e-38 
+
+Iteration: 0 - Loss: 1.2492246627807617 
+Pearsonr: 0.5777677656291856; P: 3.158333289495472e-42 
+Spearmanr: 0.5514699004998306; P: 7.035891524209977e-38 
+
+Iteration: 50 - Loss: 1.3658735752105713 
+Pearsonr: 0.5793308040030314; P: 1.6924731271952436e-42 
+Spearmanr: 0.5510446431542623; P: 8.212734521765331e-38 
+
+Iteration: 100 - Loss: 1.3432697057724 
+Pearsonr: 0.586075131787372; P: 1.1029258700604236e-43 
+Spearmanr: 0.5613235998723383; P: 1.8348353592954094e-39 
+
+Iteration: 150 - Loss: 1.2903051376342773 
+Pearsonr: 0.5847695575447553; P: 1.880593470992316e-43 
+Spearmanr: 0.5573214340001306; P: 8.188736455010842e-39 
+
+Iteration: 200 - Loss: 1.2962552309036255 
+Pearsonr: 0.5804099400268573; P: 1.098022289318817e-42 
+Spearmanr: 0.5541231982976064; P: 2.667174743322772e-38 
+
+Iteration: 250 - Loss: 1.179907202720642 
+Pearsonr: 0.5847401736174244; P: 1.903262606905035e-43 
+Spearmanr: 0.5582791940868616; P: 5.735318140168895e-39 
+
+Iteration: 300 - Loss: 1.254341959953308 
+Pearsonr: 0.578852026801702; P: 2.0495940151307176e-42 
+Spearmanr: 0.5536424561358358; P: 3.1817040457697637e-38 
+
+Iteration: 350 - Loss: 1.2183161973953247 
+Pearsonr: 0.5852632056130026; P: 1.5374190919528536e-43 
+Spearmanr: 0.5593650931689175; P: 3.82470458422231e-39 
+
+Iteration: 400 - Loss: 1.2650326490402222 
+Pearsonr: 0.5822257229318721; P: 5.282547530475212e-43 
+Spearmanr: 0.5579739960364203; P: 6.425330521001584e-39 
+
+Iteration: 450 - Loss: 1.2609564065933228 
+Pearsonr: 0.5818058066492071; P: 6.259035235920471e-43 
+Spearmanr: 0.5554299635592885; P: 1.648856159235776e-38 
+
+Iteration: 500 - Loss: 1.296566367149353 
+Pearsonr: 0.5817662059781157; P: 6.359878876491559e-43 
+Spearmanr: 0.555575840021454; P: 1.5624606405441122e-38 
+
+Iteration: 550 - Loss: 1.142163634300232 
+Pearsonr: 0.5829930825317938; P: 3.872152068634736e-43 
+Spearmanr: 0.5545725053757946; P: 2.2612047218399258e-38 
+
+Iteration: 600 - Loss: 1.1203668117523193 
+Pearsonr: 0.5884516442278429; P: 4.149472851503556e-44 
+Spearmanr: 0.5627115408719455; P: 1.0870306193023986e-39 
+
+Iteration: 650 - Loss: 1.2108311653137207 
+Pearsonr: 0.5851983586816318; P: 1.578684696154612e-43 
+Spearmanr: 0.5573149954890354; P: 8.208331544839231e-39 
+
+Iteration: 700 - Loss: 1.228357195854187 
+Pearsonr: 0.5834261178041299; P: 3.248423831310834e-43 
+Spearmanr: 0.5569777311284342; P: 9.302419494366492e-39 
+
+Iteration: 750 - Loss: 1.199306845664978 
+Pearsonr: 0.5820526292750806; P: 5.6652801758021045e-43 
+Spearmanr: 0.5532711055400249; P: 3.645448548900868e-38 
+
+Iteration: 800 - Loss: 1.1799713373184204 
+Pearsonr: 0.586195168285886; P: 1.0499926665296455e-43 
+Spearmanr: 0.558709059386449; P: 4.8862915821929136e-39 
+
+Iteration: 850 - Loss: 1.2403417825698853 
+Pearsonr: 0.5898546889605896; P: 2.321095610564369e-44 
+Spearmanr: 0.5608029010681833; P: 2.2315950282615176e-39 
+
+Iteration: 900 - Loss: 1.2353265285491943 
+Pearsonr: 0.5846320701709425; P: 1.9890188469360888e-43 
+Spearmanr: 0.5565649720691094; P: 1.0839680859254484e-38 
+
+Iteration: 950 - Loss: 1.2313740253448486 
+Pearsonr: 0.5791868640600978; P: 1.7928060402617375e-42 
+Spearmanr: 0.5526189222396819; P: 4.627543586810761e-38 
+
+Iteration: 1000 - Loss: 1.2091856002807617 
+Pearsonr: 0.583471553767376; P: 3.189058278378501e-43 
+Spearmanr: 0.5557361084495968; P: 1.47270610489433e-38 
+
+Iteration: 1050 - Loss: 1.1974472999572754 
+Pearsonr: 0.5834131192221957; P: 3.2656081368000263e-43 
+Spearmanr: 0.5548825007482283; P: 2.0174352012143525e-38 
+
+Iteration: 1100 - Loss: 1.1768085956573486 
+Pearsonr: 0.5868775515542926; P: 7.935775576200232e-44 
+Spearmanr: 0.5593276614328447; P: 3.878592386574761e-39 
+
+Iteration: 1150 - Loss: 1.215149164199829 
+Pearsonr: 0.5836855935184038; P: 2.9235525139081167e-43 
+Spearmanr: 0.5539634979733837; P: 2.8282265778469753e-38 
+
+Iteration: 1200 - Loss: 1.209676742553711 
+Pearsonr: 0.5821720822595393; P: 5.398328496890375e-43 
+Spearmanr: 0.5524676172289461; P: 4.890494695108681e-38 
+
+Iteration: 1250 - Loss: 1.2087843418121338 
+Pearsonr: 0.5852007167145198; P: 1.5771650889355606e-43 
+Spearmanr: 0.5582454234649411; P: 5.807902854441906e-39 
+
+Iteration: 1300 - Loss: 1.18808913230896 
+Pearsonr: 0.584225763859948; P: 2.3470000933679403e-43 
+Spearmanr: 0.553673891219418; P: 3.145243450329519e-38 
+
+Iteration: 1350 - Loss: 1.1649045944213867 
+Pearsonr: 0.5848816538176899; P: 1.7965453986783278e-43 
+Spearmanr: 0.5564358231112598; P: 1.1370508859404291e-38 
+
+Iteration: 1400 - Loss: 1.1562399864196777 
+Pearsonr: 0.5866881847364284; P: 8.577532550959272e-44 
+Spearmanr: 0.5566664101801867; P: 1.0440031902645239e-38 
+
+Iteration: 1450 - Loss: 1.1297394037246704 
+Pearsonr: 0.5834153849591968; P: 3.2626063285767266e-43 
+Spearmanr: 0.553714920946985; P: 3.0982764514957005e-38 
+
+Iteration: 1500 - Loss: 1.1746817827224731 
+Pearsonr: 0.5839900508163263; P: 2.5832331035484314e-43 
+Spearmanr: 0.5550600647846071; P: 1.8897298871781828e-38 
+
+Iteration: 1550 - Loss: 1.2122669219970703 
+Pearsonr: 0.5826737218954785; P: 4.4069183600154904e-43 
+Spearmanr: 0.5522129173047414; P: 5.366973463972553e-38 
+
+Iteration: 1600 - Loss: 1.1577377319335938 
+Pearsonr: 0.583968882621682; P: 2.605567648748734e-43 
+Spearmanr: 0.5565289921541658; P: 1.0985047377343099e-38 
+
+Iteration: 1650 - Loss: 0.9966049790382385 
+Pearsonr: 0.5862839325797651; P: 1.0124772148698962e-43 
+Spearmanr: 0.5550172676226217; P: 1.9197573304867719e-38 
+
+Iteration: 1700 - Loss: 1.1528681516647339 
+Pearsonr: 0.5858944856634368; P: 1.1876128184468589e-43 
+Spearmanr: 0.5559018685489677; P: 1.3852496472845097e-38 
+
+Iteration: 1750 - Loss: 1.1606507301330566 
+Pearsonr: 0.5864844737277586; P: 9.325429171059948e-44 
+Spearmanr: 0.557080557937983; P: 8.954363825522682e-39 
+
+Iteration: 1800 - Loss: 1.1065962314605713 
+Pearsonr: 0.5864409759514393; P: 9.49331529557061e-44 
+Spearmanr: 0.5578160631466161; P: 6.814071619262158e-39 
+
+Iteration: 1850 - Loss: 1.0916862487792969 
+Pearsonr: 0.5848459360803464; P: 1.8229135448432244e-43 
+Spearmanr: 0.5561403459501191; P: 1.2683816065257e-38 
+
+Iteration: 1900 - Loss: 1.0710183382034302 
+Pearsonr: 0.5865157333285512; P: 9.20659935627731e-44 
+Spearmanr: 0.5575647718459322; P: 7.481181014409937e-39 
+
+Iteration: 1950 - Loss: 1.2048709392547607 
+Pearsonr: 0.5828782798452431; P: 4.05654112808834e-43 
+Spearmanr: 0.5542428157341289; P: 2.5525283941586214e-38 
+
+Iteration: 2000 - Loss: 1.1210904121398926 
+Pearsonr: 0.5884539234567524; P: 4.1455682327324364e-44 
+Spearmanr: 0.5605082445015939; P: 2.4926399628536252e-39 
+
+Iteration: 2050 - Loss: 1.1487681865692139 
+Pearsonr: 0.5868285352630592; P: 8.097172937445922e-44 
+Spearmanr: 0.5572372914972892; P: 8.448513243205384e-39 
+
+Iteration: 2100 - Loss: 1.0805233716964722 
+Pearsonr: 0.5893586332063805; P: 2.8512558984783653e-44 
+Spearmanr: 0.560519038476077; P: 2.4825638586233612e-39 
+
+Iteration: 2150 - Loss: 1.0243706703186035 
+Pearsonr: 0.5921399573565128; P: 8.955685195233089e-45 
+Spearmanr: 0.5619819691931452; P: 1.4318082787448444e-39 
+
+Iteration: 2200 - Loss: 1.0562760829925537 
+Pearsonr: 0.5868214880034116; P: 8.120643706943446e-44 
+Spearmanr: 0.5563776871434302; P: 1.1617789834334972e-38 
+
+Iteration: 2250 - Loss: 1.1360195875167847 
+Pearsonr: 0.5906635185705588; P: 1.658385604158688e-44 
+Spearmanr: 0.5610495212921903; P: 2.0340735133068517e-39 
+
+Iteration: 2300 - Loss: 1.0840426683425903 
+Pearsonr: 0.5907989071666058; P: 1.5674919814543996e-44 
+Spearmanr: 0.5621917889076575; P: 1.3228382406632703e-39 
+
+Iteration: 2350 - Loss: 1.1629093885421753 
+Pearsonr: 0.5866398553664495; P: 8.749398844450408e-44 
+Spearmanr: 0.5571439330864096; P: 8.746307162560985e-39 
+
+Iteration: 2400 - Loss: 1.074250340461731 
+Pearsonr: 0.5920675539992235; P: 9.231095178005499e-45 
+Spearmanr: 0.5624623957416268; P: 1.1943529036996472e-39 
+
+Iteration: 2450 - Loss: 1.0855436325073242 
+Pearsonr: 0.5869246375874142; P: 7.783739226543295e-44 
+Spearmanr: 0.5559561540346719; P: 1.3577423855220222e-38 
+
+Iteration: 2500 - Loss: 1.0681689977645874 
+Pearsonr: 0.588175665261393; P: 4.650241475001322e-44 
+Spearmanr: 0.5586757306231329; P: 4.947406663619104e-39 
+
+Iteration: 2550 - Loss: 1.0380293130874634 
+Pearsonr: 0.5870135198249009; P: 7.504575738842431e-44 
+Spearmanr: 0.5580115540178088; P: 6.33616745221929e-39 
+
+Iteration: 2600 - Loss: 1.0978549718856812 
+Pearsonr: 0.590884676634887; P: 1.512484742827473e-44 
+Spearmanr: 0.5612881249386572; P: 1.8594911902443646e-39 
+
+Iteration: 2650 - Loss: 1.0255272388458252 
+Pearsonr: 0.5836798628494383; P: 2.9303670232218984e-43 
+Spearmanr: 0.5535005564011116; P: 3.3515703239924166e-38 
+
+Iteration: 2700 - Loss: 1.1098967790603638 
+Pearsonr: 0.590568530668511; P: 1.725256973570129e-44 
+Spearmanr: 0.560819628572499; P: 2.217616785169383e-39 
+
+Iteration: 2750 - Loss: 1.1086293458938599 
+Pearsonr: 0.5907237783262707; P: 1.6173019941531218e-44 
+Spearmanr: 0.5600543925920444; P: 2.95506340739938e-39 
+
+Iteration: 2800 - Loss: 1.0308712720870972 
+Pearsonr: 0.5849404376980214; P: 1.7539699097989535e-43 
+Spearmanr: 0.5564106371707994; P: 1.1476990229028068e-38 
+
+Iteration: 2850 - Loss: 1.0723475217819214 
+Pearsonr: 0.5871078019783734; P: 7.219298132673231e-44 
+Spearmanr: 0.5572631717869855; P: 8.367754186977107e-39 
+
+Iteration: 2900 - Loss: 1.0750914812088013 
+Pearsonr: 0.5851132036635122; P: 1.634545559897726e-43 
+Spearmanr: 0.5558884234228574; P: 1.39214737169215e-38 
+
+Iteration: 2950 - Loss: 1.001875400543213 
+Pearsonr: 0.5863334914603957; P: 9.921129578350247e-44 
+Spearmanr: 0.5568418280462005; P: 9.783077452522332e-39 
+
+Iteration: 3000 - Loss: 0.9768906831741333 
+Pearsonr: 0.5892226066227825; P: 3.016536606130357e-44 
+Spearmanr: 0.5572146935857983; P: 8.519660975109237e-39 
+
+Iteration: 3050 - Loss: 1.0951590538024902 
+Pearsonr: 0.5894298015010826; P: 2.76839312834675e-44 
+Spearmanr: 0.5591302768819182; P: 4.1754429973789414e-39 
+
+Iteration: 3100 - Loss: 1.1309911012649536 
+Pearsonr: 0.5860058108372017; P: 1.1346911865340771e-43 
+Spearmanr: 0.5565075935731734; P: 1.1072416493473212e-38 
+
+Iteration: 3150 - Loss: 1.103509545326233 
+Pearsonr: 0.592406898863679; P: 8.008875099170124e-45 
+Spearmanr: 0.5642970557904528; P: 5.95944721962313e-40 
+
+Iteration: 3200 - Loss: 1.0492167472839355 
+Pearsonr: 0.5918943544504055; P: 9.924463417474776e-45 
+Spearmanr: 0.5619993910466969; P: 1.4224313015967638e-39 
+
+Iteration: 3250 - Loss: 0.9625868797302246 
+Pearsonr: 0.5901212890765055; P: 2.0778425481949133e-44 
+Spearmanr: 0.5609316081674283; P: 2.1262504798036045e-39 
+
+Iteration: 3300 - Loss: 1.2033003568649292 
+Pearsonr: 0.5894617259190251; P: 2.732002987004607e-44 
+Spearmanr: 0.5588465405351275; P: 4.6420010111918545e-39 
+
+Iteration: 3350 - Loss: 1.0644841194152832 
+Pearsonr: 0.5902073548167763; P: 2.0048479541289221e-44 
+Spearmanr: 0.5604814173720307; P: 2.5178587820197605e-39 
+
+Iteration: 0 - Loss: 0.9600979089736938 
+Pearsonr: 0.5925372747502564; P: 7.583226659447907e-45 
+Spearmanr: 0.5605408789156741; P: 2.4622992484816214e-39 
+
+Iteration: 50 - Loss: 0.997836172580719 
+Pearsonr: 0.5943534725189153; P: 3.534530732265064e-45 
+Spearmanr: 0.5634269099527419; P: 8.291617319793829e-40 
+
+Iteration: 100 - Loss: 1.041969656944275 
+Pearsonr: 0.5904081809037814; P: 1.8442626895128628e-44 
+Spearmanr: 0.5603099762334582; P: 2.6850998366528685e-39 
+
+Iteration: 150 - Loss: 1.0717135667800903 
+Pearsonr: 0.5913837143086141; P: 1.2283749365406795e-44 
+Spearmanr: 0.5610156875476119; P: 2.0601097176287935e-39 
+
+Iteration: 200 - Loss: 0.9629520773887634 
+Pearsonr: 0.5924630635768978; P: 7.822680175331445e-45 
+Spearmanr: 0.5646756023692524; P: 5.160292388798587e-40 
+
+Iteration: 250 - Loss: 0.9663751721382141 
+Pearsonr: 0.5897270814190693; P: 2.447320253214196e-44 
+Spearmanr: 0.5592321568516002; P: 4.0195161577156875e-39 
+
+Iteration: 300 - Loss: 1.0126690864562988 
+Pearsonr: 0.5891633743552163; P: 3.0914440782030795e-44 
+Spearmanr: 0.5565829620265811; P: 1.0767714018215007e-38 
+
+Iteration: 350 - Loss: 0.9999234080314636 
+Pearsonr: 0.5955527659566622; P: 2.12940923318431e-45 
+Spearmanr: 0.5644405967142797; P: 5.642922759372908e-40 
+
+Iteration: 400 - Loss: 1.003057599067688 
+Pearsonr: 0.5903318481518446; P: 1.9037392456464038e-44 
+Spearmanr: 0.559879164094004; P: 3.155522945222354e-39 
+
+Iteration: 450 - Loss: 1.0198609828948975 
+Pearsonr: 0.5905319446476494; P: 1.751720827583713e-44 
+Spearmanr: 0.5597147926931045; P: 3.3557867090618696e-39 
+
+Iteration: 500 - Loss: 1.0983026027679443 
+Pearsonr: 0.5888812266467743; P: 3.474360744315315e-44 
+Spearmanr: 0.5587274912025253; P: 4.852814966547081e-39 
+
+Iteration: 550 - Loss: 0.963094174861908 
+Pearsonr: 0.5926889293255838; P: 7.116263509441971e-45 
+Spearmanr: 0.5621779019229425; P: 1.3297892752365769e-39 
+
+Iteration: 600 - Loss: 1.0925689935684204 
+Pearsonr: 0.5904094279576184; P: 1.8433064743374516e-44 
+Spearmanr: 0.5577377910509497; P: 7.015281248138187e-39 
+
+Iteration: 650 - Loss: 1.0130369663238525 
+Pearsonr: 0.592151925984231; P: 8.9109500811269e-45 
+Spearmanr: 0.5610423884318593; P: 2.039535223424518e-39 
+
+Iteration: 700 - Loss: 0.8943966627120972 
+Pearsonr: 0.5924403288834909; P: 7.897526445184965e-45 
+Spearmanr: 0.5631164727217037; P: 9.326280522086014e-40 
+
+Iteration: 750 - Loss: 0.9856262803077698 
+Pearsonr: 0.5926237308750147; P: 7.313416564694913e-45 
+Spearmanr: 0.5635187534198344; P: 8.007924655081944e-40 
+
+Iteration: 800 - Loss: 0.9804320931434631 
+Pearsonr: 0.5936298874782232; P: 4.793633025124597e-45 
+Spearmanr: 0.5636311748733681; P: 7.673733746029013e-40 
+
+Iteration: 850 - Loss: 0.9708532691001892 
+Pearsonr: 0.5953598751929932; P: 2.3105606656101455e-45 
+Spearmanr: 0.5657509599674563; P: 3.4244970131072506e-40 
+
+Iteration: 900 - Loss: 0.9506592154502869 
+Pearsonr: 0.5932503527048845; P: 5.622666080175974e-45 
+Spearmanr: 0.5606806324800334; P: 2.3364542659618006e-39 
+
+Iteration: 950 - Loss: 0.9448496699333191 
+Pearsonr: 0.5939598770632483; P: 4.1721134801505124e-45 
+Spearmanr: 0.5645602141508023; P: 5.3919231708757135e-40 
+
+Iteration: 1000 - Loss: 1.0831325054168701 
+Pearsonr: 0.5928870636751895; P: 6.548900200572507e-45 
+Spearmanr: 0.5624070371707401; P: 1.2195895143720464e-39 
+
+Iteration: 1050 - Loss: 0.9873242378234863 
+Pearsonr: 0.5953583656390538; P: 2.312036977967199e-45 
+Spearmanr: 0.5656506580642193; P: 3.5582317634492687e-40 
+
+Iteration: 1100 - Loss: 0.9926398992538452 
+Pearsonr: 0.5917942864568388; P: 1.0348351219181606e-44 
+Spearmanr: 0.5628426466321869; P: 1.0344515584949173e-39 
+
+Iteration: 1150 - Loss: 0.9627538919448853 
+Pearsonr: 0.5924467939720236; P: 7.876170369549743e-45 
+Spearmanr: 0.5614490245933779; P: 1.750231978709393e-39 
+
+Iteration: 1200 - Loss: 1.003267526626587 
+Pearsonr: 0.5921402886407049; P: 8.954443963321675e-45 
+Spearmanr: 0.5618364083442688; P: 1.5125858724891374e-39 
+
+Iteration: 1250 - Loss: 0.9192540645599365 
+Pearsonr: 0.5936803603950078; P: 4.692938865933803e-45 
+Spearmanr: 0.5626540992533516; P: 1.1108935457248286e-39 
+
+Iteration: 1300 - Loss: 0.8497568368911743 
+Pearsonr: 0.590409349917188; P: 1.8433662997078158e-44 
+Spearmanr: 0.5586020664814856; P: 5.0851850584386894e-39 
+
+Iteration: 1350 - Loss: 0.9452748894691467 
+Pearsonr: 0.5959629083099579; P: 1.7897187259335956e-45 
+Spearmanr: 0.5628724405266663; P: 1.0228589296946413e-39 
+
+Iteration: 1400 - Loss: 0.915696382522583 
+Pearsonr: 0.5896223672463905; P: 2.555965805723994e-44 
+Spearmanr: 0.5561973457101084; P: 1.2419276736192774e-38 
+
+Iteration: 1450 - Loss: 0.9733738899230957 
+Pearsonr: 0.5920922878496004; P: 9.136080121066683e-45 
+Spearmanr: 0.5623702366612453; P: 1.2366576448007858e-39 
+
+Iteration: 1500 - Loss: 0.9534756541252136 
+Pearsonr: 0.5918396299891648; P: 1.015409650740936e-44 
+Spearmanr: 0.5604361584263914; P: 2.5609787505353252e-39 
+
+Iteration: 1550 - Loss: 1.0482501983642578 
+Pearsonr: 0.5901957595016254; P: 2.014532011295248e-44 
+Spearmanr: 0.560448025486057; P: 2.549602263114449e-39 
+
+Iteration: 1600 - Loss: 1.1045513153076172 
+Pearsonr: 0.5902532834777517; P: 1.9669411757136442e-44 
+Spearmanr: 0.5590898152582713; P: 4.239019155666845e-39 
+
+Iteration: 1650 - Loss: 0.9791132211685181 
+Pearsonr: 0.596661016635472; P: 1.3306660662772921e-45 
+Spearmanr: 0.5649332690583736; P: 4.678046358738309e-40 
+
+Iteration: 1700 - Loss: 0.8486632704734802 
+Pearsonr: 0.5918341108192525; P: 1.0177546338895283e-44 
+Spearmanr: 0.5608121659356852; P: 2.223842142552174e-39 
+
+Iteration: 1750 - Loss: 0.9504074454307556 
+Pearsonr: 0.5959450034303033; P: 1.8033577971769806e-45 
+Spearmanr: 0.5641954914340598; P: 6.1939767114987555e-40 
+
+Iteration: 1800 - Loss: 0.9308677911758423 
+Pearsonr: 0.5939523603839526; P: 4.1853389078679974e-45 
+Spearmanr: 0.5631522001460159; P: 9.200973798225228e-40 
+
+Iteration: 1850 - Loss: 0.9382160902023315 
+Pearsonr: 0.5949148260857701; P: 2.7889285274715944e-45 
+Spearmanr: 0.5648052563083643; P: 4.911774152527003e-40 
+
+Iteration: 1900 - Loss: 0.9627690315246582 
+Pearsonr: 0.5931541218312804; P: 5.854542583806507e-45 
+Spearmanr: 0.5613838188878751; P: 1.7937214484353935e-39 
+
+Iteration: 1950 - Loss: 0.9805030822753906 
+Pearsonr: 0.5968162669993425; P: 1.2456656354979917e-45 
+Spearmanr: 0.5657507074768251; P: 3.4248273294593945e-40 
+
+Iteration: 2000 - Loss: 0.9864041805267334 
+Pearsonr: 0.5938363004190224; P: 4.3949005265143144e-45 
+Spearmanr: 0.5627143182688886; P: 1.0858897718341023e-39 
+
+Iteration: 2050 - Loss: 0.9673317074775696 
+Pearsonr: 0.5949082745367; P: 2.7966584503837963e-45 
+Spearmanr: 0.5630299315578661; P: 9.63685951295054e-40 
+
+Iteration: 2100 - Loss: 0.9986386895179749 
+Pearsonr: 0.597636191646303; P: 8.784958613693988e-46 
+Spearmanr: 0.5665521758628546; P: 2.520529578473617e-40 
+
+Iteration: 2150 - Loss: 0.9814187288284302 
+Pearsonr: 0.5930873641712398; P: 6.020947298174741e-45 
+Spearmanr: 0.5589125037125238; P: 4.529126523636195e-39 
+
+Iteration: 2200 - Loss: 0.8608850240707397 
+Pearsonr: 0.5930390007144317; P: 6.144423081259571e-45 
+Spearmanr: 0.5602263387118792; P: 2.7706376520291362e-39 
+
+Iteration: 2250 - Loss: 0.9680694341659546 
+Pearsonr: 0.5969010946113725; P: 1.2015203401836197e-45 
+Spearmanr: 0.5633800729406575; P: 8.440102879079866e-40 
+
+Iteration: 2300 - Loss: 0.9767525792121887 
+Pearsonr: 0.5941104334069492; P: 3.9157720348906103e-45 
+Spearmanr: 0.5609145650498235; P: 2.1399117032458282e-39 
+
+Iteration: 2350 - Loss: 0.9262117743492126 
+Pearsonr: 0.5923244999585368; P: 8.290021287471868e-45 
+Spearmanr: 0.5600753493144325; P: 2.9319504403388817e-39 
+
+Iteration: 2400 - Loss: 0.8695364594459534 
+Pearsonr: 0.5973587373399903; P: 9.888022106345726e-46 
+Spearmanr: 0.5650425975016754; P: 4.487183278617223e-40 
+
+Iteration: 2450 - Loss: 0.9315820932388306 
+Pearsonr: 0.594903071891515; P: 2.802811985361917e-45 
+Spearmanr: 0.5621924832568933; P: 1.3224916357038222e-39 
+
+Iteration: 2500 - Loss: 0.854112446308136 
+Pearsonr: 0.5994011273343649; P: 4.1285024027568525e-46 
+Spearmanr: 0.5660902442531072; P: 3.0079893729554618e-40 
+
+Iteration: 2550 - Loss: 0.9576390385627747 
+Pearsonr: 0.5949744489229828; P: 2.7195485477329052e-45 
+Spearmanr: 0.5625846643297766; P: 1.1404327784356346e-39 
+
+Iteration: 2600 - Loss: 0.8983650207519531 
+Pearsonr: 0.5942408166005645; P: 3.706439320057104e-45 
+Spearmanr: 0.5616877544851604; P: 1.5997404190766856e-39 
+
+Iteration: 2650 - Loss: 1.1061993837356567 
+Pearsonr: 0.5937675623013556; P: 4.523888476465533e-45 
+Spearmanr: 0.5596638527082636; P: 3.4203692604167496e-39 
+
+Iteration: 2700 - Loss: 0.954529345035553 
+Pearsonr: 0.5966509546322001; P: 1.3363694290253105e-45 
+Spearmanr: 0.5610287539377755; P: 2.0500157780252507e-39 
+
+Iteration: 2750 - Loss: 0.8722856044769287 
+Pearsonr: 0.5966217813163752; P: 1.3530429044603622e-45 
+Spearmanr: 0.5633086180920331; P: 8.671725005852718e-40 
+
+Iteration: 2800 - Loss: 0.9372815489768982 
+Pearsonr: 0.5946626050588909; P: 3.1023710625346506e-45 
+Spearmanr: 0.5623349510955377; P: 1.2532453736830991e-39 
+
+Iteration: 2850 - Loss: 0.9300816059112549 
+Pearsonr: 0.5940806637801909; P: 3.9651881797433665e-45 
+Spearmanr: 0.5608974588095609; P: 2.153710983881435e-39 
+
+Iteration: 2900 - Loss: 0.8690837621688843 
+Pearsonr: 0.5969750732609982; P: 1.1642898461673535e-45 
+Spearmanr: 0.5632651897034698; P: 8.815565126271257e-40 
+
+Iteration: 2950 - Loss: 0.8200832009315491 
+Pearsonr: 0.5971011988120845; P: 1.1034357001807855e-45 
+Spearmanr: 0.565344576296569; P: 3.999171090601686e-40 
+
+Iteration: 3000 - Loss: 0.8922886252403259 
+Pearsonr: 0.5990824840629262; P: 4.7331593996027634e-46 
+Spearmanr: 0.5667347265891991; P: 2.3502495368555074e-40 
+
+Iteration: 3050 - Loss: 0.9605531096458435 
+Pearsonr: 0.5963276682340218; P: 1.53309990343001e-45 
+Spearmanr: 0.5639559409477259; P: 6.783992461182889e-40 
+
+Iteration: 3100 - Loss: 0.9302756190299988 
+Pearsonr: 0.5940066486770101; P: 4.0907461450194514e-45 
+Spearmanr: 0.5613489751807721; P: 1.8173980027645215e-39 
+
+Iteration: 3150 - Loss: 0.8573094606399536 
+Pearsonr: 0.5956740271516173; P: 2.0228140340293097e-45 
+Spearmanr: 0.5626508168751463; P: 1.1122727133950208e-39 
+
+Iteration: 3200 - Loss: 0.7603270411491394 
+Pearsonr: 0.5938369016900933; P: 4.3937884799534415e-45 
+Spearmanr: 0.5603927300378282; P: 2.603042392411792e-39 
+
+Iteration: 3250 - Loss: 0.9229857325553894 
+Pearsonr: 0.5969788043672083; P: 1.162442741193695e-45 
+Spearmanr: 0.5648382694583913; P: 4.85041338261084e-40 
+
+Iteration: 3300 - Loss: 0.8213746547698975 
+Pearsonr: 0.5966392750478288; P: 1.3430200805126779e-45 
+Spearmanr: 0.5625386479122437; P: 1.1604367553753148e-39 
+
+Iteration: 3350 - Loss: 0.9602588415145874 
+Pearsonr: 0.6020486317566729; P: 1.3183054688879935e-46 
+Spearmanr: 0.5691362912276865; P: 9.326273668210681e-41 
+