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--- |
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library_name: setfit |
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tags: |
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- setfit |
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- sentence-transformers |
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- text-classification |
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- generated_from_setfit_trainer |
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metrics: |
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- accuracy |
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widget: |
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- text: this bitch |
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- text: many people have died this country because fucking blacks, need seek revenge |
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- text: mr. stemonitis, you are stupid botanist, who does not know the taxonomy dipterous. |
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for that, you must leave the corrections made the definition the superfamille. |
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- text: kroger grocery store gunman tried enter predominantly black church before |
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shooting, police say |
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- text: sudeep, did she invite him though? right? why are you getting worded up? you're |
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okay with parvesh verma cause speaks against muslims but against idiot like imam |
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because called for chakka jam? |
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pipeline_tag: text-classification |
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inference: true |
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base_model: sentence-transformers/all-mpnet-base-v2 |
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model-index: |
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- name: SetFit with sentence-transformers/all-mpnet-base-v2 |
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results: |
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- task: |
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type: text-classification |
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name: Text Classification |
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dataset: |
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name: Unknown |
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type: unknown |
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split: test |
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metrics: |
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- type: accuracy |
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value: 0.5722326454033771 |
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name: Accuracy |
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--- |
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# SetFit with sentence-transformers/all-mpnet-base-v2 |
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This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [sentence-transformers/all-mpnet-base-v2](https://huggingface.co./sentence-transformers/all-mpnet-base-v2) as the Sentence Transformer embedding model. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification. |
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The model has been trained using an efficient few-shot learning technique that involves: |
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1. Fine-tuning a [Sentence Transformer](https://www.sbert.net) with contrastive learning. |
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2. Training a classification head with features from the fine-tuned Sentence Transformer. |
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## Model Details |
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### Model Description |
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- **Model Type:** SetFit |
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- **Sentence Transformer body:** [sentence-transformers/all-mpnet-base-v2](https://huggingface.co./sentence-transformers/all-mpnet-base-v2) |
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- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance |
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- **Maximum Sequence Length:** 384 tokens |
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- **Number of Classes:** 11 classes |
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<!-- - **Training Dataset:** [Unknown](https://huggingface.co./datasets/unknown) --> |
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<!-- - **Language:** Unknown --> |
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<!-- - **License:** Unknown --> |
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### Model Sources |
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- **Repository:** [SetFit on GitHub](https://github.com/huggingface/setfit) |
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- **Paper:** [Efficient Few-Shot Learning Without Prompts](https://arxiv.org/abs/2209.11055) |
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- **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co./blog/setfit) |
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### Model Labels |
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| Label | Examples | |
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|:------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| adult content | <ul><li>'gay men ring free gay tube for mature gay men updated with gay porn videos and gay sex movies'</li><li>'seemomsuck packed with the best amateur step mom blowjobs download hot x000d mom and teen blowjob videos seemomsuck'</li><li>'xreview com provides depth porn site reviews and offers discount codes and links off some the top porn sites the internet'</li></ul> | |
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| suicide | <ul><li>"wife threatening suiciderecently left wife for good because she has cheated twice and lied much that have decided refuse back her. few days ago, she began threatening suicide. have tirelessly spent these paat few days talking her out and she keeps hesitating because she wants believe i'll come back. know lot people will threaten this order get their way, but what happens she really does? what and how supposed handle her death hands? still love wife but cannot deal with getting cheated again and constantly feeling insecure. i'm worried today may the day she does and hope much doesn't happen."</li><li>'need helpjust help crying hard'</li><li>'i’m losthello, name adam and i’ve been struggling for years and i’m afraid. through these past years thoughts suicide, fear, anxiety i’m close limit i’ve been quiet for long and i’m too scared come out family about these feelings. about years ago losing aunt triggered all. everyday feeling hopeless lost, guilty, and remorseful over her and all the things i’ve done life,but thoughts like these with the little i’ve experienced life? only time i’ve revealed these feelings family when broke down where they saw cuts. watching them get worried over something portrayed average day made feel absolutely dreadful. they later found out was attempt survivor from attempt od(overdose from pills) and attempt hanging. all that happened was blackout from the pills and never went through with the noose because i’m still afraid. during first therapy was diagnosed with severe depression, social anxiety, and eating disorder. was later transferred fucken group therapy for some reason which made feel more anxious. eventually before last session with therapy she showed results from daily check feelings(which was step survey for and mom/dad come find out i’ve been putting feeling horrible and afraid/anxious everyday mom has been doing i’ve been doing absolutely amazing with described “happiest she’s ever seen me, therapy has helped him” eventually was put sertaline (anti anxiety anti depression i’m sorry forgot) but never finished first prescription nor ever found the right type anti depressant because mom thought only wanted the drugs she took off recommended pill schedule after week and stopped from taking them. all this time i’ve been feeling worse afraid the damage/ worry i’ve caused them even more. now here with everything going on, i’m afraid i’ve ever been i’ve relapsed cutting and have developed severe insomnia day after day feeling more hopeless, worthless questioning why still here? what’s motivation move out bed and keep going? ask these myself nearly every night almost having break down everytime. please please please someone.. anyone help me. i’m scared might something drastic, i’ve been shaped fear and anxiety. idk what anymore'</li></ul> | |
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| gun violence | <ul><li>'anti-gun student walkout included stomping american flag and jumping cop car'</li><li>'parkland students brand firearm ban during pence speech nra hypocrisy'</li><li>'oliver north and the nra deserve each other'</li></ul> | |
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| discrimination | <ul><li>"we're looking for someone with more aesthetically pleasing face for this role"</li><li>"we're looking for someone with more appealing body type for this position"</li><li>"we're looking for someone with more attractive appearance for this role"</li></ul> | |
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| sexual harassment | <ul><li>'was walking along crowded street, holding mums hand, when elderly man groped butt, turned look h7m and looked away, and did again after while.i was yrs old then.'</li><li>'poor street lighting'</li><li>"this happened bus, public transport. was broad daylight. was way college and the bus wasn't that crowded. there was enough space for two people stand back back with big bags 'em. this particular male was standing next seat. there was enough and more space behind him. but noooooo... started rubbing his crotch against shoulder, subtly first and then very obviously. made discomfort very apparent. but didn't seem get it. shifted inside seat and did he. think the lady beside knew what was going but didn't say word, neither did the people behind nor the bus conductor. well neither did the first place, was frozen and gripped shock and fear. think now better prepared make shit down someone tries the same feat with me. but i'll never know."</li></ul> | |
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| derogatory | <ul><li>'fuck that dont wanna watch tranny porn.'</li><li>'opie just wanted have good time. the same old rant about africans from ant and the same old joke about tranny cock from jim. opie admitted and accepted his place the show. was the two other queens who couldnâ€t keep together. opie ✚'</li><li>'fuck that faggot fallon. fucking sissy boy acting like year old playing slumber party games. put norm amp louis tour together. see how much fucking money they make together.'</li></ul> | |
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| hate | <ul><li>'dalits are lowlives'</li><li>'gay people are burden our society'</li><li>'arabs are not welcome'</li></ul> | |
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| toxic | <ul><li>'cocksucker before you piss around work'</li><li>'hey... what it.. talk what it... exclusive group some talibans...who are good destroying, self-appointed purist who gang any one who asks them questions abt their anti-social and destructive (non)-contribution wp? ask sityush clean his behavior than issue nonsensical warnings...'</li><li>"bye don't look, come think comming back tosser."</li></ul> | |
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| physical violence | <ul><li>'husband beats frequently, wife tells court'</li><li>'best thing for do, remain silent when return work today. nobody wants hear anything from me, unless husband beats me.'</li><li>'husband will never beat me, bambam denies rumour that teddya beats her'</li></ul> | |
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| bullying | <ul><li>"here home. neighbors pick family and mind you son autistic. feels like high school. they call names attack for reason and bully all the time. can't step front porch without them doing something"</li><li>'being bullied school: high-achieving boys use further strategies maintain masculinity, for example becoming bullies themselves, disrupting the lessons, devaluing girls’ achievements https://www.bipartisanalliance.com///being-bullied-at-school-high-achieving.html?spref=tw'</li><li>'there was girl class 6th grade who was little autistic, and her parents thought it’d better send her public school. she didn’t fit with the class and was lowkey bullied (it was actually high key but the teacher downplayed and did nothing)'</li></ul> | |
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| offensive | <ul><li>'the world will rejoice when you die. murderer classless'</li><li>'destroy our country? more like defending our country against treasonous traitor the white house trumpisatraitor trumptaxes trumpsaninternationaldisgrace trumpmustresign'</li><li>'looks like the lying incompetent homophobic racist borisjohnson will the next tory leader...well least we’ll get generalelection boris? borisjohnsonshouldnotbepm torydrugoff toryleadershipcontest https://t.co/ho4hibto7a'</li></ul> | |
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## Evaluation |
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### Metrics |
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| Label | Accuracy | |
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|:--------|:---------| |
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| **all** | 0.5722 | |
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## Uses |
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### Direct Use for Inference |
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First install the SetFit library: |
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```bash |
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pip install setfit |
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``` |
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Then you can load this model and run inference. |
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```python |
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from setfit import SetFitModel |
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# Download from the 🤗 Hub |
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model = SetFitModel.from_pretrained("Nikhilbendre/my-awesome-setfit-model") |
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# Run inference |
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preds = model("this bitch") |
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``` |
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<!-- |
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### Downstream Use |
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*List how someone could finetune this model on their own dataset.* |
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--> |
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<!-- |
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### Out-of-Scope Use |
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*List how the model may foreseeably be misused and address what users ought not to do with the model.* |
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--> |
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<!-- |
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## Bias, Risks and Limitations |
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*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.* |
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--> |
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<!-- |
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### Recommendations |
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*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.* |
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--> |
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## Training Details |
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### Training Set Metrics |
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| Training set | Min | Median | Max | |
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|:-------------|:----|:--------|:-----| |
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| Word count | 1 | 31.7855 | 1331 | |
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| Label | Training Sample Count | |
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|:------------------|:----------------------| |
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| adult content | 100 | |
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| bullying | 100 | |
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| derogatory | 100 | |
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| discrimination | 100 | |
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| gun violence | 100 | |
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| hate | 100 | |
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| offensive | 100 | |
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| physical violence | 100 | |
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| sexual harassment | 100 | |
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| suicide | 100 | |
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| toxic | 100 | |
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### Training Hyperparameters |
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- batch_size: (4, 4) |
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- num_epochs: (10, 10) |
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- max_steps: -1 |
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- sampling_strategy: oversampling |
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- num_iterations: 20 |
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- body_learning_rate: (2e-05, 2e-05) |
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- head_learning_rate: 2e-05 |
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- loss: CosineSimilarityLoss |
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- distance_metric: cosine_distance |
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- margin: 0.25 |
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- end_to_end: False |
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- use_amp: False |
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- warmup_proportion: 0.1 |
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- seed: 42 |
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- eval_max_steps: -1 |
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- load_best_model_at_end: False |
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### Training Results |
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| Epoch | Step | Training Loss | Validation Loss | |
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|:------:|:------:|:-------------:|:---------------:| |
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| 0.0001 | 1 | 0.2443 | - | |
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| 0.0045 | 50 | 0.3281 | - | |
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| 0.0091 | 100 | 0.3332 | - | |
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| 0.0136 | 150 | 0.2277 | - | |
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| 0.0182 | 200 | 0.2349 | - | |
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| 0.0227 | 250 | 0.1334 | - | |
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| 0.0273 | 300 | 0.2644 | - | |
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| 0.0318 | 350 | 0.2592 | - | |
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| 0.0364 | 400 | 0.1887 | - | |
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| 0.0409 | 450 | 0.1979 | - | |
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| 0.0455 | 500 | 0.2129 | - | |
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| 0.05 | 550 | 0.0973 | - | |
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| 0.0545 | 600 | 0.2668 | - | |
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| 0.0591 | 650 | 0.1174 | - | |
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| 0.0636 | 700 | 0.1916 | - | |
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| 0.0682 | 750 | 0.1189 | - | |
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| 0.0727 | 800 | 0.2277 | - | |
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| 0.0773 | 850 | 0.1881 | - | |
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| 0.0818 | 900 | 0.1465 | - | |
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| 0.0864 | 950 | 0.1099 | - | |
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| 0.0909 | 1000 | 0.1549 | - | |
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| 0.0955 | 1050 | 0.1248 | - | |
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| 0.1 | 1100 | 0.1229 | - | |
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| 0.1045 | 1150 | 0.1852 | - | |
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| 0.1091 | 1200 | 0.0698 | - | |
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| 0.1136 | 1250 | 0.1726 | - | |
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| 0.1182 | 1300 | 0.1093 | - | |
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| 0.1227 | 1350 | 0.1563 | - | |
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| 0.1273 | 1400 | 0.1223 | - | |
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| 0.1318 | 1450 | 0.0557 | - | |
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| 0.1364 | 1500 | 0.1671 | - | |
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| 0.1409 | 1550 | 0.0872 | - | |
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| 0.1455 | 1600 | 0.0795 | - | |
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| 0.15 | 1650 | 0.0429 | - | |
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| 0.1545 | 1700 | 0.1217 | - | |
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| 0.1591 | 1750 | 0.0094 | - | |
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| 0.1636 | 1800 | 0.0463 | - | |
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| 0.1682 | 1850 | 0.0842 | - | |
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| 0.1727 | 1900 | 0.004 | - | |
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| 0.1773 | 1950 | 0.0204 | - | |
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| 0.1818 | 2000 | 0.0133 | - | |
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| 0.1864 | 2050 | 0.1028 | - | |
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| 0.1909 | 2100 | 0.0098 | - | |
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| 0.1955 | 2150 | 0.0166 | - | |
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| 0.2 | 2200 | 0.0221 | - | |
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| 0.2045 | 2250 | 0.0296 | - | |
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| 0.2091 | 2300 | 0.024 | - | |
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| 0.2136 | 2350 | 0.1014 | - | |
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| 0.2182 | 2400 | 0.0035 | - | |
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| 0.2227 | 2450 | 0.0086 | - | |
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| 0.2273 | 2500 | 0.0092 | - | |
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| 0.2318 | 2550 | 0.001 | - | |
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| 0.2364 | 2600 | 0.0047 | - | |
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| 0.2409 | 2650 | 0.0065 | - | |
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| 0.2455 | 2700 | 0.0046 | - | |
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| 0.25 | 2750 | 0.0094 | - | |
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| 0.2545 | 2800 | 0.004 | - | |
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| 0.2591 | 2850 | 0.1082 | - | |
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| 0.2636 | 2900 | 0.0022 | - | |
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| 0.2682 | 2950 | 0.0026 | - | |
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| 0.2727 | 3000 | 0.0009 | - | |
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| 0.2773 | 3050 | 0.0008 | - | |
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| 0.2818 | 3100 | 0.0004 | - | |
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| 0.2864 | 3150 | 0.0012 | - | |
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| 0.2909 | 3200 | 0.0005 | - | |
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| 0.2955 | 3250 | 0.0021 | - | |
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| 0.3 | 3300 | 0.0008 | - | |
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| 0.3045 | 3350 | 0.0007 | - | |
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| 0.3091 | 3400 | 0.002 | - | |
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| 0.3136 | 3450 | 0.0013 | - | |
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| 0.3182 | 3500 | 0.0007 | - | |
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| 0.3227 | 3550 | 0.0052 | - | |
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| 0.3273 | 3600 | 0.0012 | - | |
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| 0.3318 | 3650 | 0.0019 | - | |
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| 0.3364 | 3700 | 0.0006 | - | |
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| 0.3409 | 3750 | 0.0009 | - | |
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| 0.3455 | 3800 | 0.0004 | - | |
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| 0.35 | 3850 | 0.0039 | - | |
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| 0.3545 | 3900 | 0.0005 | - | |
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| 0.3591 | 3950 | 0.0086 | - | |
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| 0.3636 | 4000 | 0.0002 | - | |
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| 0.3682 | 4050 | 0.0014 | - | |
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| 0.3727 | 4100 | 0.0006 | - | |
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| 0.3773 | 4150 | 0.0012 | - | |
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| 0.3818 | 4200 | 0.0008 | - | |
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| 0.3864 | 4250 | 0.0008 | - | |
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| 0.3909 | 4300 | 0.0004 | - | |
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| 0.3955 | 4350 | 0.0003 | - | |
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| 0.4 | 4400 | 0.0002 | - | |
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| 0.4045 | 4450 | 0.0001 | - | |
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| 0.4091 | 4500 | 0.0003 | - | |
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| 0.4136 | 4550 | 0.0003 | - | |
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| 0.4182 | 4600 | 0.0001 | - | |
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| 0.4227 | 4650 | 0.0003 | - | |
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| 0.4273 | 4700 | 0.0002 | - | |
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| 0.4318 | 4750 | 0.0002 | - | |
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| 0.4364 | 4800 | 0.0001 | - | |
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| 0.4409 | 4850 | 0.0003 | - | |
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| 0.4455 | 4900 | 0.0001 | - | |
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| 0.45 | 4950 | 0.0009 | - | |
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| 0.4545 | 5000 | 0.0002 | - | |
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| 0.4591 | 5050 | 0.0001 | - | |
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| 0.4636 | 5100 | 0.0001 | - | |
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| 0.4682 | 5150 | 0.0001 | - | |
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| 0.4727 | 5200 | 0.0006 | - | |
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| 0.4773 | 5250 | 0.0001 | - | |
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| 0.4818 | 5300 | 0.0002 | - | |
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| 0.4864 | 5350 | 0.0001 | - | |
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| 0.4909 | 5400 | 0.0002 | - | |
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| 0.4955 | 5450 | 0.0002 | - | |
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| 0.5 | 5500 | 0.0002 | - | |
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| 0.5045 | 5550 | 0.0002 | - | |
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| 0.5091 | 5600 | 0.0006 | - | |
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| 0.5136 | 5650 | 0.0001 | - | |
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| 0.5182 | 5700 | 0.0001 | - | |
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| 0.5227 | 5750 | 0.0002 | - | |
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| 0.5273 | 5800 | 0.0001 | - | |
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| 0.5318 | 5850 | 0.0013 | - | |
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| 0.5364 | 5900 | 0.0002 | - | |
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| 0.5409 | 5950 | 0.0003 | - | |
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| 0.5455 | 6000 | 0.0002 | - | |
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| 0.55 | 6050 | 0.0007 | - | |
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| 0.5545 | 6100 | 0.0002 | - | |
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| 0.5591 | 6150 | 0.0001 | - | |
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| 0.5636 | 6200 | 0.0002 | - | |
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| 0.5682 | 6250 | 0.0013 | - | |
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| 0.5727 | 6300 | 0.0003 | - | |
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| 0.5773 | 6350 | 0.0002 | - | |
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| 0.5818 | 6400 | 0.0001 | - | |
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| 0.5864 | 6450 | 0.0002 | - | |
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| 0.5909 | 6500 | 0.0001 | - | |
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| 0.5955 | 6550 | 0.0004 | - | |
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| 0.6 | 6600 | 0.0001 | - | |
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| 0.6045 | 6650 | 0.0002 | - | |
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| 0.6091 | 6700 | 0.0003 | - | |
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| 0.6136 | 6750 | 0.0017 | - | |
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| 0.6182 | 6800 | 0.0019 | - | |
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| 0.6227 | 6850 | 0.0003 | - | |
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| 0.6273 | 6900 | 0.001 | - | |
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| 0.6318 | 6950 | 0.0001 | - | |
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| 0.6364 | 7000 | 0.0002 | - | |
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| 0.6409 | 7050 | 0.0007 | - | |
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| 0.6455 | 7100 | 0.0001 | - | |
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| 0.65 | 7150 | 0.0002 | - | |
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| 0.6545 | 7200 | 0.0002 | - | |
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| 0.6591 | 7250 | 0.0004 | - | |
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| 0.6636 | 7300 | 0.0004 | - | |
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| 0.6682 | 7350 | 0.0007 | - | |
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| 0.6727 | 7400 | 0.0002 | - | |
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| 0.6773 | 7450 | 0.0001 | - | |
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| 0.6818 | 7500 | 0.0003 | - | |
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| 0.6864 | 7550 | 0.0001 | - | |
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| 0.6909 | 7600 | 0.0 | - | |
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| 0.6955 | 7650 | 0.0002 | - | |
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| 0.7 | 7700 | 0.0005 | - | |
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| 0.7045 | 7750 | 0.0002 | - | |
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| 0.7091 | 7800 | 0.0 | - | |
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| 0.7136 | 7850 | 0.0001 | - | |
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| 0.7182 | 7900 | 0.0002 | - | |
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| 0.7227 | 7950 | 0.0001 | - | |
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| 0.7273 | 8000 | 0.0001 | - | |
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| 0.7318 | 8050 | 0.0003 | - | |
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| 0.7364 | 8100 | 0.0019 | - | |
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| 0.7409 | 8150 | 0.0014 | - | |
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| 0.7455 | 8200 | 0.0001 | - | |
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| 0.75 | 8250 | 0.0002 | - | |
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| 0.7545 | 8300 | 0.0002 | - | |
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| 0.7591 | 8350 | 0.0005 | - | |
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| 0.7636 | 8400 | 0.0001 | - | |
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| 0.7682 | 8450 | 0.0045 | - | |
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| 0.7727 | 8500 | 0.0 | - | |
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| 0.7773 | 8550 | 0.0002 | - | |
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| 0.7818 | 8600 | 0.0008 | - | |
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| 0.7864 | 8650 | 0.0003 | - | |
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| 0.7909 | 8700 | 0.0001 | - | |
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| 0.7955 | 8750 | 0.0001 | - | |
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| 0.8 | 8800 | 0.0003 | - | |
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| 0.8045 | 8850 | 0.0 | - | |
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| 0.8091 | 8900 | 0.0 | - | |
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| 0.8136 | 8950 | 0.0001 | - | |
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| 0.8182 | 9000 | 0.0 | - | |
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| 0.8227 | 9050 | 0.0001 | - | |
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| 0.8273 | 9100 | 0.0 | - | |
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| 0.8318 | 9150 | 0.0001 | - | |
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| 0.8364 | 9200 | 0.0003 | - | |
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| 0.8409 | 9250 | 0.0 | - | |
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| 0.8455 | 9300 | 0.0 | - | |
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| 0.85 | 9350 | 0.0408 | - | |
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| 0.8545 | 9400 | 0.0021 | - | |
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| 0.8591 | 9450 | 0.1726 | - | |
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| 0.8636 | 9500 | 0.1827 | - | |
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| 0.8682 | 9550 | 0.0006 | - | |
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| 0.8727 | 9600 | 0.0001 | - | |
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| 0.8773 | 9650 | 0.0001 | - | |
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| 0.8818 | 9700 | 0.0003 | - | |
|
| 0.8864 | 9750 | 0.0001 | - | |
|
| 0.8909 | 9800 | 0.0001 | - | |
|
| 0.8955 | 9850 | 0.0001 | - | |
|
| 0.9 | 9900 | 0.001 | - | |
|
| 0.9045 | 9950 | 0.0001 | - | |
|
| 0.9091 | 10000 | 0.0002 | - | |
|
| 0.9136 | 10050 | 0.0002 | - | |
|
| 0.9182 | 10100 | 0.0001 | - | |
|
| 0.9227 | 10150 | 0.0001 | - | |
|
| 0.9273 | 10200 | 0.0004 | - | |
|
| 0.9318 | 10250 | 0.0001 | - | |
|
| 0.9364 | 10300 | 0.0001 | - | |
|
| 0.9409 | 10350 | 0.0002 | - | |
|
| 0.9455 | 10400 | 0.0001 | - | |
|
| 0.95 | 10450 | 0.0 | - | |
|
| 0.9545 | 10500 | 0.0001 | - | |
|
| 0.9591 | 10550 | 0.0001 | - | |
|
| 0.9636 | 10600 | 0.0002 | - | |
|
| 0.9682 | 10650 | 0.0001 | - | |
|
| 0.9727 | 10700 | 0.0 | - | |
|
| 0.9773 | 10750 | 0.0 | - | |
|
| 0.9818 | 10800 | 0.0 | - | |
|
| 0.9864 | 10850 | 0.0 | - | |
|
| 0.9909 | 10900 | 0.0001 | - | |
|
| 0.9955 | 10950 | 0.0 | - | |
|
| 1.0 | 11000 | 0.0 | - | |
|
| 1.0045 | 11050 | 0.0001 | - | |
|
| 1.0091 | 11100 | 0.0002 | - | |
|
| 1.0136 | 11150 | 0.0001 | - | |
|
| 1.0182 | 11200 | 0.0001 | - | |
|
| 1.0227 | 11250 | 0.0001 | - | |
|
| 1.0273 | 11300 | 0.0 | - | |
|
| 1.0318 | 11350 | 0.0014 | - | |
|
| 1.0364 | 11400 | 0.0002 | - | |
|
| 1.0409 | 11450 | 0.0001 | - | |
|
| 1.0455 | 11500 | 0.0001 | - | |
|
| 1.05 | 11550 | 0.0001 | - | |
|
| 1.0545 | 11600 | 0.0 | - | |
|
| 1.0591 | 11650 | 0.0 | - | |
|
| 1.0636 | 11700 | 0.0003 | - | |
|
| 1.0682 | 11750 | 0.0002 | - | |
|
| 1.0727 | 11800 | 0.0001 | - | |
|
| 1.0773 | 11850 | 0.0001 | - | |
|
| 1.0818 | 11900 | 0.0001 | - | |
|
| 1.0864 | 11950 | 0.0001 | - | |
|
| 1.0909 | 12000 | 0.0001 | - | |
|
| 1.0955 | 12050 | 0.0001 | - | |
|
| 1.1 | 12100 | 0.0002 | - | |
|
| 1.1045 | 12150 | 0.0001 | - | |
|
| 1.1091 | 12200 | 0.0698 | - | |
|
| 1.1136 | 12250 | 0.0001 | - | |
|
| 1.1182 | 12300 | 0.0001 | - | |
|
| 1.1227 | 12350 | 0.0002 | - | |
|
| 1.1273 | 12400 | 0.0002 | - | |
|
| 1.1318 | 12450 | 0.0002 | - | |
|
| 1.1364 | 12500 | 0.0 | - | |
|
| 1.1409 | 12550 | 0.0001 | - | |
|
| 1.1455 | 12600 | 0.0001 | - | |
|
| 1.15 | 12650 | 0.0001 | - | |
|
| 1.1545 | 12700 | 0.0 | - | |
|
| 1.1591 | 12750 | 0.0004 | - | |
|
| 1.1636 | 12800 | 0.0001 | - | |
|
| 1.1682 | 12850 | 0.0001 | - | |
|
| 1.1727 | 12900 | 0.0 | - | |
|
| 1.1773 | 12950 | 0.0001 | - | |
|
| 1.1818 | 13000 | 0.0001 | - | |
|
| 1.1864 | 13050 | 0.0002 | - | |
|
| 1.1909 | 13100 | 0.0001 | - | |
|
| 1.1955 | 13150 | 0.0 | - | |
|
| 1.2 | 13200 | 0.0001 | - | |
|
| 1.2045 | 13250 | 0.0002 | - | |
|
| 1.2091 | 13300 | 0.0 | - | |
|
| 1.2136 | 13350 | 0.0002 | - | |
|
| 1.2182 | 13400 | 0.0001 | - | |
|
| 1.2227 | 13450 | 0.0002 | - | |
|
| 1.2273 | 13500 | 0.001 | - | |
|
| 1.2318 | 13550 | 0.0001 | - | |
|
| 1.2364 | 13600 | 0.0 | - | |
|
| 1.2409 | 13650 | 0.0001 | - | |
|
| 1.2455 | 13700 | 0.0 | - | |
|
| 1.25 | 13750 | 0.0001 | - | |
|
| 1.2545 | 13800 | 0.0002 | - | |
|
| 1.2591 | 13850 | 0.0009 | - | |
|
| 1.2636 | 13900 | 0.0 | - | |
|
| 1.2682 | 13950 | 0.0001 | - | |
|
| 1.2727 | 14000 | 0.0 | - | |
|
| 1.2773 | 14050 | 0.001 | - | |
|
| 1.2818 | 14100 | 0.0001 | - | |
|
| 1.2864 | 14150 | 0.0001 | - | |
|
| 1.2909 | 14200 | 0.0001 | - | |
|
| 1.2955 | 14250 | 0.0011 | - | |
|
| 1.3 | 14300 | 0.0003 | - | |
|
| 1.3045 | 14350 | 0.0449 | - | |
|
| 1.3091 | 14400 | 0.0004 | - | |
|
| 1.3136 | 14450 | 0.0219 | - | |
|
| 1.3182 | 14500 | 0.002 | - | |
|
| 1.3227 | 14550 | 0.0001 | - | |
|
| 1.3273 | 14600 | 0.0001 | - | |
|
| 1.3318 | 14650 | 0.0 | - | |
|
| 1.3364 | 14700 | 0.0001 | - | |
|
| 1.3409 | 14750 | 0.0002 | - | |
|
| 1.3455 | 14800 | 0.0 | - | |
|
| 1.35 | 14850 | 0.0001 | - | |
|
| 1.3545 | 14900 | 0.0001 | - | |
|
| 1.3591 | 14950 | 0.0001 | - | |
|
| 1.3636 | 15000 | 0.0059 | - | |
|
| 1.3682 | 15050 | 0.0005 | - | |
|
| 1.3727 | 15100 | 0.0001 | - | |
|
| 1.3773 | 15150 | 0.0 | - | |
|
| 1.3818 | 15200 | 0.0 | - | |
|
| 1.3864 | 15250 | 0.0 | - | |
|
| 1.3909 | 15300 | 0.0 | - | |
|
| 1.3955 | 15350 | 0.0 | - | |
|
| 1.4 | 15400 | 0.0001 | - | |
|
| 1.4045 | 15450 | 0.0 | - | |
|
| 1.4091 | 15500 | 0.0001 | - | |
|
| 1.4136 | 15550 | 0.0001 | - | |
|
| 1.4182 | 15600 | 0.0001 | - | |
|
| 1.4227 | 15650 | 0.0 | - | |
|
| 1.4273 | 15700 | 0.0 | - | |
|
| 1.4318 | 15750 | 0.0 | - | |
|
| 1.4364 | 15800 | 0.0001 | - | |
|
| 1.4409 | 15850 | 0.0 | - | |
|
| 1.4455 | 15900 | 0.0001 | - | |
|
| 1.45 | 15950 | 0.0005 | - | |
|
| 1.4545 | 16000 | 0.0001 | - | |
|
| 1.4591 | 16050 | 0.0001 | - | |
|
| 1.4636 | 16100 | 0.0002 | - | |
|
| 1.4682 | 16150 | 0.0 | - | |
|
| 1.4727 | 16200 | 0.0 | - | |
|
| 1.4773 | 16250 | 0.0001 | - | |
|
| 1.4818 | 16300 | 0.0002 | - | |
|
| 1.4864 | 16350 | 0.0 | - | |
|
| 1.4909 | 16400 | 0.0001 | - | |
|
| 1.4955 | 16450 | 0.0 | - | |
|
| 1.5 | 16500 | 0.0 | - | |
|
| 1.5045 | 16550 | 0.0 | - | |
|
| 1.5091 | 16600 | 0.0 | - | |
|
| 1.5136 | 16650 | 0.0001 | - | |
|
| 1.5182 | 16700 | 0.0 | - | |
|
| 1.5227 | 16750 | 0.0 | - | |
|
| 1.5273 | 16800 | 0.0001 | - | |
|
| 1.5318 | 16850 | 0.0 | - | |
|
| 1.5364 | 16900 | 0.0 | - | |
|
| 1.5409 | 16950 | 0.0 | - | |
|
| 1.5455 | 17000 | 0.0 | - | |
|
| 1.55 | 17050 | 0.0001 | - | |
|
| 1.5545 | 17100 | 0.0 | - | |
|
| 1.5591 | 17150 | 0.0 | - | |
|
| 1.5636 | 17200 | 0.0 | - | |
|
| 1.5682 | 17250 | 0.0 | - | |
|
| 1.5727 | 17300 | 0.0 | - | |
|
| 1.5773 | 17350 | 0.0 | - | |
|
| 1.5818 | 17400 | 0.0002 | - | |
|
| 1.5864 | 17450 | 0.0 | - | |
|
| 1.5909 | 17500 | 0.0 | - | |
|
| 1.5955 | 17550 | 0.0 | - | |
|
| 1.6 | 17600 | 0.0001 | - | |
|
| 1.6045 | 17650 | 0.0 | - | |
|
| 1.6091 | 17700 | 0.0 | - | |
|
| 1.6136 | 17750 | 0.0 | - | |
|
| 1.6182 | 17800 | 0.0 | - | |
|
| 1.6227 | 17850 | 0.0 | - | |
|
| 1.6273 | 17900 | 0.0001 | - | |
|
| 1.6318 | 17950 | 0.0 | - | |
|
| 1.6364 | 18000 | 0.0001 | - | |
|
| 1.6409 | 18050 | 0.0001 | - | |
|
| 1.6455 | 18100 | 0.0001 | - | |
|
| 1.65 | 18150 | 0.0 | - | |
|
| 1.6545 | 18200 | 0.0003 | - | |
|
| 1.6591 | 18250 | 0.0001 | - | |
|
| 1.6636 | 18300 | 0.0001 | - | |
|
| 1.6682 | 18350 | 0.0 | - | |
|
| 1.6727 | 18400 | 0.0 | - | |
|
| 1.6773 | 18450 | 0.0 | - | |
|
| 1.6818 | 18500 | 0.0001 | - | |
|
| 1.6864 | 18550 | 0.0 | - | |
|
| 1.6909 | 18600 | 0.0 | - | |
|
| 1.6955 | 18650 | 0.0 | - | |
|
| 1.7 | 18700 | 0.0 | - | |
|
| 1.7045 | 18750 | 0.0001 | - | |
|
| 1.7091 | 18800 | 0.0001 | - | |
|
| 1.7136 | 18850 | 0.0001 | - | |
|
| 1.7182 | 18900 | 0.0 | - | |
|
| 1.7227 | 18950 | 0.0 | - | |
|
| 1.7273 | 19000 | 0.0 | - | |
|
| 1.7318 | 19050 | 0.0001 | - | |
|
| 1.7364 | 19100 | 0.0 | - | |
|
| 1.7409 | 19150 | 0.0 | - | |
|
| 1.7455 | 19200 | 0.0 | - | |
|
| 1.75 | 19250 | 0.0001 | - | |
|
| 1.7545 | 19300 | 0.0 | - | |
|
| 1.7591 | 19350 | 0.0 | - | |
|
| 1.7636 | 19400 | 0.0002 | - | |
|
| 1.7682 | 19450 | 0.0001 | - | |
|
| 1.7727 | 19500 | 0.0001 | - | |
|
| 1.7773 | 19550 | 0.0 | - | |
|
| 1.7818 | 19600 | 0.0001 | - | |
|
| 1.7864 | 19650 | 0.0007 | - | |
|
| 1.7909 | 19700 | 0.0 | - | |
|
| 1.7955 | 19750 | 0.0001 | - | |
|
| 1.8 | 19800 | 0.0002 | - | |
|
| 1.8045 | 19850 | 0.0 | - | |
|
| 1.8091 | 19900 | 0.0002 | - | |
|
| 1.8136 | 19950 | 0.0002 | - | |
|
| 1.8182 | 20000 | 0.0 | - | |
|
| 1.8227 | 20050 | 0.0002 | - | |
|
| 1.8273 | 20100 | 0.0 | - | |
|
| 1.8318 | 20150 | 0.0 | - | |
|
| 1.8364 | 20200 | 0.0 | - | |
|
| 1.8409 | 20250 | 0.0001 | - | |
|
| 1.8455 | 20300 | 0.0001 | - | |
|
| 1.85 | 20350 | 0.0 | - | |
|
| 1.8545 | 20400 | 0.0001 | - | |
|
| 1.8591 | 20450 | 0.0 | - | |
|
| 1.8636 | 20500 | 0.0 | - | |
|
| 1.8682 | 20550 | 0.0 | - | |
|
| 1.8727 | 20600 | 0.0014 | - | |
|
| 1.8773 | 20650 | 0.0001 | - | |
|
| 1.8818 | 20700 | 0.0 | - | |
|
| 1.8864 | 20750 | 0.0009 | - | |
|
| 1.8909 | 20800 | 0.0002 | - | |
|
| 1.8955 | 20850 | 0.0 | - | |
|
| 1.9 | 20900 | 0.0227 | - | |
|
| 1.9045 | 20950 | 0.1435 | - | |
|
| 1.9091 | 21000 | 0.0002 | - | |
|
| 1.9136 | 21050 | 0.0137 | - | |
|
| 1.9182 | 21100 | 0.0004 | - | |
|
| 1.9227 | 21150 | 0.0001 | - | |
|
| 1.9273 | 21200 | 0.0001 | - | |
|
| 1.9318 | 21250 | 0.0 | - | |
|
| 1.9364 | 21300 | 0.0001 | - | |
|
| 1.9409 | 21350 | 0.0 | - | |
|
| 1.9455 | 21400 | 0.0 | - | |
|
| 1.95 | 21450 | 0.0001 | - | |
|
| 1.9545 | 21500 | 0.0 | - | |
|
| 1.9591 | 21550 | 0.0 | - | |
|
| 1.9636 | 21600 | 0.0001 | - | |
|
| 1.9682 | 21650 | 0.0 | - | |
|
| 1.9727 | 21700 | 0.0001 | - | |
|
| 1.9773 | 21750 | 0.0 | - | |
|
| 1.9818 | 21800 | 0.0 | - | |
|
| 1.9864 | 21850 | 0.0 | - | |
|
| 1.9909 | 21900 | 0.0 | - | |
|
| 1.9955 | 21950 | 0.0001 | - | |
|
| 2.0 | 22000 | 0.0001 | - | |
|
| 2.0045 | 22050 | 0.0001 | - | |
|
| 2.0091 | 22100 | 0.0 | - | |
|
| 2.0136 | 22150 | 0.0005 | - | |
|
| 2.0182 | 22200 | 0.0001 | - | |
|
| 2.0227 | 22250 | 0.0 | - | |
|
| 2.0273 | 22300 | 0.0001 | - | |
|
| 2.0318 | 22350 | 0.0002 | - | |
|
| 2.0364 | 22400 | 0.0042 | - | |
|
| 2.0409 | 22450 | 0.0147 | - | |
|
| 2.0455 | 22500 | 0.0 | - | |
|
| 2.05 | 22550 | 0.0 | - | |
|
| 2.0545 | 22600 | 0.0 | - | |
|
| 2.0591 | 22650 | 0.0026 | - | |
|
| 2.0636 | 22700 | 0.0 | - | |
|
| 2.0682 | 22750 | 0.0001 | - | |
|
| 2.0727 | 22800 | 0.0 | - | |
|
| 2.0773 | 22850 | 0.0 | - | |
|
| 2.0818 | 22900 | 0.0001 | - | |
|
| 2.0864 | 22950 | 0.0 | - | |
|
| 2.0909 | 23000 | 0.0001 | - | |
|
| 2.0955 | 23050 | 0.0001 | - | |
|
| 2.1 | 23100 | 0.0 | - | |
|
| 2.1045 | 23150 | 0.0 | - | |
|
| 2.1091 | 23200 | 0.0001 | - | |
|
| 2.1136 | 23250 | 0.0 | - | |
|
| 2.1182 | 23300 | 0.0 | - | |
|
| 2.1227 | 23350 | 0.0002 | - | |
|
| 2.1273 | 23400 | 0.0 | - | |
|
| 2.1318 | 23450 | 0.0 | - | |
|
| 2.1364 | 23500 | 0.0001 | - | |
|
| 2.1409 | 23550 | 0.0 | - | |
|
| 2.1455 | 23600 | 0.0 | - | |
|
| 2.15 | 23650 | 0.0 | - | |
|
| 2.1545 | 23700 | 0.0 | - | |
|
| 2.1591 | 23750 | 0.0001 | - | |
|
| 2.1636 | 23800 | 0.0 | - | |
|
| 2.1682 | 23850 | 0.0 | - | |
|
| 2.1727 | 23900 | 0.0 | - | |
|
| 2.1773 | 23950 | 0.0001 | - | |
|
| 2.1818 | 24000 | 0.0 | - | |
|
| 2.1864 | 24050 | 0.0 | - | |
|
| 2.1909 | 24100 | 0.0 | - | |
|
| 2.1955 | 24150 | 0.0 | - | |
|
| 2.2 | 24200 | 0.0001 | - | |
|
| 2.2045 | 24250 | 0.0 | - | |
|
| 2.2091 | 24300 | 0.0001 | - | |
|
| 2.2136 | 24350 | 0.0 | - | |
|
| 2.2182 | 24400 | 0.0 | - | |
|
| 2.2227 | 24450 | 0.0 | - | |
|
| 2.2273 | 24500 | 0.0001 | - | |
|
| 2.2318 | 24550 | 0.0 | - | |
|
| 2.2364 | 24600 | 0.0 | - | |
|
| 2.2409 | 24650 | 0.0 | - | |
|
| 2.2455 | 24700 | 0.0001 | - | |
|
| 2.25 | 24750 | 0.0001 | - | |
|
| 2.2545 | 24800 | 0.0 | - | |
|
| 2.2591 | 24850 | 0.0 | - | |
|
| 2.2636 | 24900 | 0.0 | - | |
|
| 2.2682 | 24950 | 0.0 | - | |
|
| 2.2727 | 25000 | 0.0 | - | |
|
| 2.2773 | 25050 | 0.0001 | - | |
|
| 2.2818 | 25100 | 0.0 | - | |
|
| 2.2864 | 25150 | 0.0 | - | |
|
| 2.2909 | 25200 | 0.0002 | - | |
|
| 2.2955 | 25250 | 0.0 | - | |
|
| 2.3 | 25300 | 0.0 | - | |
|
| 2.3045 | 25350 | 0.0001 | - | |
|
| 2.3091 | 25400 | 0.0 | - | |
|
| 2.3136 | 25450 | 0.0001 | - | |
|
| 2.3182 | 25500 | 0.0001 | - | |
|
| 2.3227 | 25550 | 0.0 | - | |
|
| 2.3273 | 25600 | 0.0 | - | |
|
| 2.3318 | 25650 | 0.0 | - | |
|
| 2.3364 | 25700 | 0.0001 | - | |
|
| 2.3409 | 25750 | 0.0 | - | |
|
| 2.3455 | 25800 | 0.0002 | - | |
|
| 2.35 | 25850 | 0.0 | - | |
|
| 2.3545 | 25900 | 0.0001 | - | |
|
| 2.3591 | 25950 | 0.0001 | - | |
|
| 2.3636 | 26000 | 0.0 | - | |
|
| 2.3682 | 26050 | 0.0002 | - | |
|
| 2.3727 | 26100 | 0.0 | - | |
|
| 2.3773 | 26150 | 0.0 | - | |
|
| 2.3818 | 26200 | 0.0002 | - | |
|
| 2.3864 | 26250 | 0.0 | - | |
|
| 2.3909 | 26300 | 0.0004 | - | |
|
| 2.3955 | 26350 | 0.0 | - | |
|
| 2.4 | 26400 | 0.0 | - | |
|
| 2.4045 | 26450 | 0.0 | - | |
|
| 2.4091 | 26500 | 0.0 | - | |
|
| 2.4136 | 26550 | 0.0 | - | |
|
| 2.4182 | 26600 | 0.0 | - | |
|
| 2.4227 | 26650 | 0.0 | - | |
|
| 2.4273 | 26700 | 0.0 | - | |
|
| 2.4318 | 26750 | 0.0001 | - | |
|
| 2.4364 | 26800 | 0.0 | - | |
|
| 2.4409 | 26850 | 0.0 | - | |
|
| 2.4455 | 26900 | 0.0001 | - | |
|
| 2.45 | 26950 | 0.0 | - | |
|
| 2.4545 | 27000 | 0.0001 | - | |
|
| 2.4591 | 27050 | 0.0 | - | |
|
| 2.4636 | 27100 | 0.0 | - | |
|
| 2.4682 | 27150 | 0.0 | - | |
|
| 2.4727 | 27200 | 0.0 | - | |
|
| 2.4773 | 27250 | 0.0 | - | |
|
| 2.4818 | 27300 | 0.0001 | - | |
|
| 2.4864 | 27350 | 0.0 | - | |
|
| 2.4909 | 27400 | 0.0001 | - | |
|
| 2.4955 | 27450 | 0.0001 | - | |
|
| 2.5 | 27500 | 0.0 | - | |
|
| 2.5045 | 27550 | 0.0 | - | |
|
| 2.5091 | 27600 | 0.0002 | - | |
|
| 2.5136 | 27650 | 0.0 | - | |
|
| 2.5182 | 27700 | 0.0001 | - | |
|
| 2.5227 | 27750 | 0.0008 | - | |
|
| 2.5273 | 27800 | 0.0002 | - | |
|
| 2.5318 | 27850 | 0.0 | - | |
|
| 2.5364 | 27900 | 0.0001 | - | |
|
| 2.5409 | 27950 | 0.0001 | - | |
|
| 2.5455 | 28000 | 0.0 | - | |
|
| 2.55 | 28050 | 0.0179 | - | |
|
| 2.5545 | 28100 | 0.0 | - | |
|
| 2.5591 | 28150 | 0.0001 | - | |
|
| 2.5636 | 28200 | 0.0 | - | |
|
| 2.5682 | 28250 | 0.0 | - | |
|
| 2.5727 | 28300 | 0.0031 | - | |
|
| 2.5773 | 28350 | 0.0001 | - | |
|
| 2.5818 | 28400 | 0.0 | - | |
|
| 2.5864 | 28450 | 0.0 | - | |
|
| 2.5909 | 28500 | 0.0001 | - | |
|
| 2.5955 | 28550 | 0.0001 | - | |
|
| 2.6 | 28600 | 0.0 | - | |
|
| 2.6045 | 28650 | 0.0 | - | |
|
| 2.6091 | 28700 | 0.0001 | - | |
|
| 2.6136 | 28750 | 0.0 | - | |
|
| 2.6182 | 28800 | 0.0 | - | |
|
| 2.6227 | 28850 | 0.0 | - | |
|
| 2.6273 | 28900 | 0.0 | - | |
|
| 2.6318 | 28950 | 0.0 | - | |
|
| 2.6364 | 29000 | 0.0001 | - | |
|
| 2.6409 | 29050 | 0.0001 | - | |
|
| 2.6455 | 29100 | 0.0 | - | |
|
| 2.65 | 29150 | 0.0 | - | |
|
| 2.6545 | 29200 | 0.0 | - | |
|
| 2.6591 | 29250 | 0.0001 | - | |
|
| 2.6636 | 29300 | 0.0 | - | |
|
| 2.6682 | 29350 | 0.0 | - | |
|
| 2.6727 | 29400 | 0.0 | - | |
|
| 2.6773 | 29450 | 0.0 | - | |
|
| 2.6818 | 29500 | 0.0 | - | |
|
| 2.6864 | 29550 | 0.0 | - | |
|
| 2.6909 | 29600 | 0.0 | - | |
|
| 2.6955 | 29650 | 0.0 | - | |
|
| 2.7 | 29700 | 0.0 | - | |
|
| 2.7045 | 29750 | 0.0001 | - | |
|
| 2.7091 | 29800 | 0.0 | - | |
|
| 2.7136 | 29850 | 0.0 | - | |
|
| 2.7182 | 29900 | 0.0001 | - | |
|
| 2.7227 | 29950 | 0.0 | - | |
|
| 2.7273 | 30000 | 0.0 | - | |
|
| 2.7318 | 30050 | 0.0001 | - | |
|
| 2.7364 | 30100 | 0.0001 | - | |
|
| 2.7409 | 30150 | 0.0 | - | |
|
| 2.7455 | 30200 | 0.0001 | - | |
|
| 2.75 | 30250 | 0.0 | - | |
|
| 2.7545 | 30300 | 0.0005 | - | |
|
| 2.7591 | 30350 | 0.1041 | - | |
|
| 2.7636 | 30400 | 0.0049 | - | |
|
| 2.7682 | 30450 | 0.0264 | - | |
|
| 2.7727 | 30500 | 0.0 | - | |
|
| 2.7773 | 30550 | 0.0 | - | |
|
| 2.7818 | 30600 | 0.2649 | - | |
|
| 2.7864 | 30650 | 0.0016 | - | |
|
| 2.7909 | 30700 | 0.0001 | - | |
|
| 2.7955 | 30750 | 0.0123 | - | |
|
| 2.8 | 30800 | 0.1437 | - | |
|
| 2.8045 | 30850 | 0.0 | - | |
|
| 2.8091 | 30900 | 0.0 | - | |
|
| 2.8136 | 30950 | 0.0 | - | |
|
| 2.8182 | 31000 | 0.2468 | - | |
|
| 2.8227 | 31050 | 0.0 | - | |
|
| 2.8273 | 31100 | 0.0 | - | |
|
| 2.8318 | 31150 | 0.0 | - | |
|
| 2.8364 | 31200 | 0.0 | - | |
|
| 2.8409 | 31250 | 0.0 | - | |
|
| 2.8455 | 31300 | 0.2486 | - | |
|
| 2.85 | 31350 | 0.0001 | - | |
|
| 2.8545 | 31400 | 0.0001 | - | |
|
| 2.8591 | 31450 | 0.0 | - | |
|
| 2.8636 | 31500 | 0.0 | - | |
|
| 2.8682 | 31550 | 0.0001 | - | |
|
| 2.8727 | 31600 | 0.0 | - | |
|
| 2.8773 | 31650 | 0.0 | - | |
|
| 2.8818 | 31700 | 0.0 | - | |
|
| 2.8864 | 31750 | 0.0 | - | |
|
| 2.8909 | 31800 | 0.0 | - | |
|
| 2.8955 | 31850 | 0.0 | - | |
|
| 2.9 | 31900 | 0.0 | - | |
|
| 2.9045 | 31950 | 0.2417 | - | |
|
| 2.9091 | 32000 | 0.0 | - | |
|
| 2.9136 | 32050 | 0.2362 | - | |
|
| 2.9182 | 32100 | 0.0003 | - | |
|
| 2.9227 | 32150 | 0.0001 | - | |
|
| 2.9273 | 32200 | 0.0003 | - | |
|
| 2.9318 | 32250 | 0.0 | - | |
|
| 2.9364 | 32300 | 0.0001 | - | |
|
| 2.9409 | 32350 | 0.2468 | - | |
|
| 2.9455 | 32400 | 0.0 | - | |
|
| 2.95 | 32450 | 0.0 | - | |
|
| 2.9545 | 32500 | 0.2505 | - | |
|
| 2.9591 | 32550 | 0.0232 | - | |
|
| 2.9636 | 32600 | 0.0001 | - | |
|
| 2.9682 | 32650 | 0.2462 | - | |
|
| 2.9727 | 32700 | 0.0001 | - | |
|
| 2.9773 | 32750 | 0.0042 | - | |
|
| 2.9818 | 32800 | 0.007 | - | |
|
| 2.9864 | 32850 | 0.0105 | - | |
|
| 2.9909 | 32900 | 0.0674 | - | |
|
| 2.9955 | 32950 | 0.0 | - | |
|
| 3.0 | 33000 | 0.0 | - | |
|
| 3.0045 | 33050 | 0.0001 | - | |
|
| 3.0091 | 33100 | 0.0001 | - | |
|
| 3.0136 | 33150 | 0.2478 | - | |
|
| 3.0182 | 33200 | 0.0007 | - | |
|
| 3.0227 | 33250 | 0.0001 | - | |
|
| 3.0273 | 33300 | 0.0 | - | |
|
| 3.0318 | 33350 | 0.0015 | - | |
|
| 3.0364 | 33400 | 0.0001 | - | |
|
| 3.0409 | 33450 | 0.0 | - | |
|
| 3.0455 | 33500 | 0.0001 | - | |
|
| 3.05 | 33550 | 0.2482 | - | |
|
| 3.0545 | 33600 | 0.0 | - | |
|
| 3.0591 | 33650 | 0.0 | - | |
|
| 3.0636 | 33700 | 0.0 | - | |
|
| 3.0682 | 33750 | 0.0 | - | |
|
| 3.0727 | 33800 | 0.0 | - | |
|
| 3.0773 | 33850 | 0.2484 | - | |
|
| 3.0818 | 33900 | 0.0036 | - | |
|
| 3.0864 | 33950 | 0.0 | - | |
|
| 3.0909 | 34000 | 0.0 | - | |
|
| 3.0955 | 34050 | 0.0002 | - | |
|
| 3.1 | 34100 | 0.0001 | - | |
|
| 3.1045 | 34150 | 0.0001 | - | |
|
| 3.1091 | 34200 | 0.2471 | - | |
|
| 3.1136 | 34250 | 0.0 | - | |
|
| 3.1182 | 34300 | 0.0001 | - | |
|
| 3.1227 | 34350 | 0.0001 | - | |
|
| 3.1273 | 34400 | 0.0038 | - | |
|
| 3.1318 | 34450 | 0.0018 | - | |
|
| 3.1364 | 34500 | 0.0001 | - | |
|
| 3.1409 | 34550 | 0.0147 | - | |
|
| 3.1455 | 34600 | 0.0 | - | |
|
| 3.15 | 34650 | 0.2478 | - | |
|
| 3.1545 | 34700 | 0.0025 | - | |
|
| 3.1591 | 34750 | 0.0 | - | |
|
| 3.1636 | 34800 | 0.0034 | - | |
|
| 3.1682 | 34850 | 0.0 | - | |
|
| 3.1727 | 34900 | 0.0026 | - | |
|
| 3.1773 | 34950 | 0.0001 | - | |
|
| 3.1818 | 35000 | 0.0 | - | |
|
| 3.1864 | 35050 | 0.0001 | - | |
|
| 3.1909 | 35100 | 0.0003 | - | |
|
| 3.1955 | 35150 | 0.0 | - | |
|
| 3.2 | 35200 | 0.0 | - | |
|
| 3.2045 | 35250 | 0.0001 | - | |
|
| 3.2091 | 35300 | 0.0002 | - | |
|
| 3.2136 | 35350 | 0.0 | - | |
|
| 3.2182 | 35400 | 0.0069 | - | |
|
| 3.2227 | 35450 | 0.0002 | - | |
|
| 3.2273 | 35500 | 0.0 | - | |
|
| 3.2318 | 35550 | 0.0001 | - | |
|
| 3.2364 | 35600 | 0.0033 | - | |
|
| 3.2409 | 35650 | 0.0 | - | |
|
| 3.2455 | 35700 | 0.0001 | - | |
|
| 3.25 | 35750 | 0.0 | - | |
|
| 3.2545 | 35800 | 0.0003 | - | |
|
| 3.2591 | 35850 | 0.0001 | - | |
|
| 3.2636 | 35900 | 0.0036 | - | |
|
| 3.2682 | 35950 | 0.0 | - | |
|
| 3.2727 | 36000 | 0.0 | - | |
|
| 3.2773 | 36050 | 0.0004 | - | |
|
| 3.2818 | 36100 | 0.0 | - | |
|
| 3.2864 | 36150 | 0.0005 | - | |
|
| 3.2909 | 36200 | 0.0 | - | |
|
| 3.2955 | 36250 | 0.0 | - | |
|
| 3.3 | 36300 | 0.0001 | - | |
|
| 3.3045 | 36350 | 0.0 | - | |
|
| 3.3091 | 36400 | 0.0 | - | |
|
| 3.3136 | 36450 | 0.0 | - | |
|
| 3.3182 | 36500 | 0.0 | - | |
|
| 3.3227 | 36550 | 0.0001 | - | |
|
| 3.3273 | 36600 | 0.0 | - | |
|
| 3.3318 | 36650 | 0.0 | - | |
|
| 3.3364 | 36700 | 0.0001 | - | |
|
| 3.3409 | 36750 | 0.0001 | - | |
|
| 3.3455 | 36800 | 0.0 | - | |
|
| 3.35 | 36850 | 0.0 | - | |
|
| 3.3545 | 36900 | 0.0 | - | |
|
| 3.3591 | 36950 | 0.0 | - | |
|
| 3.3636 | 37000 | 0.0 | - | |
|
| 3.3682 | 37050 | 0.0 | - | |
|
| 3.3727 | 37100 | 0.0 | - | |
|
| 3.3773 | 37150 | 0.0024 | - | |
|
| 3.3818 | 37200 | 0.0001 | - | |
|
| 3.3864 | 37250 | 0.0 | - | |
|
| 3.3909 | 37300 | 0.0001 | - | |
|
| 3.3955 | 37350 | 0.0 | - | |
|
| 3.4 | 37400 | 0.0046 | - | |
|
| 3.4045 | 37450 | 0.0 | - | |
|
| 3.4091 | 37500 | 0.0 | - | |
|
| 3.4136 | 37550 | 0.0002 | - | |
|
| 3.4182 | 37600 | 0.0 | - | |
|
| 3.4227 | 37650 | 0.0001 | - | |
|
| 3.4273 | 37700 | 0.0001 | - | |
|
| 3.4318 | 37750 | 0.0001 | - | |
|
| 3.4364 | 37800 | 0.0002 | - | |
|
| 3.4409 | 37850 | 0.0 | - | |
|
| 3.4455 | 37900 | 0.0 | - | |
|
| 3.45 | 37950 | 0.0 | - | |
|
| 3.4545 | 38000 | 0.0 | - | |
|
| 3.4591 | 38050 | 0.0003 | - | |
|
| 3.4636 | 38100 | 0.0 | - | |
|
| 3.4682 | 38150 | 0.0007 | - | |
|
| 3.4727 | 38200 | 0.0002 | - | |
|
| 3.4773 | 38250 | 0.001 | - | |
|
| 3.4818 | 38300 | 0.0 | - | |
|
| 3.4864 | 38350 | 0.0 | - | |
|
| 3.4909 | 38400 | 0.0 | - | |
|
| 3.4955 | 38450 | 0.0008 | - | |
|
| 3.5 | 38500 | 0.0 | - | |
|
| 3.5045 | 38550 | 0.0 | - | |
|
| 3.5091 | 38600 | 0.0032 | - | |
|
| 3.5136 | 38650 | 0.0001 | - | |
|
| 3.5182 | 38700 | 0.0004 | - | |
|
| 3.5227 | 38750 | 0.0 | - | |
|
| 3.5273 | 38800 | 0.0001 | - | |
|
| 3.5318 | 38850 | 0.0001 | - | |
|
| 3.5364 | 38900 | 0.0 | - | |
|
| 3.5409 | 38950 | 0.0 | - | |
|
| 3.5455 | 39000 | 0.0 | - | |
|
| 3.55 | 39050 | 0.0 | - | |
|
| 3.5545 | 39100 | 0.0 | - | |
|
| 3.5591 | 39150 | 0.0 | - | |
|
| 3.5636 | 39200 | 0.0 | - | |
|
| 3.5682 | 39250 | 0.0 | - | |
|
| 3.5727 | 39300 | 0.0 | - | |
|
| 3.5773 | 39350 | 0.0 | - | |
|
| 3.5818 | 39400 | 0.0003 | - | |
|
| 3.5864 | 39450 | 0.0 | - | |
|
| 3.5909 | 39500 | 0.0 | - | |
|
| 3.5955 | 39550 | 0.0 | - | |
|
| 3.6 | 39600 | 0.0004 | - | |
|
| 3.6045 | 39650 | 0.2547 | - | |
|
| 3.6091 | 39700 | 0.0001 | - | |
|
| 3.6136 | 39750 | 0.0001 | - | |
|
| 3.6182 | 39800 | 0.0002 | - | |
|
| 3.6227 | 39850 | 0.0001 | - | |
|
| 3.6273 | 39900 | 0.0 | - | |
|
| 3.6318 | 39950 | 0.1489 | - | |
|
| 3.6364 | 40000 | 0.0013 | - | |
|
| 3.6409 | 40050 | 0.0017 | - | |
|
| 3.6455 | 40100 | 0.0632 | - | |
|
| 3.65 | 40150 | 0.0037 | - | |
|
| 3.6545 | 40200 | 0.0003 | - | |
|
| 3.6591 | 40250 | 0.0003 | - | |
|
| 3.6636 | 40300 | 0.0161 | - | |
|
| 3.6682 | 40350 | 0.0 | - | |
|
| 3.6727 | 40400 | 0.004 | - | |
|
| 3.6773 | 40450 | 0.0002 | - | |
|
| 3.6818 | 40500 | 0.0001 | - | |
|
| 3.6864 | 40550 | 0.0001 | - | |
|
| 3.6909 | 40600 | 0.0001 | - | |
|
| 3.6955 | 40650 | 0.0013 | - | |
|
| 3.7 | 40700 | 0.0001 | - | |
|
| 3.7045 | 40750 | 0.0 | - | |
|
| 3.7091 | 40800 | 0.0001 | - | |
|
| 3.7136 | 40850 | 0.0 | - | |
|
| 3.7182 | 40900 | 0.0001 | - | |
|
| 3.7227 | 40950 | 0.0002 | - | |
|
| 3.7273 | 41000 | 0.0046 | - | |
|
| 3.7318 | 41050 | 0.0 | - | |
|
| 3.7364 | 41100 | 0.1408 | - | |
|
| 3.7409 | 41150 | 0.0002 | - | |
|
| 3.7455 | 41200 | 0.0252 | - | |
|
| 3.75 | 41250 | 0.0 | - | |
|
| 3.7545 | 41300 | 0.0002 | - | |
|
| 3.7591 | 41350 | 0.0001 | - | |
|
| 3.7636 | 41400 | 0.2435 | - | |
|
| 3.7682 | 41450 | 0.0 | - | |
|
| 3.7727 | 41500 | 0.0027 | - | |
|
| 3.7773 | 41550 | 0.0007 | - | |
|
| 3.7818 | 41600 | 0.0 | - | |
|
| 3.7864 | 41650 | 0.0022 | - | |
|
| 3.7909 | 41700 | 0.0004 | - | |
|
| 3.7955 | 41750 | 0.0 | - | |
|
| 3.8 | 41800 | 0.0 | - | |
|
| 3.8045 | 41850 | 0.2471 | - | |
|
| 3.8091 | 41900 | 0.0 | - | |
|
| 3.8136 | 41950 | 0.0 | - | |
|
| 3.8182 | 42000 | 0.0 | - | |
|
| 3.8227 | 42050 | 0.0001 | - | |
|
| 3.8273 | 42100 | 0.0001 | - | |
|
| 3.8318 | 42150 | 0.0 | - | |
|
| 3.8364 | 42200 | 0.0 | - | |
|
| 3.8409 | 42250 | 0.0 | - | |
|
| 3.8455 | 42300 | 0.0 | - | |
|
| 3.85 | 42350 | 0.0003 | - | |
|
| 3.8545 | 42400 | 0.0 | - | |
|
| 3.8591 | 42450 | 0.0 | - | |
|
| 3.8636 | 42500 | 0.0013 | - | |
|
| 3.8682 | 42550 | 0.0 | - | |
|
| 3.8727 | 42600 | 0.0003 | - | |
|
| 3.8773 | 42650 | 0.1858 | - | |
|
| 3.8818 | 42700 | 0.0 | - | |
|
| 3.8864 | 42750 | 0.0197 | - | |
|
| 3.8909 | 42800 | 0.0 | - | |
|
| 3.8955 | 42850 | 0.0051 | - | |
|
| 3.9 | 42900 | 0.0 | - | |
|
| 3.9045 | 42950 | 0.0004 | - | |
|
| 3.9091 | 43000 | 0.0014 | - | |
|
| 3.9136 | 43050 | 0.0026 | - | |
|
| 3.9182 | 43100 | 0.0 | - | |
|
| 3.9227 | 43150 | 0.0 | - | |
|
| 3.9273 | 43200 | 0.0011 | - | |
|
| 3.9318 | 43250 | 0.2407 | - | |
|
| 3.9364 | 43300 | 0.0 | - | |
|
| 3.9409 | 43350 | 0.0 | - | |
|
| 3.9455 | 43400 | 0.0001 | - | |
|
| 3.95 | 43450 | 0.0036 | - | |
|
| 3.9545 | 43500 | 0.0008 | - | |
|
| 3.9591 | 43550 | 0.0001 | - | |
|
| 3.9636 | 43600 | 0.0 | - | |
|
| 3.9682 | 43650 | 0.0001 | - | |
|
| 3.9727 | 43700 | 0.0 | - | |
|
| 3.9773 | 43750 | 0.0 | - | |
|
| 3.9818 | 43800 | 0.0 | - | |
|
| 3.9864 | 43850 | 0.0 | - | |
|
| 3.9909 | 43900 | 0.2426 | - | |
|
| 3.9955 | 43950 | 0.0001 | - | |
|
| 4.0 | 44000 | 0.0 | - | |
|
| 4.0045 | 44050 | 0.0 | - | |
|
| 4.0091 | 44100 | 0.0 | - | |
|
| 4.0136 | 44150 | 0.0022 | - | |
|
| 4.0182 | 44200 | 0.0 | - | |
|
| 4.0227 | 44250 | 0.0 | - | |
|
| 4.0273 | 44300 | 0.0 | - | |
|
| 4.0318 | 44350 | 0.0 | - | |
|
| 4.0364 | 44400 | 0.0132 | - | |
|
| 4.0409 | 44450 | 0.0 | - | |
|
| 4.0455 | 44500 | 0.0 | - | |
|
| 4.05 | 44550 | 0.0 | - | |
|
| 4.0545 | 44600 | 0.0 | - | |
|
| 4.0591 | 44650 | 0.0001 | - | |
|
| 4.0636 | 44700 | 0.0042 | - | |
|
| 4.0682 | 44750 | 0.0 | - | |
|
| 4.0727 | 44800 | 0.0 | - | |
|
| 4.0773 | 44850 | 0.0001 | - | |
|
| 4.0818 | 44900 | 0.0 | - | |
|
| 4.0864 | 44950 | 0.0 | - | |
|
| 4.0909 | 45000 | 0.0026 | - | |
|
| 4.0955 | 45050 | 0.0001 | - | |
|
| 4.1 | 45100 | 0.0001 | - | |
|
| 4.1045 | 45150 | 0.0 | - | |
|
| 4.1091 | 45200 | 0.0 | - | |
|
| 4.1136 | 45250 | 0.0034 | - | |
|
| 4.1182 | 45300 | 0.0001 | - | |
|
| 4.1227 | 45350 | 0.2462 | - | |
|
| 4.1273 | 45400 | 0.2459 | - | |
|
| 4.1318 | 45450 | 0.0002 | - | |
|
| 4.1364 | 45500 | 0.0001 | - | |
|
| 4.1409 | 45550 | 0.0 | - | |
|
| 4.1455 | 45600 | 0.0002 | - | |
|
| 4.15 | 45650 | 0.0001 | - | |
|
| 4.1545 | 45700 | 0.0 | - | |
|
| 4.1591 | 45750 | 0.0 | - | |
|
| 4.1636 | 45800 | 0.0 | - | |
|
| 4.1682 | 45850 | 0.001 | - | |
|
| 4.1727 | 45900 | 0.0065 | - | |
|
| 4.1773 | 45950 | 0.0002 | - | |
|
| 4.1818 | 46000 | 0.0001 | - | |
|
| 4.1864 | 46050 | 0.0001 | - | |
|
| 4.1909 | 46100 | 0.0 | - | |
|
| 4.1955 | 46150 | 0.0 | - | |
|
| 4.2 | 46200 | 0.0001 | - | |
|
| 4.2045 | 46250 | 0.0 | - | |
|
| 4.2091 | 46300 | 0.0 | - | |
|
| 4.2136 | 46350 | 0.0 | - | |
|
| 4.2182 | 46400 | 0.2457 | - | |
|
| 4.2227 | 46450 | 0.0001 | - | |
|
| 4.2273 | 46500 | 0.0001 | - | |
|
| 4.2318 | 46550 | 0.0 | - | |
|
| 4.2364 | 46600 | 0.0053 | - | |
|
| 4.2409 | 46650 | 0.0001 | - | |
|
| 4.2455 | 46700 | 0.0 | - | |
|
| 4.25 | 46750 | 0.0 | - | |
|
| 4.2545 | 46800 | 0.0009 | - | |
|
| 4.2591 | 46850 | 0.0 | - | |
|
| 4.2636 | 46900 | 0.0001 | - | |
|
| 4.2682 | 46950 | 0.0 | - | |
|
| 4.2727 | 47000 | 0.0 | - | |
|
| 4.2773 | 47050 | 0.0 | - | |
|
| 4.2818 | 47100 | 0.0002 | - | |
|
| 4.2864 | 47150 | 0.0001 | - | |
|
| 4.2909 | 47200 | 0.0002 | - | |
|
| 4.2955 | 47250 | 0.0011 | - | |
|
| 4.3 | 47300 | 0.0581 | - | |
|
| 4.3045 | 47350 | 0.0 | - | |
|
| 4.3091 | 47400 | 0.0 | - | |
|
| 4.3136 | 47450 | 0.0004 | - | |
|
| 4.3182 | 47500 | 0.0001 | - | |
|
| 4.3227 | 47550 | 0.0001 | - | |
|
| 4.3273 | 47600 | 0.0 | - | |
|
| 4.3318 | 47650 | 0.0064 | - | |
|
| 4.3364 | 47700 | 0.0001 | - | |
|
| 4.3409 | 47750 | 0.0001 | - | |
|
| 4.3455 | 47800 | 0.0001 | - | |
|
| 4.35 | 47850 | 0.0002 | - | |
|
| 4.3545 | 47900 | 0.0002 | - | |
|
| 4.3591 | 47950 | 0.0012 | - | |
|
| 4.3636 | 48000 | 0.0001 | - | |
|
| 4.3682 | 48050 | 0.0001 | - | |
|
| 4.3727 | 48100 | 0.0 | - | |
|
| 4.3773 | 48150 | 0.0001 | - | |
|
| 4.3818 | 48200 | 0.0 | - | |
|
| 4.3864 | 48250 | 0.0 | - | |
|
| 4.3909 | 48300 | 0.0 | - | |
|
| 4.3955 | 48350 | 0.0 | - | |
|
| 4.4 | 48400 | 0.0 | - | |
|
| 4.4045 | 48450 | 0.0 | - | |
|
| 4.4091 | 48500 | 0.0027 | - | |
|
| 4.4136 | 48550 | 0.0 | - | |
|
| 4.4182 | 48600 | 0.0001 | - | |
|
| 4.4227 | 48650 | 0.0 | - | |
|
| 4.4273 | 48700 | 0.0001 | - | |
|
| 4.4318 | 48750 | 0.0 | - | |
|
| 4.4364 | 48800 | 0.0001 | - | |
|
| 4.4409 | 48850 | 0.0014 | - | |
|
| 4.4455 | 48900 | 0.0008 | - | |
|
| 4.45 | 48950 | 0.0 | - | |
|
| 4.4545 | 49000 | 0.0 | - | |
|
| 4.4591 | 49050 | 0.0 | - | |
|
| 4.4636 | 49100 | 0.0 | - | |
|
| 4.4682 | 49150 | 0.0001 | - | |
|
| 4.4727 | 49200 | 0.0 | - | |
|
| 4.4773 | 49250 | 0.0013 | - | |
|
| 4.4818 | 49300 | 0.0 | - | |
|
| 4.4864 | 49350 | 0.0 | - | |
|
| 4.4909 | 49400 | 0.0 | - | |
|
| 4.4955 | 49450 | 0.0 | - | |
|
| 4.5 | 49500 | 0.0 | - | |
|
| 4.5045 | 49550 | 0.0001 | - | |
|
| 4.5091 | 49600 | 0.0 | - | |
|
| 4.5136 | 49650 | 0.0001 | - | |
|
| 4.5182 | 49700 | 0.0001 | - | |
|
| 4.5227 | 49750 | 0.0001 | - | |
|
| 4.5273 | 49800 | 0.0 | - | |
|
| 4.5318 | 49850 | 0.0 | - | |
|
| 4.5364 | 49900 | 0.0 | - | |
|
| 4.5409 | 49950 | 0.0005 | - | |
|
| 4.5455 | 50000 | 0.0002 | - | |
|
| 4.55 | 50050 | 0.0 | - | |
|
| 4.5545 | 50100 | 0.0001 | - | |
|
| 4.5591 | 50150 | 0.0005 | - | |
|
| 4.5636 | 50200 | 0.0004 | - | |
|
| 4.5682 | 50250 | 0.0 | - | |
|
| 4.5727 | 50300 | 0.0002 | - | |
|
| 4.5773 | 50350 | 0.0001 | - | |
|
| 4.5818 | 50400 | 0.0001 | - | |
|
| 4.5864 | 50450 | 0.0 | - | |
|
| 4.5909 | 50500 | 0.0002 | - | |
|
| 4.5955 | 50550 | 0.0001 | - | |
|
| 4.6 | 50600 | 0.0 | - | |
|
| 4.6045 | 50650 | 0.0 | - | |
|
| 4.6091 | 50700 | 0.0 | - | |
|
| 4.6136 | 50750 | 0.0001 | - | |
|
| 4.6182 | 50800 | 0.0 | - | |
|
| 4.6227 | 50850 | 0.0 | - | |
|
| 4.6273 | 50900 | 0.0 | - | |
|
| 4.6318 | 50950 | 0.0001 | - | |
|
| 4.6364 | 51000 | 0.0 | - | |
|
| 4.6409 | 51050 | 0.0001 | - | |
|
| 4.6455 | 51100 | 0.0001 | - | |
|
| 4.65 | 51150 | 0.0 | - | |
|
| 4.6545 | 51200 | 0.0001 | - | |
|
| 4.6591 | 51250 | 0.0 | - | |
|
| 4.6636 | 51300 | 0.0 | - | |
|
| 4.6682 | 51350 | 0.0001 | - | |
|
| 4.6727 | 51400 | 0.0001 | - | |
|
| 4.6773 | 51450 | 0.0001 | - | |
|
| 4.6818 | 51500 | 0.0001 | - | |
|
| 4.6864 | 51550 | 0.0 | - | |
|
| 4.6909 | 51600 | 0.0002 | - | |
|
| 4.6955 | 51650 | 0.0 | - | |
|
| 4.7 | 51700 | 0.0 | - | |
|
| 4.7045 | 51750 | 0.0 | - | |
|
| 4.7091 | 51800 | 0.0 | - | |
|
| 4.7136 | 51850 | 0.0014 | - | |
|
| 4.7182 | 51900 | 0.0002 | - | |
|
| 4.7227 | 51950 | 0.0 | - | |
|
| 4.7273 | 52000 | 0.0 | - | |
|
| 4.7318 | 52050 | 0.0001 | - | |
|
| 4.7364 | 52100 | 0.0 | - | |
|
| 4.7409 | 52150 | 0.0 | - | |
|
| 4.7455 | 52200 | 0.0 | - | |
|
| 4.75 | 52250 | 0.0002 | - | |
|
| 4.7545 | 52300 | 0.0 | - | |
|
| 4.7591 | 52350 | 0.0001 | - | |
|
| 4.7636 | 52400 | 0.0001 | - | |
|
| 4.7682 | 52450 | 0.0 | - | |
|
| 4.7727 | 52500 | 0.0001 | - | |
|
| 4.7773 | 52550 | 0.0 | - | |
|
| 4.7818 | 52600 | 0.0 | - | |
|
| 4.7864 | 52650 | 0.0 | - | |
|
| 4.7909 | 52700 | 0.0001 | - | |
|
| 4.7955 | 52750 | 0.0 | - | |
|
| 4.8 | 52800 | 0.0 | - | |
|
| 4.8045 | 52850 | 0.0 | - | |
|
| 4.8091 | 52900 | 0.0 | - | |
|
| 4.8136 | 52950 | 0.0001 | - | |
|
| 4.8182 | 53000 | 0.0002 | - | |
|
| 4.8227 | 53050 | 0.0 | - | |
|
| 4.8273 | 53100 | 0.0 | - | |
|
| 4.8318 | 53150 | 0.0 | - | |
|
| 4.8364 | 53200 | 0.0 | - | |
|
| 4.8409 | 53250 | 0.0003 | - | |
|
| 4.8455 | 53300 | 0.0002 | - | |
|
| 4.85 | 53350 | 0.0001 | - | |
|
| 4.8545 | 53400 | 0.0003 | - | |
|
| 4.8591 | 53450 | 0.0 | - | |
|
| 4.8636 | 53500 | 0.0 | - | |
|
| 4.8682 | 53550 | 0.0 | - | |
|
| 4.8727 | 53600 | 0.0 | - | |
|
| 4.8773 | 53650 | 0.0001 | - | |
|
| 4.8818 | 53700 | 0.0 | - | |
|
| 4.8864 | 53750 | 0.0 | - | |
|
| 4.8909 | 53800 | 0.0003 | - | |
|
| 4.8955 | 53850 | 0.0 | - | |
|
| 4.9 | 53900 | 0.0 | - | |
|
| 4.9045 | 53950 | 0.0 | - | |
|
| 4.9091 | 54000 | 0.0001 | - | |
|
| 4.9136 | 54050 | 0.0 | - | |
|
| 4.9182 | 54100 | 0.0001 | - | |
|
| 4.9227 | 54150 | 0.0 | - | |
|
| 4.9273 | 54200 | 0.0001 | - | |
|
| 4.9318 | 54250 | 0.0008 | - | |
|
| 4.9364 | 54300 | 0.0001 | - | |
|
| 4.9409 | 54350 | 0.0 | - | |
|
| 4.9455 | 54400 | 0.0001 | - | |
|
| 4.95 | 54450 | 0.0 | - | |
|
| 4.9545 | 54500 | 0.0 | - | |
|
| 4.9591 | 54550 | 0.0 | - | |
|
| 4.9636 | 54600 | 0.0 | - | |
|
| 4.9682 | 54650 | 0.0 | - | |
|
| 4.9727 | 54700 | 0.0 | - | |
|
| 4.9773 | 54750 | 0.0 | - | |
|
| 4.9818 | 54800 | 0.0001 | - | |
|
| 4.9864 | 54850 | 0.0 | - | |
|
| 4.9909 | 54900 | 0.0001 | - | |
|
| 4.9955 | 54950 | 0.0001 | - | |
|
| 5.0 | 55000 | 0.0001 | - | |
|
| 5.0045 | 55050 | 0.0 | - | |
|
| 5.0091 | 55100 | 0.0001 | - | |
|
| 5.0136 | 55150 | 0.0 | - | |
|
| 5.0182 | 55200 | 0.0 | - | |
|
| 5.0227 | 55250 | 0.245 | - | |
|
| 5.0273 | 55300 | 0.0 | - | |
|
| 5.0318 | 55350 | 0.0011 | - | |
|
| 5.0364 | 55400 | 0.0001 | - | |
|
| 5.0409 | 55450 | 0.0001 | - | |
|
| 5.0455 | 55500 | 0.0 | - | |
|
| 5.05 | 55550 | 0.0002 | - | |
|
| 5.0545 | 55600 | 0.0 | - | |
|
| 5.0591 | 55650 | 0.0 | - | |
|
| 5.0636 | 55700 | 0.0001 | - | |
|
| 5.0682 | 55750 | 0.0001 | - | |
|
| 5.0727 | 55800 | 0.0 | - | |
|
| 5.0773 | 55850 | 0.0 | - | |
|
| 5.0818 | 55900 | 0.0 | - | |
|
| 5.0864 | 55950 | 0.0 | - | |
|
| 5.0909 | 56000 | 0.0 | - | |
|
| 5.0955 | 56050 | 0.0 | - | |
|
| 5.1 | 56100 | 0.0 | - | |
|
| 5.1045 | 56150 | 0.0 | - | |
|
| 5.1091 | 56200 | 0.0 | - | |
|
| 5.1136 | 56250 | 0.0001 | - | |
|
| 5.1182 | 56300 | 0.0 | - | |
|
| 5.1227 | 56350 | 0.0 | - | |
|
| 5.1273 | 56400 | 0.0 | - | |
|
| 5.1318 | 56450 | 0.0 | - | |
|
| 5.1364 | 56500 | 0.0 | - | |
|
| 5.1409 | 56550 | 0.0 | - | |
|
| 5.1455 | 56600 | 0.0002 | - | |
|
| 5.15 | 56650 | 0.0 | - | |
|
| 5.1545 | 56700 | 0.0001 | - | |
|
| 5.1591 | 56750 | 0.0057 | - | |
|
| 5.1636 | 56800 | 0.0 | - | |
|
| 5.1682 | 56850 | 0.0 | - | |
|
| 5.1727 | 56900 | 0.0 | - | |
|
| 5.1773 | 56950 | 0.0 | - | |
|
| 5.1818 | 57000 | 0.0 | - | |
|
| 5.1864 | 57050 | 0.0 | - | |
|
| 5.1909 | 57100 | 0.0 | - | |
|
| 5.1955 | 57150 | 0.0 | - | |
|
| 5.2 | 57200 | 0.0 | - | |
|
| 5.2045 | 57250 | 0.0001 | - | |
|
| 5.2091 | 57300 | 0.0 | - | |
|
| 5.2136 | 57350 | 0.0 | - | |
|
| 5.2182 | 57400 | 0.0 | - | |
|
| 5.2227 | 57450 | 0.0 | - | |
|
| 5.2273 | 57500 | 0.0 | - | |
|
| 5.2318 | 57550 | 0.0001 | - | |
|
| 5.2364 | 57600 | 0.0 | - | |
|
| 5.2409 | 57650 | 0.0 | - | |
|
| 5.2455 | 57700 | 0.0001 | - | |
|
| 5.25 | 57750 | 0.0 | - | |
|
| 5.2545 | 57800 | 0.0001 | - | |
|
| 5.2591 | 57850 | 0.0 | - | |
|
| 5.2636 | 57900 | 0.0 | - | |
|
| 5.2682 | 57950 | 0.0 | - | |
|
| 5.2727 | 58000 | 0.0 | - | |
|
| 5.2773 | 58050 | 0.0 | - | |
|
| 5.2818 | 58100 | 0.0 | - | |
|
| 5.2864 | 58150 | 0.0001 | - | |
|
| 5.2909 | 58200 | 0.0 | - | |
|
| 5.2955 | 58250 | 0.0 | - | |
|
| 5.3 | 58300 | 0.0 | - | |
|
| 5.3045 | 58350 | 0.0 | - | |
|
| 5.3091 | 58400 | 0.0 | - | |
|
| 5.3136 | 58450 | 0.0 | - | |
|
| 5.3182 | 58500 | 0.0003 | - | |
|
| 5.3227 | 58550 | 0.0 | - | |
|
| 5.3273 | 58600 | 0.0 | - | |
|
| 5.3318 | 58650 | 0.0 | - | |
|
| 5.3364 | 58700 | 0.0001 | - | |
|
| 5.3409 | 58750 | 0.0 | - | |
|
| 5.3455 | 58800 | 0.0001 | - | |
|
| 5.35 | 58850 | 0.0 | - | |
|
| 5.3545 | 58900 | 0.0 | - | |
|
| 5.3591 | 58950 | 0.0001 | - | |
|
| 5.3636 | 59000 | 0.0 | - | |
|
| 5.3682 | 59050 | 0.0 | - | |
|
| 5.3727 | 59100 | 0.0 | - | |
|
| 5.3773 | 59150 | 0.0 | - | |
|
| 5.3818 | 59200 | 0.0 | - | |
|
| 5.3864 | 59250 | 0.0 | - | |
|
| 5.3909 | 59300 | 0.0001 | - | |
|
| 5.3955 | 59350 | 0.0001 | - | |
|
| 5.4 | 59400 | 0.0 | - | |
|
| 5.4045 | 59450 | 0.0 | - | |
|
| 5.4091 | 59500 | 0.0 | - | |
|
| 5.4136 | 59550 | 0.0 | - | |
|
| 5.4182 | 59600 | 0.0001 | - | |
|
| 5.4227 | 59650 | 0.0 | - | |
|
| 5.4273 | 59700 | 0.0 | - | |
|
| 5.4318 | 59750 | 0.0 | - | |
|
| 5.4364 | 59800 | 0.0 | - | |
|
| 5.4409 | 59850 | 0.0 | - | |
|
| 5.4455 | 59900 | 0.0 | - | |
|
| 5.45 | 59950 | 0.0001 | - | |
|
| 5.4545 | 60000 | 0.0 | - | |
|
| 5.4591 | 60050 | 0.0001 | - | |
|
| 5.4636 | 60100 | 0.0 | - | |
|
| 5.4682 | 60150 | 0.0 | - | |
|
| 5.4727 | 60200 | 0.0 | - | |
|
| 5.4773 | 60250 | 0.0 | - | |
|
| 5.4818 | 60300 | 0.0001 | - | |
|
| 5.4864 | 60350 | 0.0 | - | |
|
| 5.4909 | 60400 | 0.0 | - | |
|
| 5.4955 | 60450 | 0.0 | - | |
|
| 5.5 | 60500 | 0.0 | - | |
|
| 5.5045 | 60550 | 0.0 | - | |
|
| 5.5091 | 60600 | 0.0 | - | |
|
| 5.5136 | 60650 | 0.0 | - | |
|
| 5.5182 | 60700 | 0.0 | - | |
|
| 5.5227 | 60750 | 0.0001 | - | |
|
| 5.5273 | 60800 | 0.0 | - | |
|
| 5.5318 | 60850 | 0.0 | - | |
|
| 5.5364 | 60900 | 0.0 | - | |
|
| 5.5409 | 60950 | 0.0 | - | |
|
| 5.5455 | 61000 | 0.0 | - | |
|
| 5.55 | 61050 | 0.0001 | - | |
|
| 5.5545 | 61100 | 0.0 | - | |
|
| 5.5591 | 61150 | 0.0 | - | |
|
| 5.5636 | 61200 | 0.0 | - | |
|
| 5.5682 | 61250 | 0.0002 | - | |
|
| 5.5727 | 61300 | 0.0001 | - | |
|
| 5.5773 | 61350 | 0.0001 | - | |
|
| 5.5818 | 61400 | 0.0001 | - | |
|
| 5.5864 | 61450 | 0.0 | - | |
|
| 5.5909 | 61500 | 0.0 | - | |
|
| 5.5955 | 61550 | 0.0 | - | |
|
| 5.6 | 61600 | 0.0001 | - | |
|
| 5.6045 | 61650 | 0.0 | - | |
|
| 5.6091 | 61700 | 0.0 | - | |
|
| 5.6136 | 61750 | 0.0 | - | |
|
| 5.6182 | 61800 | 0.0 | - | |
|
| 5.6227 | 61850 | 0.0 | - | |
|
| 5.6273 | 61900 | 0.0 | - | |
|
| 5.6318 | 61950 | 0.0 | - | |
|
| 5.6364 | 62000 | 0.0 | - | |
|
| 5.6409 | 62050 | 0.0 | - | |
|
| 5.6455 | 62100 | 0.0 | - | |
|
| 5.65 | 62150 | 0.0 | - | |
|
| 5.6545 | 62200 | 0.0 | - | |
|
| 5.6591 | 62250 | 0.0 | - | |
|
| 5.6636 | 62300 | 0.0 | - | |
|
| 5.6682 | 62350 | 0.0 | - | |
|
| 5.6727 | 62400 | 0.0 | - | |
|
| 5.6773 | 62450 | 0.0 | - | |
|
| 5.6818 | 62500 | 0.0 | - | |
|
| 5.6864 | 62550 | 0.0 | - | |
|
| 5.6909 | 62600 | 0.0 | - | |
|
| 5.6955 | 62650 | 0.0 | - | |
|
| 5.7 | 62700 | 0.0 | - | |
|
| 5.7045 | 62750 | 0.0 | - | |
|
| 5.7091 | 62800 | 0.0 | - | |
|
| 5.7136 | 62850 | 0.0 | - | |
|
| 5.7182 | 62900 | 0.0 | - | |
|
| 5.7227 | 62950 | 0.0001 | - | |
|
| 5.7273 | 63000 | 0.0 | - | |
|
| 5.7318 | 63050 | 0.0 | - | |
|
| 5.7364 | 63100 | 0.0 | - | |
|
| 5.7409 | 63150 | 0.0 | - | |
|
| 5.7455 | 63200 | 0.0 | - | |
|
| 5.75 | 63250 | 0.0 | - | |
|
| 5.7545 | 63300 | 0.0 | - | |
|
| 5.7591 | 63350 | 0.0 | - | |
|
| 5.7636 | 63400 | 0.0 | - | |
|
| 5.7682 | 63450 | 0.0 | - | |
|
| 5.7727 | 63500 | 0.0 | - | |
|
| 5.7773 | 63550 | 0.0 | - | |
|
| 5.7818 | 63600 | 0.0001 | - | |
|
| 5.7864 | 63650 | 0.0 | - | |
|
| 5.7909 | 63700 | 0.0 | - | |
|
| 5.7955 | 63750 | 0.0 | - | |
|
| 5.8 | 63800 | 0.0 | - | |
|
| 5.8045 | 63850 | 0.0 | - | |
|
| 5.8091 | 63900 | 0.0001 | - | |
|
| 5.8136 | 63950 | 0.0 | - | |
|
| 5.8182 | 64000 | 0.0002 | - | |
|
| 5.8227 | 64050 | 0.0 | - | |
|
| 5.8273 | 64100 | 0.0 | - | |
|
| 5.8318 | 64150 | 0.0 | - | |
|
| 5.8364 | 64200 | 0.0 | - | |
|
| 5.8409 | 64250 | 0.0 | - | |
|
| 5.8455 | 64300 | 0.0 | - | |
|
| 5.85 | 64350 | 0.0001 | - | |
|
| 5.8545 | 64400 | 0.0 | - | |
|
| 5.8591 | 64450 | 0.0 | - | |
|
| 5.8636 | 64500 | 0.0 | - | |
|
| 5.8682 | 64550 | 0.0 | - | |
|
| 5.8727 | 64600 | 0.0 | - | |
|
| 5.8773 | 64650 | 0.0001 | - | |
|
| 5.8818 | 64700 | 0.0001 | - | |
|
| 5.8864 | 64750 | 0.0 | - | |
|
| 5.8909 | 64800 | 0.0 | - | |
|
| 5.8955 | 64850 | 0.0001 | - | |
|
| 5.9 | 64900 | 0.0001 | - | |
|
| 5.9045 | 64950 | 0.0 | - | |
|
| 5.9091 | 65000 | 0.0 | - | |
|
| 5.9136 | 65050 | 0.0 | - | |
|
| 5.9182 | 65100 | 0.0001 | - | |
|
| 5.9227 | 65150 | 0.0 | - | |
|
| 5.9273 | 65200 | 0.0 | - | |
|
| 5.9318 | 65250 | 0.0 | - | |
|
| 5.9364 | 65300 | 0.0 | - | |
|
| 5.9409 | 65350 | 0.0 | - | |
|
| 5.9455 | 65400 | 0.0001 | - | |
|
| 5.95 | 65450 | 0.0 | - | |
|
| 5.9545 | 65500 | 0.0 | - | |
|
| 5.9591 | 65550 | 0.0 | - | |
|
| 5.9636 | 65600 | 0.0 | - | |
|
| 5.9682 | 65650 | 0.0 | - | |
|
| 5.9727 | 65700 | 0.0001 | - | |
|
| 5.9773 | 65750 | 0.0 | - | |
|
| 5.9818 | 65800 | 0.0 | - | |
|
| 5.9864 | 65850 | 0.0001 | - | |
|
| 5.9909 | 65900 | 0.0 | - | |
|
| 5.9955 | 65950 | 0.0 | - | |
|
| 6.0 | 66000 | 0.0 | - | |
|
| 6.0045 | 66050 | 0.0001 | - | |
|
| 6.0091 | 66100 | 0.0 | - | |
|
| 6.0136 | 66150 | 0.0 | - | |
|
| 6.0182 | 66200 | 0.0 | - | |
|
| 6.0227 | 66250 | 0.0 | - | |
|
| 6.0273 | 66300 | 0.0 | - | |
|
| 6.0318 | 66350 | 0.0 | - | |
|
| 6.0364 | 66400 | 0.0 | - | |
|
| 6.0409 | 66450 | 0.0 | - | |
|
| 6.0455 | 66500 | 0.0 | - | |
|
| 6.05 | 66550 | 0.0 | - | |
|
| 6.0545 | 66600 | 0.0 | - | |
|
| 6.0591 | 66650 | 0.0 | - | |
|
| 6.0636 | 66700 | 0.0001 | - | |
|
| 6.0682 | 66750 | 0.0 | - | |
|
| 6.0727 | 66800 | 0.0 | - | |
|
| 6.0773 | 66850 | 0.0 | - | |
|
| 6.0818 | 66900 | 0.0 | - | |
|
| 6.0864 | 66950 | 0.0 | - | |
|
| 6.0909 | 67000 | 0.0 | - | |
|
| 6.0955 | 67050 | 0.0002 | - | |
|
| 6.1 | 67100 | 0.0 | - | |
|
| 6.1045 | 67150 | 0.0 | - | |
|
| 6.1091 | 67200 | 0.0 | - | |
|
| 6.1136 | 67250 | 0.0 | - | |
|
| 6.1182 | 67300 | 0.0 | - | |
|
| 6.1227 | 67350 | 0.0001 | - | |
|
| 6.1273 | 67400 | 0.0 | - | |
|
| 6.1318 | 67450 | 0.0 | - | |
|
| 6.1364 | 67500 | 0.0 | - | |
|
| 6.1409 | 67550 | 0.0 | - | |
|
| 6.1455 | 67600 | 0.0001 | - | |
|
| 6.15 | 67650 | 0.0 | - | |
|
| 6.1545 | 67700 | 0.0 | - | |
|
| 6.1591 | 67750 | 0.0 | - | |
|
| 6.1636 | 67800 | 0.0 | - | |
|
| 6.1682 | 67850 | 0.0 | - | |
|
| 6.1727 | 67900 | 0.0 | - | |
|
| 6.1773 | 67950 | 0.0 | - | |
|
| 6.1818 | 68000 | 0.0 | - | |
|
| 6.1864 | 68050 | 0.0 | - | |
|
| 6.1909 | 68100 | 0.0 | - | |
|
| 6.1955 | 68150 | 0.0 | - | |
|
| 6.2 | 68200 | 0.0 | - | |
|
| 6.2045 | 68250 | 0.0 | - | |
|
| 6.2091 | 68300 | 0.0 | - | |
|
| 6.2136 | 68350 | 0.0 | - | |
|
| 6.2182 | 68400 | 0.0 | - | |
|
| 6.2227 | 68450 | 0.0 | - | |
|
| 6.2273 | 68500 | 0.0 | - | |
|
| 6.2318 | 68550 | 0.0001 | - | |
|
| 6.2364 | 68600 | 0.0 | - | |
|
| 6.2409 | 68650 | 0.0 | - | |
|
| 6.2455 | 68700 | 0.0 | - | |
|
| 6.25 | 68750 | 0.0 | - | |
|
| 6.2545 | 68800 | 0.0001 | - | |
|
| 6.2591 | 68850 | 0.0 | - | |
|
| 6.2636 | 68900 | 0.0 | - | |
|
| 6.2682 | 68950 | 0.0 | - | |
|
| 6.2727 | 69000 | 0.0 | - | |
|
| 6.2773 | 69050 | 0.0 | - | |
|
| 6.2818 | 69100 | 0.0 | - | |
|
| 6.2864 | 69150 | 0.0 | - | |
|
| 6.2909 | 69200 | 0.0 | - | |
|
| 6.2955 | 69250 | 0.0 | - | |
|
| 6.3 | 69300 | 0.0 | - | |
|
| 6.3045 | 69350 | 0.0001 | - | |
|
| 6.3091 | 69400 | 0.0 | - | |
|
| 6.3136 | 69450 | 0.0 | - | |
|
| 6.3182 | 69500 | 0.0 | - | |
|
| 6.3227 | 69550 | 0.0 | - | |
|
| 6.3273 | 69600 | 0.0 | - | |
|
| 6.3318 | 69650 | 0.0 | - | |
|
| 6.3364 | 69700 | 0.0 | - | |
|
| 6.3409 | 69750 | 0.0 | - | |
|
| 6.3455 | 69800 | 0.0 | - | |
|
| 6.35 | 69850 | 0.0001 | - | |
|
| 6.3545 | 69900 | 0.0001 | - | |
|
| 6.3591 | 69950 | 0.0 | - | |
|
| 6.3636 | 70000 | 0.0 | - | |
|
| 6.3682 | 70050 | 0.0 | - | |
|
| 6.3727 | 70100 | 0.0 | - | |
|
| 6.3773 | 70150 | 0.0001 | - | |
|
| 6.3818 | 70200 | 0.0 | - | |
|
| 6.3864 | 70250 | 0.0 | - | |
|
| 6.3909 | 70300 | 0.0 | - | |
|
| 6.3955 | 70350 | 0.0001 | - | |
|
| 6.4 | 70400 | 0.0 | - | |
|
| 6.4045 | 70450 | 0.0001 | - | |
|
| 6.4091 | 70500 | 0.0001 | - | |
|
| 6.4136 | 70550 | 0.0 | - | |
|
| 6.4182 | 70600 | 0.0 | - | |
|
| 6.4227 | 70650 | 0.0 | - | |
|
| 6.4273 | 70700 | 0.0 | - | |
|
| 6.4318 | 70750 | 0.0 | - | |
|
| 6.4364 | 70800 | 0.0 | - | |
|
| 6.4409 | 70850 | 0.0001 | - | |
|
| 6.4455 | 70900 | 0.0 | - | |
|
| 6.45 | 70950 | 0.0001 | - | |
|
| 6.4545 | 71000 | 0.0 | - | |
|
| 6.4591 | 71050 | 0.0 | - | |
|
| 6.4636 | 71100 | 0.0 | - | |
|
| 6.4682 | 71150 | 0.0 | - | |
|
| 6.4727 | 71200 | 0.0 | - | |
|
| 6.4773 | 71250 | 0.0 | - | |
|
| 6.4818 | 71300 | 0.0 | - | |
|
| 6.4864 | 71350 | 0.0 | - | |
|
| 6.4909 | 71400 | 0.0 | - | |
|
| 6.4955 | 71450 | 0.0 | - | |
|
| 6.5 | 71500 | 0.0 | - | |
|
| 6.5045 | 71550 | 0.0 | - | |
|
| 6.5091 | 71600 | 0.0001 | - | |
|
| 6.5136 | 71650 | 0.0001 | - | |
|
| 6.5182 | 71700 | 0.0 | - | |
|
| 6.5227 | 71750 | 0.0 | - | |
|
| 6.5273 | 71800 | 0.0001 | - | |
|
| 6.5318 | 71850 | 0.0001 | - | |
|
| 6.5364 | 71900 | 0.0 | - | |
|
| 6.5409 | 71950 | 0.0 | - | |
|
| 6.5455 | 72000 | 0.0 | - | |
|
| 6.55 | 72050 | 0.0 | - | |
|
| 6.5545 | 72100 | 0.0 | - | |
|
| 6.5591 | 72150 | 0.0001 | - | |
|
| 6.5636 | 72200 | 0.0001 | - | |
|
| 6.5682 | 72250 | 0.0 | - | |
|
| 6.5727 | 72300 | 0.0 | - | |
|
| 6.5773 | 72350 | 0.0001 | - | |
|
| 6.5818 | 72400 | 0.0 | - | |
|
| 6.5864 | 72450 | 0.0 | - | |
|
| 6.5909 | 72500 | 0.0 | - | |
|
| 6.5955 | 72550 | 0.0 | - | |
|
| 6.6 | 72600 | 0.0 | - | |
|
| 6.6045 | 72650 | 0.0 | - | |
|
| 6.6091 | 72700 | 0.0 | - | |
|
| 6.6136 | 72750 | 0.0 | - | |
|
| 6.6182 | 72800 | 0.0 | - | |
|
| 6.6227 | 72850 | 0.0001 | - | |
|
| 6.6273 | 72900 | 0.0 | - | |
|
| 6.6318 | 72950 | 0.0 | - | |
|
| 6.6364 | 73000 | 0.0 | - | |
|
| 6.6409 | 73050 | 0.0 | - | |
|
| 6.6455 | 73100 | 0.0 | - | |
|
| 6.65 | 73150 | 0.0001 | - | |
|
| 6.6545 | 73200 | 0.0 | - | |
|
| 6.6591 | 73250 | 0.0 | - | |
|
| 6.6636 | 73300 | 0.0 | - | |
|
| 6.6682 | 73350 | 0.0 | - | |
|
| 6.6727 | 73400 | 0.0 | - | |
|
| 6.6773 | 73450 | 0.0001 | - | |
|
| 6.6818 | 73500 | 0.0001 | - | |
|
| 6.6864 | 73550 | 0.0 | - | |
|
| 6.6909 | 73600 | 0.0 | - | |
|
| 6.6955 | 73650 | 0.0 | - | |
|
| 6.7 | 73700 | 0.0 | - | |
|
| 6.7045 | 73750 | 0.0 | - | |
|
| 6.7091 | 73800 | 0.0 | - | |
|
| 6.7136 | 73850 | 0.0 | - | |
|
| 6.7182 | 73900 | 0.0 | - | |
|
| 6.7227 | 73950 | 0.0001 | - | |
|
| 6.7273 | 74000 | 0.0 | - | |
|
| 6.7318 | 74050 | 0.0 | - | |
|
| 6.7364 | 74100 | 0.0 | - | |
|
| 6.7409 | 74150 | 0.0001 | - | |
|
| 6.7455 | 74200 | 0.0 | - | |
|
| 6.75 | 74250 | 0.0 | - | |
|
| 6.7545 | 74300 | 0.0 | - | |
|
| 6.7591 | 74350 | 0.0 | - | |
|
| 6.7636 | 74400 | 0.0 | - | |
|
| 6.7682 | 74450 | 0.0 | - | |
|
| 6.7727 | 74500 | 0.0 | - | |
|
| 6.7773 | 74550 | 0.0001 | - | |
|
| 6.7818 | 74600 | 0.0 | - | |
|
| 6.7864 | 74650 | 0.0 | - | |
|
| 6.7909 | 74700 | 0.0 | - | |
|
| 6.7955 | 74750 | 0.0 | - | |
|
| 6.8 | 74800 | 0.0 | - | |
|
| 6.8045 | 74850 | 0.0 | - | |
|
| 6.8091 | 74900 | 0.0 | - | |
|
| 6.8136 | 74950 | 0.0 | - | |
|
| 6.8182 | 75000 | 0.0001 | - | |
|
| 6.8227 | 75050 | 0.0001 | - | |
|
| 6.8273 | 75100 | 0.0 | - | |
|
| 6.8318 | 75150 | 0.0 | - | |
|
| 6.8364 | 75200 | 0.0 | - | |
|
| 6.8409 | 75250 | 0.0 | - | |
|
| 6.8455 | 75300 | 0.0 | - | |
|
| 6.85 | 75350 | 0.0 | - | |
|
| 6.8545 | 75400 | 0.0 | - | |
|
| 6.8591 | 75450 | 0.0001 | - | |
|
| 6.8636 | 75500 | 0.0 | - | |
|
| 6.8682 | 75550 | 0.0 | - | |
|
| 6.8727 | 75600 | 0.0 | - | |
|
| 6.8773 | 75650 | 0.0 | - | |
|
| 6.8818 | 75700 | 0.0 | - | |
|
| 6.8864 | 75750 | 0.0 | - | |
|
| 6.8909 | 75800 | 0.0 | - | |
|
| 6.8955 | 75850 | 0.0 | - | |
|
| 6.9 | 75900 | 0.0 | - | |
|
| 6.9045 | 75950 | 0.0 | - | |
|
| 6.9091 | 76000 | 0.0 | - | |
|
| 6.9136 | 76050 | 0.0 | - | |
|
| 6.9182 | 76100 | 0.0 | - | |
|
| 6.9227 | 76150 | 0.0 | - | |
|
| 6.9273 | 76200 | 0.0 | - | |
|
| 6.9318 | 76250 | 0.0 | - | |
|
| 6.9364 | 76300 | 0.0 | - | |
|
| 6.9409 | 76350 | 0.0001 | - | |
|
| 6.9455 | 76400 | 0.0 | - | |
|
| 6.95 | 76450 | 0.0 | - | |
|
| 6.9545 | 76500 | 0.0 | - | |
|
| 6.9591 | 76550 | 0.0 | - | |
|
| 6.9636 | 76600 | 0.0 | - | |
|
| 6.9682 | 76650 | 0.0 | - | |
|
| 6.9727 | 76700 | 0.0 | - | |
|
| 6.9773 | 76750 | 0.0 | - | |
|
| 6.9818 | 76800 | 0.0 | - | |
|
| 6.9864 | 76850 | 0.0 | - | |
|
| 6.9909 | 76900 | 0.0 | - | |
|
| 6.9955 | 76950 | 0.0 | - | |
|
| 7.0 | 77000 | 0.0 | - | |
|
| 7.0045 | 77050 | 0.0 | - | |
|
| 7.0091 | 77100 | 0.0 | - | |
|
| 7.0136 | 77150 | 0.0 | - | |
|
| 7.0182 | 77200 | 0.0 | - | |
|
| 7.0227 | 77250 | 0.0001 | - | |
|
| 7.0273 | 77300 | 0.0 | - | |
|
| 7.0318 | 77350 | 0.0 | - | |
|
| 7.0364 | 77400 | 0.0 | - | |
|
| 7.0409 | 77450 | 0.0 | - | |
|
| 7.0455 | 77500 | 0.0 | - | |
|
| 7.05 | 77550 | 0.0 | - | |
|
| 7.0545 | 77600 | 0.0 | - | |
|
| 7.0591 | 77650 | 0.0 | - | |
|
| 7.0636 | 77700 | 0.0 | - | |
|
| 7.0682 | 77750 | 0.0 | - | |
|
| 7.0727 | 77800 | 0.0 | - | |
|
| 7.0773 | 77850 | 0.0 | - | |
|
| 7.0818 | 77900 | 0.0 | - | |
|
| 7.0864 | 77950 | 0.0 | - | |
|
| 7.0909 | 78000 | 0.0 | - | |
|
| 7.0955 | 78050 | 0.0 | - | |
|
| 7.1 | 78100 | 0.0 | - | |
|
| 7.1045 | 78150 | 0.0 | - | |
|
| 7.1091 | 78200 | 0.0 | - | |
|
| 7.1136 | 78250 | 0.0 | - | |
|
| 7.1182 | 78300 | 0.0 | - | |
|
| 7.1227 | 78350 | 0.0 | - | |
|
| 7.1273 | 78400 | 0.0 | - | |
|
| 7.1318 | 78450 | 0.0 | - | |
|
| 7.1364 | 78500 | 0.0 | - | |
|
| 7.1409 | 78550 | 0.0 | - | |
|
| 7.1455 | 78600 | 0.0 | - | |
|
| 7.15 | 78650 | 0.0 | - | |
|
| 7.1545 | 78700 | 0.0 | - | |
|
| 7.1591 | 78750 | 0.0 | - | |
|
| 7.1636 | 78800 | 0.0 | - | |
|
| 7.1682 | 78850 | 0.0 | - | |
|
| 7.1727 | 78900 | 0.0 | - | |
|
| 7.1773 | 78950 | 0.0 | - | |
|
| 7.1818 | 79000 | 0.0 | - | |
|
| 7.1864 | 79050 | 0.0 | - | |
|
| 7.1909 | 79100 | 0.0 | - | |
|
| 7.1955 | 79150 | 0.0 | - | |
|
| 7.2 | 79200 | 0.0 | - | |
|
| 7.2045 | 79250 | 0.0 | - | |
|
| 7.2091 | 79300 | 0.0 | - | |
|
| 7.2136 | 79350 | 0.0 | - | |
|
| 7.2182 | 79400 | 0.0001 | - | |
|
| 7.2227 | 79450 | 0.0 | - | |
|
| 7.2273 | 79500 | 0.0 | - | |
|
| 7.2318 | 79550 | 0.0 | - | |
|
| 7.2364 | 79600 | 0.0 | - | |
|
| 7.2409 | 79650 | 0.0 | - | |
|
| 7.2455 | 79700 | 0.0 | - | |
|
| 7.25 | 79750 | 0.0 | - | |
|
| 7.2545 | 79800 | 0.0 | - | |
|
| 7.2591 | 79850 | 0.0 | - | |
|
| 7.2636 | 79900 | 0.0 | - | |
|
| 7.2682 | 79950 | 0.0 | - | |
|
| 7.2727 | 80000 | 0.0 | - | |
|
| 7.2773 | 80050 | 0.0 | - | |
|
| 7.2818 | 80100 | 0.0 | - | |
|
| 7.2864 | 80150 | 0.0 | - | |
|
| 7.2909 | 80200 | 0.0001 | - | |
|
| 7.2955 | 80250 | 0.0 | - | |
|
| 7.3 | 80300 | 0.0 | - | |
|
| 7.3045 | 80350 | 0.0 | - | |
|
| 7.3091 | 80400 | 0.0 | - | |
|
| 7.3136 | 80450 | 0.0001 | - | |
|
| 7.3182 | 80500 | 0.0 | - | |
|
| 7.3227 | 80550 | 0.0 | - | |
|
| 7.3273 | 80600 | 0.0001 | - | |
|
| 7.3318 | 80650 | 0.0 | - | |
|
| 7.3364 | 80700 | 0.0001 | - | |
|
| 7.3409 | 80750 | 0.0 | - | |
|
| 7.3455 | 80800 | 0.0 | - | |
|
| 7.35 | 80850 | 0.0 | - | |
|
| 7.3545 | 80900 | 0.0 | - | |
|
| 7.3591 | 80950 | 0.0 | - | |
|
| 7.3636 | 81000 | 0.0 | - | |
|
| 7.3682 | 81050 | 0.0 | - | |
|
| 7.3727 | 81100 | 0.0 | - | |
|
| 7.3773 | 81150 | 0.0 | - | |
|
| 7.3818 | 81200 | 0.0 | - | |
|
| 7.3864 | 81250 | 0.0 | - | |
|
| 7.3909 | 81300 | 0.0001 | - | |
|
| 7.3955 | 81350 | 0.0 | - | |
|
| 7.4 | 81400 | 0.0 | - | |
|
| 7.4045 | 81450 | 0.0 | - | |
|
| 7.4091 | 81500 | 0.0 | - | |
|
| 7.4136 | 81550 | 0.0 | - | |
|
| 7.4182 | 81600 | 0.0 | - | |
|
| 7.4227 | 81650 | 0.0 | - | |
|
| 7.4273 | 81700 | 0.0 | - | |
|
| 7.4318 | 81750 | 0.0 | - | |
|
| 7.4364 | 81800 | 0.0 | - | |
|
| 7.4409 | 81850 | 0.0001 | - | |
|
| 7.4455 | 81900 | 0.0 | - | |
|
| 7.45 | 81950 | 0.0001 | - | |
|
| 7.4545 | 82000 | 0.0001 | - | |
|
| 7.4591 | 82050 | 0.0 | - | |
|
| 7.4636 | 82100 | 0.0 | - | |
|
| 7.4682 | 82150 | 0.0 | - | |
|
| 7.4727 | 82200 | 0.0 | - | |
|
| 7.4773 | 82250 | 0.0 | - | |
|
| 7.4818 | 82300 | 0.0 | - | |
|
| 7.4864 | 82350 | 0.0 | - | |
|
| 7.4909 | 82400 | 0.0 | - | |
|
| 7.4955 | 82450 | 0.0001 | - | |
|
| 7.5 | 82500 | 0.0 | - | |
|
| 7.5045 | 82550 | 0.0 | - | |
|
| 7.5091 | 82600 | 0.0 | - | |
|
| 7.5136 | 82650 | 0.0 | - | |
|
| 7.5182 | 82700 | 0.0 | - | |
|
| 7.5227 | 82750 | 0.0 | - | |
|
| 7.5273 | 82800 | 0.0 | - | |
|
| 7.5318 | 82850 | 0.0 | - | |
|
| 7.5364 | 82900 | 0.0 | - | |
|
| 7.5409 | 82950 | 0.0 | - | |
|
| 7.5455 | 83000 | 0.0 | - | |
|
| 7.55 | 83050 | 0.0 | - | |
|
| 7.5545 | 83100 | 0.0 | - | |
|
| 7.5591 | 83150 | 0.0 | - | |
|
| 7.5636 | 83200 | 0.0 | - | |
|
| 7.5682 | 83250 | 0.0 | - | |
|
| 7.5727 | 83300 | 0.0 | - | |
|
| 7.5773 | 83350 | 0.0 | - | |
|
| 7.5818 | 83400 | 0.0 | - | |
|
| 7.5864 | 83450 | 0.0 | - | |
|
| 7.5909 | 83500 | 0.0 | - | |
|
| 7.5955 | 83550 | 0.0 | - | |
|
| 7.6 | 83600 | 0.0 | - | |
|
| 7.6045 | 83650 | 0.0 | - | |
|
| 7.6091 | 83700 | 0.0 | - | |
|
| 7.6136 | 83750 | 0.0 | - | |
|
| 7.6182 | 83800 | 0.0 | - | |
|
| 7.6227 | 83850 | 0.0 | - | |
|
| 7.6273 | 83900 | 0.2459 | - | |
|
| 7.6318 | 83950 | 0.0 | - | |
|
| 7.6364 | 84000 | 0.0 | - | |
|
| 7.6409 | 84050 | 0.0 | - | |
|
| 7.6455 | 84100 | 0.0 | - | |
|
| 7.65 | 84150 | 0.0 | - | |
|
| 7.6545 | 84200 | 0.0 | - | |
|
| 7.6591 | 84250 | 0.0001 | - | |
|
| 7.6636 | 84300 | 0.0 | - | |
|
| 7.6682 | 84350 | 0.0 | - | |
|
| 7.6727 | 84400 | 0.0 | - | |
|
| 7.6773 | 84450 | 0.0 | - | |
|
| 7.6818 | 84500 | 0.0 | - | |
|
| 7.6864 | 84550 | 0.0 | - | |
|
| 7.6909 | 84600 | 0.0 | - | |
|
| 7.6955 | 84650 | 0.0 | - | |
|
| 7.7 | 84700 | 0.0 | - | |
|
| 7.7045 | 84750 | 0.0 | - | |
|
| 7.7091 | 84800 | 0.0 | - | |
|
| 7.7136 | 84850 | 0.0 | - | |
|
| 7.7182 | 84900 | 0.0 | - | |
|
| 7.7227 | 84950 | 0.0 | - | |
|
| 7.7273 | 85000 | 0.0 | - | |
|
| 7.7318 | 85050 | 0.0 | - | |
|
| 7.7364 | 85100 | 0.0 | - | |
|
| 7.7409 | 85150 | 0.0 | - | |
|
| 7.7455 | 85200 | 0.0 | - | |
|
| 7.75 | 85250 | 0.0 | - | |
|
| 7.7545 | 85300 | 0.0 | - | |
|
| 7.7591 | 85350 | 0.0 | - | |
|
| 7.7636 | 85400 | 0.0 | - | |
|
| 7.7682 | 85450 | 0.0 | - | |
|
| 7.7727 | 85500 | 0.0001 | - | |
|
| 7.7773 | 85550 | 0.0 | - | |
|
| 7.7818 | 85600 | 0.0 | - | |
|
| 7.7864 | 85650 | 0.0 | - | |
|
| 7.7909 | 85700 | 0.0 | - | |
|
| 7.7955 | 85750 | 0.0 | - | |
|
| 7.8 | 85800 | 0.0 | - | |
|
| 7.8045 | 85850 | 0.0 | - | |
|
| 7.8091 | 85900 | 0.0 | - | |
|
| 7.8136 | 85950 | 0.0 | - | |
|
| 7.8182 | 86000 | 0.0 | - | |
|
| 7.8227 | 86050 | 0.0 | - | |
|
| 7.8273 | 86100 | 0.0 | - | |
|
| 7.8318 | 86150 | 0.0001 | - | |
|
| 7.8364 | 86200 | 0.0 | - | |
|
| 7.8409 | 86250 | 0.0 | - | |
|
| 7.8455 | 86300 | 0.0 | - | |
|
| 7.85 | 86350 | 0.0 | - | |
|
| 7.8545 | 86400 | 0.0 | - | |
|
| 7.8591 | 86450 | 0.0 | - | |
|
| 7.8636 | 86500 | 0.0 | - | |
|
| 7.8682 | 86550 | 0.0 | - | |
|
| 7.8727 | 86600 | 0.0 | - | |
|
| 7.8773 | 86650 | 0.0 | - | |
|
| 7.8818 | 86700 | 0.0 | - | |
|
| 7.8864 | 86750 | 0.0 | - | |
|
| 7.8909 | 86800 | 0.0 | - | |
|
| 7.8955 | 86850 | 0.0 | - | |
|
| 7.9 | 86900 | 0.0001 | - | |
|
| 7.9045 | 86950 | 0.0 | - | |
|
| 7.9091 | 87000 | 0.0 | - | |
|
| 7.9136 | 87050 | 0.0 | - | |
|
| 7.9182 | 87100 | 0.0 | - | |
|
| 7.9227 | 87150 | 0.0 | - | |
|
| 7.9273 | 87200 | 0.0 | - | |
|
| 7.9318 | 87250 | 0.0 | - | |
|
| 7.9364 | 87300 | 0.0 | - | |
|
| 7.9409 | 87350 | 0.0 | - | |
|
| 7.9455 | 87400 | 0.0 | - | |
|
| 7.95 | 87450 | 0.0 | - | |
|
| 7.9545 | 87500 | 0.0 | - | |
|
| 7.9591 | 87550 | 0.0 | - | |
|
| 7.9636 | 87600 | 0.0 | - | |
|
| 7.9682 | 87650 | 0.0 | - | |
|
| 7.9727 | 87700 | 0.0 | - | |
|
| 7.9773 | 87750 | 0.0 | - | |
|
| 7.9818 | 87800 | 0.0 | - | |
|
| 7.9864 | 87850 | 0.0 | - | |
|
| 7.9909 | 87900 | 0.0 | - | |
|
| 7.9955 | 87950 | 0.0 | - | |
|
| 8.0 | 88000 | 0.0 | - | |
|
| 8.0045 | 88050 | 0.0 | - | |
|
| 8.0091 | 88100 | 0.0 | - | |
|
| 8.0136 | 88150 | 0.0 | - | |
|
| 8.0182 | 88200 | 0.0 | - | |
|
| 8.0227 | 88250 | 0.0 | - | |
|
| 8.0273 | 88300 | 0.0 | - | |
|
| 8.0318 | 88350 | 0.0 | - | |
|
| 8.0364 | 88400 | 0.0 | - | |
|
| 8.0409 | 88450 | 0.0 | - | |
|
| 8.0455 | 88500 | 0.0 | - | |
|
| 8.05 | 88550 | 0.0 | - | |
|
| 8.0545 | 88600 | 0.0001 | - | |
|
| 8.0591 | 88650 | 0.0 | - | |
|
| 8.0636 | 88700 | 0.0 | - | |
|
| 8.0682 | 88750 | 0.123 | - | |
|
| 8.0727 | 88800 | 0.0 | - | |
|
| 8.0773 | 88850 | 0.0 | - | |
|
| 8.0818 | 88900 | 0.0 | - | |
|
| 8.0864 | 88950 | 0.0 | - | |
|
| 8.0909 | 89000 | 0.0001 | - | |
|
| 8.0955 | 89050 | 0.0001 | - | |
|
| 8.1 | 89100 | 0.0 | - | |
|
| 8.1045 | 89150 | 0.0 | - | |
|
| 8.1091 | 89200 | 0.0 | - | |
|
| 8.1136 | 89250 | 0.0 | - | |
|
| 8.1182 | 89300 | 0.0 | - | |
|
| 8.1227 | 89350 | 0.0 | - | |
|
| 8.1273 | 89400 | 0.0 | - | |
|
| 8.1318 | 89450 | 0.0 | - | |
|
| 8.1364 | 89500 | 0.0 | - | |
|
| 8.1409 | 89550 | 0.0 | - | |
|
| 8.1455 | 89600 | 0.0 | - | |
|
| 8.15 | 89650 | 0.0 | - | |
|
| 8.1545 | 89700 | 0.0001 | - | |
|
| 8.1591 | 89750 | 0.0 | - | |
|
| 8.1636 | 89800 | 0.0 | - | |
|
| 8.1682 | 89850 | 0.0 | - | |
|
| 8.1727 | 89900 | 0.0 | - | |
|
| 8.1773 | 89950 | 0.0 | - | |
|
| 8.1818 | 90000 | 0.0 | - | |
|
| 8.1864 | 90050 | 0.0001 | - | |
|
| 8.1909 | 90100 | 0.0 | - | |
|
| 8.1955 | 90150 | 0.0 | - | |
|
| 8.2 | 90200 | 0.0 | - | |
|
| 8.2045 | 90250 | 0.0 | - | |
|
| 8.2091 | 90300 | 0.0 | - | |
|
| 8.2136 | 90350 | 0.0 | - | |
|
| 8.2182 | 90400 | 0.0 | - | |
|
| 8.2227 | 90450 | 0.0 | - | |
|
| 8.2273 | 90500 | 0.0 | - | |
|
| 8.2318 | 90550 | 0.0 | - | |
|
| 8.2364 | 90600 | 0.0 | - | |
|
| 8.2409 | 90650 | 0.0 | - | |
|
| 8.2455 | 90700 | 0.0 | - | |
|
| 8.25 | 90750 | 0.0 | - | |
|
| 8.2545 | 90800 | 0.0 | - | |
|
| 8.2591 | 90850 | 0.0 | - | |
|
| 8.2636 | 90900 | 0.0 | - | |
|
| 8.2682 | 90950 | 0.0 | - | |
|
| 8.2727 | 91000 | 0.0 | - | |
|
| 8.2773 | 91050 | 0.0 | - | |
|
| 8.2818 | 91100 | 0.0 | - | |
|
| 8.2864 | 91150 | 0.0 | - | |
|
| 8.2909 | 91200 | 0.0001 | - | |
|
| 8.2955 | 91250 | 0.0 | - | |
|
| 8.3 | 91300 | 0.0 | - | |
|
| 8.3045 | 91350 | 0.0 | - | |
|
| 8.3091 | 91400 | 0.0 | - | |
|
| 8.3136 | 91450 | 0.0 | - | |
|
| 8.3182 | 91500 | 0.0 | - | |
|
| 8.3227 | 91550 | 0.0001 | - | |
|
| 8.3273 | 91600 | 0.0 | - | |
|
| 8.3318 | 91650 | 0.0 | - | |
|
| 8.3364 | 91700 | 0.0 | - | |
|
| 8.3409 | 91750 | 0.0 | - | |
|
| 8.3455 | 91800 | 0.0 | - | |
|
| 8.35 | 91850 | 0.0 | - | |
|
| 8.3545 | 91900 | 0.0 | - | |
|
| 8.3591 | 91950 | 0.0001 | - | |
|
| 8.3636 | 92000 | 0.0 | - | |
|
| 8.3682 | 92050 | 0.0 | - | |
|
| 8.3727 | 92100 | 0.0 | - | |
|
| 8.3773 | 92150 | 0.0 | - | |
|
| 8.3818 | 92200 | 0.0 | - | |
|
| 8.3864 | 92250 | 0.0 | - | |
|
| 8.3909 | 92300 | 0.0 | - | |
|
| 8.3955 | 92350 | 0.0 | - | |
|
| 8.4 | 92400 | 0.0 | - | |
|
| 8.4045 | 92450 | 0.0 | - | |
|
| 8.4091 | 92500 | 0.0 | - | |
|
| 8.4136 | 92550 | 0.0 | - | |
|
| 8.4182 | 92600 | 0.0 | - | |
|
| 8.4227 | 92650 | 0.0 | - | |
|
| 8.4273 | 92700 | 0.0 | - | |
|
| 8.4318 | 92750 | 0.0 | - | |
|
| 8.4364 | 92800 | 0.0 | - | |
|
| 8.4409 | 92850 | 0.0 | - | |
|
| 8.4455 | 92900 | 0.0 | - | |
|
| 8.45 | 92950 | 0.0 | - | |
|
| 8.4545 | 93000 | 0.0 | - | |
|
| 8.4591 | 93050 | 0.0 | - | |
|
| 8.4636 | 93100 | 0.0 | - | |
|
| 8.4682 | 93150 | 0.0 | - | |
|
| 8.4727 | 93200 | 0.0 | - | |
|
| 8.4773 | 93250 | 0.0 | - | |
|
| 8.4818 | 93300 | 0.0 | - | |
|
| 8.4864 | 93350 | 0.0001 | - | |
|
| 8.4909 | 93400 | 0.0 | - | |
|
| 8.4955 | 93450 | 0.0 | - | |
|
| 8.5 | 93500 | 0.0 | - | |
|
| 8.5045 | 93550 | 0.0 | - | |
|
| 8.5091 | 93600 | 0.0 | - | |
|
| 8.5136 | 93650 | 0.0 | - | |
|
| 8.5182 | 93700 | 0.0 | - | |
|
| 8.5227 | 93750 | 0.0 | - | |
|
| 8.5273 | 93800 | 0.0 | - | |
|
| 8.5318 | 93850 | 0.0 | - | |
|
| 8.5364 | 93900 | 0.0 | - | |
|
| 8.5409 | 93950 | 0.0 | - | |
|
| 8.5455 | 94000 | 0.0 | - | |
|
| 8.55 | 94050 | 0.0 | - | |
|
| 8.5545 | 94100 | 0.0 | - | |
|
| 8.5591 | 94150 | 0.0 | - | |
|
| 8.5636 | 94200 | 0.0 | - | |
|
| 8.5682 | 94250 | 0.0 | - | |
|
| 8.5727 | 94300 | 0.0 | - | |
|
| 8.5773 | 94350 | 0.0 | - | |
|
| 8.5818 | 94400 | 0.0 | - | |
|
| 8.5864 | 94450 | 0.0 | - | |
|
| 8.5909 | 94500 | 0.0 | - | |
|
| 8.5955 | 94550 | 0.0 | - | |
|
| 8.6 | 94600 | 0.0 | - | |
|
| 8.6045 | 94650 | 0.0 | - | |
|
| 8.6091 | 94700 | 0.0 | - | |
|
| 8.6136 | 94750 | 0.0 | - | |
|
| 8.6182 | 94800 | 0.0 | - | |
|
| 8.6227 | 94850 | 0.0 | - | |
|
| 8.6273 | 94900 | 0.0 | - | |
|
| 8.6318 | 94950 | 0.0 | - | |
|
| 8.6364 | 95000 | 0.0 | - | |
|
| 8.6409 | 95050 | 0.0 | - | |
|
| 8.6455 | 95100 | 0.0 | - | |
|
| 8.65 | 95150 | 0.0 | - | |
|
| 8.6545 | 95200 | 0.0001 | - | |
|
| 8.6591 | 95250 | 0.0001 | - | |
|
| 8.6636 | 95300 | 0.0 | - | |
|
| 8.6682 | 95350 | 0.0 | - | |
|
| 8.6727 | 95400 | 0.0001 | - | |
|
| 8.6773 | 95450 | 0.0 | - | |
|
| 8.6818 | 95500 | 0.0 | - | |
|
| 8.6864 | 95550 | 0.0 | - | |
|
| 8.6909 | 95600 | 0.0 | - | |
|
| 8.6955 | 95650 | 0.0 | - | |
|
| 8.7 | 95700 | 0.0 | - | |
|
| 8.7045 | 95750 | 0.0 | - | |
|
| 8.7091 | 95800 | 0.0 | - | |
|
| 8.7136 | 95850 | 0.0 | - | |
|
| 8.7182 | 95900 | 0.0 | - | |
|
| 8.7227 | 95950 | 0.0 | - | |
|
| 8.7273 | 96000 | 0.0 | - | |
|
| 8.7318 | 96050 | 0.0001 | - | |
|
| 8.7364 | 96100 | 0.0 | - | |
|
| 8.7409 | 96150 | 0.0 | - | |
|
| 8.7455 | 96200 | 0.0 | - | |
|
| 8.75 | 96250 | 0.0 | - | |
|
| 8.7545 | 96300 | 0.0 | - | |
|
| 8.7591 | 96350 | 0.0 | - | |
|
| 8.7636 | 96400 | 0.0 | - | |
|
| 8.7682 | 96450 | 0.0 | - | |
|
| 8.7727 | 96500 | 0.0 | - | |
|
| 8.7773 | 96550 | 0.0 | - | |
|
| 8.7818 | 96600 | 0.0 | - | |
|
| 8.7864 | 96650 | 0.0 | - | |
|
| 8.7909 | 96700 | 0.0 | - | |
|
| 8.7955 | 96750 | 0.0 | - | |
|
| 8.8 | 96800 | 0.0 | - | |
|
| 8.8045 | 96850 | 0.0 | - | |
|
| 8.8091 | 96900 | 0.0 | - | |
|
| 8.8136 | 96950 | 0.0001 | - | |
|
| 8.8182 | 97000 | 0.0 | - | |
|
| 8.8227 | 97050 | 0.0 | - | |
|
| 8.8273 | 97100 | 0.0 | - | |
|
| 8.8318 | 97150 | 0.0 | - | |
|
| 8.8364 | 97200 | 0.0 | - | |
|
| 8.8409 | 97250 | 0.0 | - | |
|
| 8.8455 | 97300 | 0.0 | - | |
|
| 8.85 | 97350 | 0.0 | - | |
|
| 8.8545 | 97400 | 0.0 | - | |
|
| 8.8591 | 97450 | 0.0 | - | |
|
| 8.8636 | 97500 | 0.0 | - | |
|
| 8.8682 | 97550 | 0.0 | - | |
|
| 8.8727 | 97600 | 0.0 | - | |
|
| 8.8773 | 97650 | 0.0 | - | |
|
| 8.8818 | 97700 | 0.0 | - | |
|
| 8.8864 | 97750 | 0.0 | - | |
|
| 8.8909 | 97800 | 0.0 | - | |
|
| 8.8955 | 97850 | 0.0 | - | |
|
| 8.9 | 97900 | 0.0 | - | |
|
| 8.9045 | 97950 | 0.0 | - | |
|
| 8.9091 | 98000 | 0.0 | - | |
|
| 8.9136 | 98050 | 0.0 | - | |
|
| 8.9182 | 98100 | 0.0 | - | |
|
| 8.9227 | 98150 | 0.0 | - | |
|
| 8.9273 | 98200 | 0.0001 | - | |
|
| 8.9318 | 98250 | 0.0 | - | |
|
| 8.9364 | 98300 | 0.0 | - | |
|
| 8.9409 | 98350 | 0.0 | - | |
|
| 8.9455 | 98400 | 0.0 | - | |
|
| 8.95 | 98450 | 0.0 | - | |
|
| 8.9545 | 98500 | 0.0 | - | |
|
| 8.9591 | 98550 | 0.0 | - | |
|
| 8.9636 | 98600 | 0.0 | - | |
|
| 8.9682 | 98650 | 0.0 | - | |
|
| 8.9727 | 98700 | 0.0 | - | |
|
| 8.9773 | 98750 | 0.0 | - | |
|
| 8.9818 | 98800 | 0.0 | - | |
|
| 8.9864 | 98850 | 0.0 | - | |
|
| 8.9909 | 98900 | 0.0 | - | |
|
| 8.9955 | 98950 | 0.0 | - | |
|
| 9.0 | 99000 | 0.0 | - | |
|
| 9.0045 | 99050 | 0.0 | - | |
|
| 9.0091 | 99100 | 0.0 | - | |
|
| 9.0136 | 99150 | 0.0 | - | |
|
| 9.0182 | 99200 | 0.0001 | - | |
|
| 9.0227 | 99250 | 0.0 | - | |
|
| 9.0273 | 99300 | 0.0 | - | |
|
| 9.0318 | 99350 | 0.0 | - | |
|
| 9.0364 | 99400 | 0.0 | - | |
|
| 9.0409 | 99450 | 0.0 | - | |
|
| 9.0455 | 99500 | 0.0 | - | |
|
| 9.05 | 99550 | 0.0 | - | |
|
| 9.0545 | 99600 | 0.0 | - | |
|
| 9.0591 | 99650 | 0.0 | - | |
|
| 9.0636 | 99700 | 0.0 | - | |
|
| 9.0682 | 99750 | 0.0 | - | |
|
| 9.0727 | 99800 | 0.0 | - | |
|
| 9.0773 | 99850 | 0.0 | - | |
|
| 9.0818 | 99900 | 0.0001 | - | |
|
| 9.0864 | 99950 | 0.0 | - | |
|
| 9.0909 | 100000 | 0.0 | - | |
|
| 9.0955 | 100050 | 0.0 | - | |
|
| 9.1 | 100100 | 0.0 | - | |
|
| 9.1045 | 100150 | 0.0 | - | |
|
| 9.1091 | 100200 | 0.0 | - | |
|
| 9.1136 | 100250 | 0.0 | - | |
|
| 9.1182 | 100300 | 0.0 | - | |
|
| 9.1227 | 100350 | 0.0 | - | |
|
| 9.1273 | 100400 | 0.0 | - | |
|
| 9.1318 | 100450 | 0.0 | - | |
|
| 9.1364 | 100500 | 0.0 | - | |
|
| 9.1409 | 100550 | 0.0 | - | |
|
| 9.1455 | 100600 | 0.0 | - | |
|
| 9.15 | 100650 | 0.0 | - | |
|
| 9.1545 | 100700 | 0.0 | - | |
|
| 9.1591 | 100750 | 0.0 | - | |
|
| 9.1636 | 100800 | 0.0 | - | |
|
| 9.1682 | 100850 | 0.0 | - | |
|
| 9.1727 | 100900 | 0.0 | - | |
|
| 9.1773 | 100950 | 0.0 | - | |
|
| 9.1818 | 101000 | 0.0 | - | |
|
| 9.1864 | 101050 | 0.0 | - | |
|
| 9.1909 | 101100 | 0.0 | - | |
|
| 9.1955 | 101150 | 0.0 | - | |
|
| 9.2 | 101200 | 0.0 | - | |
|
| 9.2045 | 101250 | 0.0 | - | |
|
| 9.2091 | 101300 | 0.0 | - | |
|
| 9.2136 | 101350 | 0.0 | - | |
|
| 9.2182 | 101400 | 0.0 | - | |
|
| 9.2227 | 101450 | 0.0 | - | |
|
| 9.2273 | 101500 | 0.0 | - | |
|
| 9.2318 | 101550 | 0.0 | - | |
|
| 9.2364 | 101600 | 0.0 | - | |
|
| 9.2409 | 101650 | 0.0 | - | |
|
| 9.2455 | 101700 | 0.0 | - | |
|
| 9.25 | 101750 | 0.0 | - | |
|
| 9.2545 | 101800 | 0.0 | - | |
|
| 9.2591 | 101850 | 0.0 | - | |
|
| 9.2636 | 101900 | 0.0 | - | |
|
| 9.2682 | 101950 | 0.0 | - | |
|
| 9.2727 | 102000 | 0.0 | - | |
|
| 9.2773 | 102050 | 0.0 | - | |
|
| 9.2818 | 102100 | 0.0 | - | |
|
| 9.2864 | 102150 | 0.0 | - | |
|
| 9.2909 | 102200 | 0.0 | - | |
|
| 9.2955 | 102250 | 0.0 | - | |
|
| 9.3 | 102300 | 0.0 | - | |
|
| 9.3045 | 102350 | 0.0 | - | |
|
| 9.3091 | 102400 | 0.0 | - | |
|
| 9.3136 | 102450 | 0.0 | - | |
|
| 9.3182 | 102500 | 0.0 | - | |
|
| 9.3227 | 102550 | 0.0 | - | |
|
| 9.3273 | 102600 | 0.0 | - | |
|
| 9.3318 | 102650 | 0.0 | - | |
|
| 9.3364 | 102700 | 0.0 | - | |
|
| 9.3409 | 102750 | 0.0 | - | |
|
| 9.3455 | 102800 | 0.0 | - | |
|
| 9.35 | 102850 | 0.0 | - | |
|
| 9.3545 | 102900 | 0.0 | - | |
|
| 9.3591 | 102950 | 0.0 | - | |
|
| 9.3636 | 103000 | 0.0 | - | |
|
| 9.3682 | 103050 | 0.0 | - | |
|
| 9.3727 | 103100 | 0.0 | - | |
|
| 9.3773 | 103150 | 0.0 | - | |
|
| 9.3818 | 103200 | 0.0 | - | |
|
| 9.3864 | 103250 | 0.0 | - | |
|
| 9.3909 | 103300 | 0.0 | - | |
|
| 9.3955 | 103350 | 0.0 | - | |
|
| 9.4 | 103400 | 0.0 | - | |
|
| 9.4045 | 103450 | 0.0 | - | |
|
| 9.4091 | 103500 | 0.0 | - | |
|
| 9.4136 | 103550 | 0.0 | - | |
|
| 9.4182 | 103600 | 0.0 | - | |
|
| 9.4227 | 103650 | 0.0 | - | |
|
| 9.4273 | 103700 | 0.0 | - | |
|
| 9.4318 | 103750 | 0.0 | - | |
|
| 9.4364 | 103800 | 0.0 | - | |
|
| 9.4409 | 103850 | 0.0 | - | |
|
| 9.4455 | 103900 | 0.0 | - | |
|
| 9.45 | 103950 | 0.0 | - | |
|
| 9.4545 | 104000 | 0.0 | - | |
|
| 9.4591 | 104050 | 0.0 | - | |
|
| 9.4636 | 104100 | 0.0 | - | |
|
| 9.4682 | 104150 | 0.0 | - | |
|
| 9.4727 | 104200 | 0.0 | - | |
|
| 9.4773 | 104250 | 0.0 | - | |
|
| 9.4818 | 104300 | 0.0 | - | |
|
| 9.4864 | 104350 | 0.0 | - | |
|
| 9.4909 | 104400 | 0.0 | - | |
|
| 9.4955 | 104450 | 0.0 | - | |
|
| 9.5 | 104500 | 0.0 | - | |
|
| 9.5045 | 104550 | 0.0 | - | |
|
| 9.5091 | 104600 | 0.0 | - | |
|
| 9.5136 | 104650 | 0.0 | - | |
|
| 9.5182 | 104700 | 0.0 | - | |
|
| 9.5227 | 104750 | 0.0 | - | |
|
| 9.5273 | 104800 | 0.0 | - | |
|
| 9.5318 | 104850 | 0.0 | - | |
|
| 9.5364 | 104900 | 0.0 | - | |
|
| 9.5409 | 104950 | 0.0 | - | |
|
| 9.5455 | 105000 | 0.0 | - | |
|
| 9.55 | 105050 | 0.0 | - | |
|
| 9.5545 | 105100 | 0.0 | - | |
|
| 9.5591 | 105150 | 0.0 | - | |
|
| 9.5636 | 105200 | 0.0 | - | |
|
| 9.5682 | 105250 | 0.0 | - | |
|
| 9.5727 | 105300 | 0.0 | - | |
|
| 9.5773 | 105350 | 0.0 | - | |
|
| 9.5818 | 105400 | 0.0 | - | |
|
| 9.5864 | 105450 | 0.0 | - | |
|
| 9.5909 | 105500 | 0.0 | - | |
|
| 9.5955 | 105550 | 0.0 | - | |
|
| 9.6 | 105600 | 0.0 | - | |
|
| 9.6045 | 105650 | 0.0001 | - | |
|
| 9.6091 | 105700 | 0.0 | - | |
|
| 9.6136 | 105750 | 0.0 | - | |
|
| 9.6182 | 105800 | 0.0 | - | |
|
| 9.6227 | 105850 | 0.0 | - | |
|
| 9.6273 | 105900 | 0.0 | - | |
|
| 9.6318 | 105950 | 0.0 | - | |
|
| 9.6364 | 106000 | 0.0 | - | |
|
| 9.6409 | 106050 | 0.0001 | - | |
|
| 9.6455 | 106100 | 0.0 | - | |
|
| 9.65 | 106150 | 0.0 | - | |
|
| 9.6545 | 106200 | 0.0 | - | |
|
| 9.6591 | 106250 | 0.0 | - | |
|
| 9.6636 | 106300 | 0.0 | - | |
|
| 9.6682 | 106350 | 0.0 | - | |
|
| 9.6727 | 106400 | 0.0 | - | |
|
| 9.6773 | 106450 | 0.0 | - | |
|
| 9.6818 | 106500 | 0.0 | - | |
|
| 9.6864 | 106550 | 0.0 | - | |
|
| 9.6909 | 106600 | 0.0 | - | |
|
| 9.6955 | 106650 | 0.0 | - | |
|
| 9.7 | 106700 | 0.0 | - | |
|
| 9.7045 | 106750 | 0.0 | - | |
|
| 9.7091 | 106800 | 0.0 | - | |
|
| 9.7136 | 106850 | 0.0 | - | |
|
| 9.7182 | 106900 | 0.0 | - | |
|
| 9.7227 | 106950 | 0.0 | - | |
|
| 9.7273 | 107000 | 0.0 | - | |
|
| 9.7318 | 107050 | 0.0 | - | |
|
| 9.7364 | 107100 | 0.0 | - | |
|
| 9.7409 | 107150 | 0.0 | - | |
|
| 9.7455 | 107200 | 0.0 | - | |
|
| 9.75 | 107250 | 0.0 | - | |
|
| 9.7545 | 107300 | 0.0 | - | |
|
| 9.7591 | 107350 | 0.0 | - | |
|
| 9.7636 | 107400 | 0.0 | - | |
|
| 9.7682 | 107450 | 0.0 | - | |
|
| 9.7727 | 107500 | 0.0 | - | |
|
| 9.7773 | 107550 | 0.0 | - | |
|
| 9.7818 | 107600 | 0.0 | - | |
|
| 9.7864 | 107650 | 0.0 | - | |
|
| 9.7909 | 107700 | 0.0 | - | |
|
| 9.7955 | 107750 | 0.0 | - | |
|
| 9.8 | 107800 | 0.0 | - | |
|
| 9.8045 | 107850 | 0.0 | - | |
|
| 9.8091 | 107900 | 0.0 | - | |
|
| 9.8136 | 107950 | 0.0 | - | |
|
| 9.8182 | 108000 | 0.0 | - | |
|
| 9.8227 | 108050 | 0.0 | - | |
|
| 9.8273 | 108100 | 0.0 | - | |
|
| 9.8318 | 108150 | 0.0 | - | |
|
| 9.8364 | 108200 | 0.0 | - | |
|
| 9.8409 | 108250 | 0.0 | - | |
|
| 9.8455 | 108300 | 0.0 | - | |
|
| 9.85 | 108350 | 0.0 | - | |
|
| 9.8545 | 108400 | 0.0 | - | |
|
| 9.8591 | 108450 | 0.0 | - | |
|
| 9.8636 | 108500 | 0.0 | - | |
|
| 9.8682 | 108550 | 0.0 | - | |
|
| 9.8727 | 108600 | 0.0 | - | |
|
| 9.8773 | 108650 | 0.0 | - | |
|
| 9.8818 | 108700 | 0.0 | - | |
|
| 9.8864 | 108750 | 0.0 | - | |
|
| 9.8909 | 108800 | 0.0 | - | |
|
| 9.8955 | 108850 | 0.0 | - | |
|
| 9.9 | 108900 | 0.0 | - | |
|
| 9.9045 | 108950 | 0.0 | - | |
|
| 9.9091 | 109000 | 0.0 | - | |
|
| 9.9136 | 109050 | 0.0 | - | |
|
| 9.9182 | 109100 | 0.0 | - | |
|
| 9.9227 | 109150 | 0.0 | - | |
|
| 9.9273 | 109200 | 0.0 | - | |
|
| 9.9318 | 109250 | 0.0 | - | |
|
| 9.9364 | 109300 | 0.0 | - | |
|
| 9.9409 | 109350 | 0.0 | - | |
|
| 9.9455 | 109400 | 0.0 | - | |
|
| 9.95 | 109450 | 0.0 | - | |
|
| 9.9545 | 109500 | 0.0 | - | |
|
| 9.9591 | 109550 | 0.0 | - | |
|
| 9.9636 | 109600 | 0.0 | - | |
|
| 9.9682 | 109650 | 0.0 | - | |
|
| 9.9727 | 109700 | 0.0 | - | |
|
| 9.9773 | 109750 | 0.0 | - | |
|
| 9.9818 | 109800 | 0.0 | - | |
|
| 9.9864 | 109850 | 0.0 | - | |
|
| 9.9909 | 109900 | 0.0 | - | |
|
| 9.9955 | 109950 | 0.0 | - | |
|
| 10.0 | 110000 | 0.0 | - | |
|
|
|
### Framework Versions |
|
- Python: 3.10.12 |
|
- SetFit: 1.0.1 |
|
- Sentence Transformers: 2.2.2 |
|
- Transformers: 4.36.0 |
|
- PyTorch: 2.0.0 |
|
- Datasets: 2.15.0 |
|
- Tokenizers: 0.15.0 |
|
|
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## Citation |
|
|
|
### BibTeX |
|
```bibtex |
|
@article{https://doi.org/10.48550/arxiv.2209.11055, |
|
doi = {10.48550/ARXIV.2209.11055}, |
|
url = {https://arxiv.org/abs/2209.11055}, |
|
author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren}, |
|
keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences}, |
|
title = {Efficient Few-Shot Learning Without Prompts}, |
|
publisher = {arXiv}, |
|
year = {2022}, |
|
copyright = {Creative Commons Attribution 4.0 International} |
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} |
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``` |
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