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---
license: apache-2.0
base_model: microsoft/conditional-detr-resnet-50
tags:
- generated_from_trainer
model-index:
- name: detr_finetuned_coco
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# detr_finetuned_coco
This model is a fine-tuned version of [microsoft/conditional-detr-resnet-50](https://huggingface.co/microsoft/conditional-detr-resnet-50) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.4235
- Map: 0.2714
- Map 50: 0.3867
- Map 75: 0.2968
- Map Small: 0.0662
- Map Medium: 0.1688
- Map Large: 0.3006
- Mar 1: 0.2872
- Mar 10: 0.507
- Mar 100: 0.5305
- Mar Small: 0.0952
- Mar Medium: 0.2946
- Mar Large: 0.5785
- Map Person: 0.5441
- Mar 100 Person: 0.6838
- Map Bicycle: 0.3146
- Mar 100 Bicycle: 0.6
- Map Car: 0.3302
- Mar 100 Car: 0.6011
- Map Motorcycle: 0.3008
- Mar 100 Motorcycle: 0.5347
- Map Airplane: 0.2611
- Mar 100 Airplane: 0.4893
- Map Bus: 0.2997
- Mar 100 Bus: 0.68
- Map Train: 0.4005
- Mar 100 Train: 0.6808
- Map Truck: 0.2124
- Mar 100 Truck: 0.6667
- Map Boat: 0.2231
- Mar 100 Boat: 0.4964
- Map Traffic light: 0.3589
- Mar 100 Traffic light: 0.5547
- Map Fire hydrant: 0.7419
- Mar 100 Fire hydrant: 0.7556
- Map Stop sign: 0.3547
- Mar 100 Stop sign: 0.4375
- Map Parking meter: 0.0595
- Mar 100 Parking meter: 0.48
- Map Bench: 0.0526
- Mar 100 Bench: 0.237
- Map Bird: 0.1136
- Mar 100 Bird: 0.3169
- Map Cat: 0.5449
- Mar 100 Cat: 0.7214
- Map Dog: 0.2094
- Mar 100 Dog: 0.6021
- Map Horse: 0.4232
- Mar 100 Horse: 0.6575
- Map Sheep: 0.3734
- Mar 100 Sheep: 0.6176
- Map Cow: 0.2624
- Mar 100 Cow: 0.6521
- Map Elephant: 0.6967
- Mar 100 Elephant: 0.8636
- Map Bear: 0.1197
- Mar 100 Bear: 0.6875
- Map Zebra: 0.419
- Mar 100 Zebra: 0.5
- Map Giraffe: 0.7759
- Mar 100 Giraffe: 0.9
- Map Backpack: 0.0932
- Mar 100 Backpack: 0.3887
- Map Umbrella: 0.2971
- Mar 100 Umbrella: 0.498
- Map Handbag: 0.028
- Mar 100 Handbag: 0.3605
- Map Tie: 0.4376
- Mar 100 Tie: 0.5745
- Map Suitcase: 0.0202
- Mar 100 Suitcase: 0.2778
- Map Frisbee: 0.4422
- Mar 100 Frisbee: 0.6583
- Map Skis: 0.2384
- Mar 100 Skis: 0.5714
- Map Snowboard: 0.2114
- Mar 100 Snowboard: 0.575
- Map Sports ball: 0.3106
- Mar 100 Sports ball: 0.545
- Map Kite: 0.3103
- Mar 100 Kite: 0.585
- Map Baseball bat: 0.0709
- Mar 100 Baseball bat: 0.4364
- Map Baseball glove: 0.1192
- Mar 100 Baseball glove: 0.6211
- Map Skateboard: 0.3989
- Mar 100 Skateboard: 0.668
- Map Surfboard: 0.4623
- Mar 100 Surfboard: 0.7478
- Map Tennis racket: 0.36
- Mar 100 Tennis racket: 0.5905
- Map Bottle: 0.2205
- Mar 100 Bottle: 0.4743
- Map Wine glass: 0.3316
- Mar 100 Wine glass: 0.4955
- Map Cup: 0.2914
- Mar 100 Cup: 0.5055
- Map Fork: 0.2044
- Mar 100 Fork: 0.3984
- Map Knife: 0.0793
- Mar 100 Knife: 0.349
- Map Spoon: 0.0941
- Mar 100 Spoon: 0.4433
- Map Bowl: 0.3273
- Mar 100 Bowl: 0.6047
- Map Banana: 0.2905
- Mar 100 Banana: 0.5079
- Map Apple: 0.1335
- Mar 100 Apple: 0.4471
- Map Sandwich: 0.2086
- Mar 100 Sandwich: 0.656
- Map Orange: 0.2413
- Mar 100 Orange: 0.5346
- Map Broccoli: 0.1865
- Mar 100 Broccoli: 0.5719
- Map Carrot: 0.2751
- Mar 100 Carrot: 0.6054
- Map Hot dog: 0.1325
- Mar 100 Hot dog: 0.6438
- Map Pizza: 0.6047
- Mar 100 Pizza: 0.719
- Map Donut: 0.4449
- Mar 100 Donut: 0.6707
- Map Cake: 0.1137
- Mar 100 Cake: 0.4508
- Map Chair: 0.2514
- Mar 100 Chair: 0.5078
- Map Couch: 0.1922
- Mar 100 Couch: 0.5962
- Map Potted plant: 0.1817
- Mar 100 Potted plant: 0.3297
- Map Bed: 0.5156
- Mar 100 Bed: 0.7962
- Map Dining table: 0.3427
- Mar 100 Dining table: 0.5894
- Map Toilet: 0.4477
- Mar 100 Toilet: 0.5267
- Map Tv: 0.4456
- Mar 100 Tv: 0.6929
- Map Laptop: 0.1816
- Mar 100 Laptop: 0.3328
- Map Mouse: 0.2073
- Mar 100 Mouse: 0.6556
- Map Remote: 0.1011
- Mar 100 Remote: 0.4635
- Map Keyboard: 0.233
- Mar 100 Keyboard: 0.3769
- Map Cell phone: 0.0924
- Mar 100 Cell phone: 0.3432
- Map Microwave: 0.1925
- Mar 100 Microwave: 0.325
- Map Oven: 0.0465
- Mar 100 Oven: 0.2
- Map Toaster: 0.0
- Mar 100 Toaster: 0.0
- Map Sink: 0.381
- Mar 100 Sink: 0.5957
- Map Refrigerator: 0.1198
- Mar 100 Refrigerator: 0.2846
- Map Book: 0.0901
- Mar 100 Book: 0.2951
- Map Clock: 0.436
- Mar 100 Clock: 0.6
- Map Vase: 0.3249
- Mar 100 Vase: 0.5714
- Map Scissors: 0.0307
- Mar 100 Scissors: 0.5333
- Map Teddy bear: 0.3399
- Mar 100 Teddy bear: 0.6667
- Map Hair drier: 0.0
- Mar 100 Hair drier: 0.0
- Map Toothbrush: 0.1852
- Mar 100 Toothbrush: 0.5667
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 30
### Training results
| Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Person | Mar 100 Person | Map Bicycle | Mar 100 Bicycle | Map Car | Mar 100 Car | Map Motorcycle | Mar 100 Motorcycle | Map Airplane | Mar 100 Airplane | Map Bus | Mar 100 Bus | Map Train | Mar 100 Train | Map Truck | Mar 100 Truck | Map Boat | Mar 100 Boat | Map Traffic light | Mar 100 Traffic light | Map Fire hydrant | Mar 100 Fire hydrant | Map Stop sign | Mar 100 Stop sign | Map Parking meter | Mar 100 Parking meter | Map Bench | Mar 100 Bench | Map Bird | Mar 100 Bird | Map Cat | Mar 100 Cat | Map Dog | Mar 100 Dog | Map Horse | Mar 100 Horse | Map Sheep | Mar 100 Sheep | Map Cow | Mar 100 Cow | Map Elephant | Mar 100 Elephant | Map Bear | Mar 100 Bear | Map Zebra | Mar 100 Zebra | Map Giraffe | Mar 100 Giraffe | Map Backpack | Mar 100 Backpack | Map Umbrella | Mar 100 Umbrella | Map Handbag | Mar 100 Handbag | Map Tie | Mar 100 Tie | Map Suitcase | Mar 100 Suitcase | Map Frisbee | Mar 100 Frisbee | Map Skis | Mar 100 Skis | Map Snowboard | Mar 100 Snowboard | Map Sports ball | Mar 100 Sports ball | Map Kite | Mar 100 Kite | Map Baseball bat | Mar 100 Baseball bat | Map Baseball glove | Mar 100 Baseball glove | Map Skateboard | Mar 100 Skateboard | Map Surfboard | Mar 100 Surfboard | Map Tennis racket | Mar 100 Tennis racket | Map Bottle | Mar 100 Bottle | Map Wine glass | Mar 100 Wine glass | Map Cup | Mar 100 Cup | Map Fork | Mar 100 Fork | Map Knife | Mar 100 Knife | Map Spoon | Mar 100 Spoon | Map Bowl | Mar 100 Bowl | Map Banana | Mar 100 Banana | Map Apple | Mar 100 Apple | Map Sandwich | Mar 100 Sandwich | Map Orange | Mar 100 Orange | Map Broccoli | Mar 100 Broccoli | Map Carrot | Mar 100 Carrot | Map Hot dog | Mar 100 Hot dog | Map Pizza | Mar 100 Pizza | Map Donut | Mar 100 Donut | Map Cake | Mar 100 Cake | Map Chair | Mar 100 Chair | Map Couch | Mar 100 Couch | Map Potted plant | Mar 100 Potted plant | Map Bed | Mar 100 Bed | Map Dining table | Mar 100 Dining table | Map Toilet | Mar 100 Toilet | Map Tv | Mar 100 Tv | Map Laptop | Mar 100 Laptop | Map Mouse | Mar 100 Mouse | Map Remote | Mar 100 Remote | Map Keyboard | Mar 100 Keyboard | Map Cell phone | Mar 100 Cell phone | Map Microwave | Mar 100 Microwave | Map Oven | Mar 100 Oven | Map Toaster | Mar 100 Toaster | Map Sink | Mar 100 Sink | Map Refrigerator | Mar 100 Refrigerator | Map Book | Mar 100 Book | Map Clock | Mar 100 Clock | Map Vase | Mar 100 Vase | Map Scissors | Mar 100 Scissors | Map Teddy bear | Mar 100 Teddy bear | Map Hair drier | Mar 100 Hair drier | Map Toothbrush | Mar 100 Toothbrush |
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| No log | 1.0 | 250 | 4.1385 | 0.0 | 0.0001 | 0.0 | 0.0 | 0.0001 | 0.0001 | 0.0001 | 0.0004 | 0.0034 | 0.0 | 0.0014 | 0.004 | 0.0038 | 0.271 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 79.8681 | 2.0 | 500 | 2.5474 | 0.0009 | 0.0019 | 0.0009 | 0.0002 | 0.0007 | 0.001 | 0.0007 | 0.0028 | 0.0067 | 0.0005 | 0.0039 | 0.0077 | 0.0727 | 0.5334 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 79.8681 | 3.0 | 750 | 2.2549 | 0.002 | 0.0035 | 0.0021 | 0.0037 | 0.0014 | 0.0023 | 0.0025 | 0.0075 | 0.0117 | 0.0072 | 0.0082 | 0.0134 | 0.1287 | 0.6477 | 0.0 | 0.0 | 0.0137 | 0.2372 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0198 | 0.0154 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0004 | 0.0266 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.0096 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2645 | 4.0 | 1000 | 2.0820 | 0.0039 | 0.0069 | 0.004 | 0.0011 | 0.002 | 0.0047 | 0.0068 | 0.0165 | 0.0205 | 0.0067 | 0.0139 | 0.0231 | 0.2678 | 0.6853 | 0.0 | 0.0 | 0.0227 | 0.4047 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0018 | 0.0007 | 0.0141 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0013 | 0.0222 | 0.0046 | 0.0446 | 0.001 | 0.0333 | 0.0 | 0.0 | 0.0001 | 0.0041 | 0.0002 | 0.0093 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0002 | 0.0056 | 0.0002 | 0.0059 | 0.0011 | 0.0173 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0054 | 0.1532 | 0.0 | 0.0 | 0.0 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.0075 | 0.0001 | 0.0048 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0043 | 0.1348 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0016 | 0.0596 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0005 | 0.0096 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.0122 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2645 | 5.0 | 1250 | 1.9632 | 0.0083 | 0.0145 | 0.008 | 0.0014 | 0.0041 | 0.0097 | 0.0458 | 0.0697 | 0.0748 | 0.0055 | 0.0229 | 0.085 | 0.345 | 0.6825 | 0.0 | 0.0038 | 0.0376 | 0.5588 | 0.0006 | 0.0082 | 0.0034 | 0.0679 | 0.0 | 0.0075 | 0.0009 | 0.1231 | 0.0029 | 0.0833 | 0.0009 | 0.0455 | 0.0015 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0003 | 0.0556 | 0.0022 | 0.0831 | 0.0258 | 0.2952 | 0.0012 | 0.0426 | 0.0036 | 0.0562 | 0.0013 | 0.0398 | 0.0043 | 0.0708 | 0.0146 | 0.2045 | 0.0059 | 0.0625 | 0.0058 | 0.1061 | 0.0082 | 0.2889 | 0.0014 | 0.0465 | 0.0001 | 0.0078 | 0.0029 | 0.1086 | 0.0003 | 0.0098 | 0.0 | 0.0 | 0.0002 | 0.0083 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0008 | 0.0375 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0009 | 0.032 | 0.0058 | 0.2522 | 0.0008 | 0.031 | 0.0053 | 0.1385 | 0.0001 | 0.0091 | 0.0059 | 0.1359 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0274 | 0.272 | 0.0012 | 0.046 | 0.0032 | 0.0676 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0079 | 0.0969 | 0.0169 | 0.273 | 0.0 | 0.0 | 0.0185 | 0.2524 | 0.0004 | 0.0121 | 0.002 | 0.0049 | 0.006 | 0.2126 | 0.0 | 0.0 | 0.0002 | 0.0109 | 0.011 | 0.1769 | 0.0378 | 0.2809 | 0.003 | 0.07 | 0.0 | 0.0 | 0.0004 | 0.0172 | 0.0 | 0.0 | 0.0005 | 0.0135 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0068 | 0.2 | 0.0 | 0.0 | 0.0001 | 0.0171 | 0.0015 | 0.0632 | 0.0002 | 0.0321 | 0.0 | 0.0 | 0.0282 | 0.0611 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9313 | 6.0 | 1500 | 1.8637 | 0.0137 | 0.021 | 0.0145 | 0.002 | 0.0059 | 0.0159 | 0.0779 | 0.1113 | 0.1172 | 0.023 | 0.0261 | 0.1325 | 0.428 | 0.7047 | 0.0005 | 0.0472 | 0.1007 | 0.5737 | 0.002 | 0.0918 | 0.0007 | 0.0643 | 0.0023 | 0.05 | 0.0067 | 0.2615 | 0.0015 | 0.0867 | 0.0025 | 0.0982 | 0.0019 | 0.1141 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0005 | 0.0722 | 0.0053 | 0.1369 | 0.0296 | 0.3571 | 0.0106 | 0.1936 | 0.0067 | 0.0808 | 0.0052 | 0.0722 | 0.0042 | 0.1229 | 0.0267 | 0.4545 | 0.0082 | 0.15 | 0.0329 | 0.2455 | 0.0781 | 0.5222 | 0.0005 | 0.0408 | 0.0001 | 0.0147 | 0.0046 | 0.1272 | 0.0017 | 0.051 | 0.0006 | 0.0511 | 0.001 | 0.0667 | 0.0005 | 0.0476 | 0.0 | 0.0 | 0.003 | 0.1175 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0024 | 0.068 | 0.0079 | 0.3043 | 0.0004 | 0.0286 | 0.0121 | 0.2963 | 0.0003 | 0.0114 | 0.0106 | 0.1898 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.01 | 0.0244 | 0.3047 | 0.0015 | 0.0651 | 0.0019 | 0.05 | 0.0223 | 0.08 | 0.0 | 0.0 | 0.019 | 0.2672 | 0.0117 | 0.2162 | 0.0151 | 0.1688 | 0.0856 | 0.381 | 0.0019 | 0.0793 | 0.0033 | 0.0672 | 0.0055 | 0.2478 | 0.0014 | 0.0538 | 0.0029 | 0.0141 | 0.0075 | 0.2077 | 0.0604 | 0.3245 | 0.0062 | 0.19 | 0.0 | 0.0 | 0.0043 | 0.0707 | 0.0 | 0.0 | 0.0005 | 0.0154 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0065 | 0.2391 | 0.0 | 0.0 | 0.0077 | 0.0963 | 0.0024 | 0.0895 | 0.0013 | 0.1357 | 0.0 | 0.0 | 0.0048 | 0.0833 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9313 | 7.0 | 1750 | 1.7967 | 0.0209 | 0.0315 | 0.0217 | 0.0078 | 0.0089 | 0.0239 | 0.1037 | 0.157 | 0.1627 | 0.0268 | 0.0349 | 0.1833 | 0.4476 | 0.6914 | 0.0006 | 0.0547 | 0.1889 | 0.6153 | 0.004 | 0.1429 | 0.0067 | 0.2071 | 0.0065 | 0.1325 | 0.014 | 0.3654 | 0.0191 | 0.225 | 0.0026 | 0.1091 | 0.009 | 0.2844 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0011 | 0.0963 | 0.0045 | 0.16 | 0.0449 | 0.4167 | 0.0113 | 0.2213 | 0.0418 | 0.1767 | 0.0177 | 0.187 | 0.023 | 0.2042 | 0.063 | 0.5591 | 0.0753 | 0.3875 | 0.042 | 0.3727 | 0.1476 | 0.7333 | 0.0009 | 0.0507 | 0.0 | 0.0078 | 0.0185 | 0.1198 | 0.0397 | 0.0863 | 0.0012 | 0.0867 | 0.0013 | 0.0833 | 0.0011 | 0.0619 | 0.0 | 0.0 | 0.0022 | 0.12 | 0.0002 | 0.013 | 0.0 | 0.0 | 0.0004 | 0.0211 | 0.0083 | 0.168 | 0.0147 | 0.4348 | 0.002 | 0.0929 | 0.0274 | 0.3596 | 0.0004 | 0.0432 | 0.0176 | 0.3078 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0004 | 0.02 | 0.0452 | 0.3925 | 0.0011 | 0.081 | 0.0023 | 0.0324 | 0.0077 | 0.168 | 0.0 | 0.0 | 0.0163 | 0.3063 | 0.0368 | 0.4027 | 0.051 | 0.2875 | 0.0417 | 0.3333 | 0.0019 | 0.0517 | 0.0092 | 0.1016 | 0.0075 | 0.2452 | 0.0008 | 0.0923 | 0.0004 | 0.0203 | 0.013 | 0.4231 | 0.0782 | 0.3543 | 0.0063 | 0.2433 | 0.0 | 0.0 | 0.0015 | 0.0569 | 0.0001 | 0.0222 | 0.0008 | 0.0308 | 0.0 | 0.0 | 0.0011 | 0.0297 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0047 | 0.1957 | 0.0178 | 0.0692 | 0.0041 | 0.1268 | 0.0075 | 0.1895 | 0.003 | 0.225 | 0.0 | 0.0 | 0.0072 | 0.1167 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.713 | 8.0 | 2000 | 1.7404 | 0.031 | 0.0447 | 0.0337 | 0.0078 | 0.0109 | 0.0356 | 0.127 | 0.1917 | 0.1987 | 0.0275 | 0.0422 | 0.2251 | 0.4787 | 0.7132 | 0.0005 | 0.066 | 0.2187 | 0.6234 | 0.0109 | 0.1571 | 0.0142 | 0.2321 | 0.0166 | 0.185 | 0.0216 | 0.4115 | 0.052 | 0.2317 | 0.013 | 0.1527 | 0.0201 | 0.3875 | 0.0029 | 0.1889 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0009 | 0.0963 | 0.019 | 0.1954 | 0.0433 | 0.4643 | 0.0164 | 0.3298 | 0.028 | 0.2644 | 0.0467 | 0.238 | 0.0089 | 0.1458 | 0.0783 | 0.5636 | 0.0278 | 0.4 | 0.0799 | 0.4121 | 0.2563 | 0.7704 | 0.0021 | 0.0761 | 0.0005 | 0.0255 | 0.009 | 0.142 | 0.0231 | 0.0961 | 0.0008 | 0.06 | 0.013 | 0.3917 | 0.0051 | 0.131 | 0.0 | 0.0 | 0.0103 | 0.1875 | 0.0019 | 0.062 | 0.0012 | 0.0727 | 0.0006 | 0.0474 | 0.0045 | 0.14 | 0.0221 | 0.5174 | 0.0029 | 0.1214 | 0.0704 | 0.4037 | 0.0011 | 0.0636 | 0.0355 | 0.4164 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0101 | 0.0567 | 0.0805 | 0.4654 | 0.0016 | 0.073 | 0.0017 | 0.0471 | 0.0102 | 0.26 | 0.0015 | 0.0365 | 0.1213 | 0.3547 | 0.0288 | 0.3351 | 0.0415 | 0.325 | 0.1984 | 0.4476 | 0.0399 | 0.3172 | 0.0065 | 0.1361 | 0.0122 | 0.2578 | 0.0007 | 0.0769 | 0.0021 | 0.0703 | 0.0131 | 0.4577 | 0.1248 | 0.3681 | 0.0075 | 0.2733 | 0.0009 | 0.0607 | 0.0037 | 0.1121 | 0.0 | 0.0 | 0.0014 | 0.0308 | 0.0 | 0.0 | 0.0002 | 0.0378 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0287 | 0.2217 | 0.0339 | 0.1385 | 0.006 | 0.1293 | 0.0353 | 0.2763 | 0.003 | 0.2107 | 0.0 | 0.0 | 0.0054 | 0.1389 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.713 | 9.0 | 2250 | 1.6661 | 0.0486 | 0.069 | 0.0531 | 0.0181 | 0.0295 | 0.0554 | 0.1501 | 0.2391 | 0.2508 | 0.0421 | 0.0982 | 0.2801 | 0.4891 | 0.717 | 0.0019 | 0.1264 | 0.2979 | 0.6737 | 0.0145 | 0.2306 | 0.0473 | 0.2857 | 0.0175 | 0.175 | 0.0189 | 0.2615 | 0.0998 | 0.2933 | 0.0272 | 0.2527 | 0.0698 | 0.4828 | 0.0086 | 0.3889 | 0.0025 | 0.1125 | 0.0 | 0.0 | 0.0024 | 0.1296 | 0.0118 | 0.2108 | 0.0906 | 0.5119 | 0.0509 | 0.4553 | 0.0551 | 0.3438 | 0.1412 | 0.5093 | 0.0127 | 0.2104 | 0.0622 | 0.7682 | 0.0524 | 0.65 | 0.0977 | 0.4394 | 0.4432 | 0.7963 | 0.0013 | 0.0577 | 0.0045 | 0.0539 | 0.0113 | 0.1889 | 0.151 | 0.2353 | 0.0015 | 0.1 | 0.014 | 0.4583 | 0.0371 | 0.2952 | 0.002 | 0.07 | 0.0252 | 0.285 | 0.0103 | 0.117 | 0.0018 | 0.0636 | 0.0009 | 0.1 | 0.0097 | 0.3 | 0.0514 | 0.5043 | 0.0082 | 0.1929 | 0.0761 | 0.5266 | 0.0006 | 0.0477 | 0.1098 | 0.4367 | 0.0059 | 0.0148 | 0.0004 | 0.0327 | 0.0027 | 0.0467 | 0.0964 | 0.557 | 0.0045 | 0.1254 | 0.005 | 0.1029 | 0.0097 | 0.236 | 0.0216 | 0.1308 | 0.1427 | 0.5375 | 0.0616 | 0.4108 | 0.0199 | 0.2937 | 0.2512 | 0.5095 | 0.0663 | 0.4069 | 0.0205 | 0.118 | 0.0177 | 0.2896 | 0.0031 | 0.1231 | 0.0019 | 0.0437 | 0.0324 | 0.4769 | 0.1529 | 0.3766 | 0.0182 | 0.2967 | 0.0053 | 0.0964 | 0.0118 | 0.1586 | 0.0001 | 0.0111 | 0.001 | 0.0115 | 0.0 | 0.0 | 0.0015 | 0.0595 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0152 | 0.2391 | 0.075 | 0.1462 | 0.0116 | 0.3207 | 0.1923 | 0.4184 | 0.0048 | 0.2286 | 0.0 | 0.0 | 0.0035 | 0.1889 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5296 | 10.0 | 2500 | 1.6241 | 0.0668 | 0.0971 | 0.0735 | 0.0156 | 0.036 | 0.0762 | 0.1804 | 0.2955 | 0.3077 | 0.04 | 0.1246 | 0.3414 | 0.4942 | 0.7027 | 0.0089 | 0.1736 | 0.2573 | 0.6515 | 0.09 | 0.3143 | 0.0861 | 0.2857 | 0.0414 | 0.2525 | 0.0489 | 0.4692 | 0.1338 | 0.4817 | 0.022 | 0.2782 | 0.206 | 0.5531 | 0.0103 | 0.4222 | 0.0076 | 0.225 | 0.0 | 0.0 | 0.0016 | 0.1204 | 0.0087 | 0.2431 | 0.0951 | 0.5833 | 0.0344 | 0.4362 | 0.1086 | 0.4041 | 0.2013 | 0.5306 | 0.0316 | 0.3125 | 0.1352 | 0.7955 | 0.0285 | 0.6375 | 0.1419 | 0.4333 | 0.4392 | 0.7926 | 0.0041 | 0.1014 | 0.0156 | 0.1108 | 0.0176 | 0.2148 | 0.1966 | 0.3275 | 0.0042 | 0.1356 | 0.0274 | 0.5583 | 0.0427 | 0.3143 | 0.0119 | 0.16 | 0.096 | 0.335 | 0.0486 | 0.199 | 0.0057 | 0.0727 | 0.0049 | 0.2 | 0.0244 | 0.388 | 0.0617 | 0.5391 | 0.0212 | 0.2548 | 0.0788 | 0.4651 | 0.0042 | 0.1091 | 0.1282 | 0.4828 | 0.0103 | 0.0311 | 0.0003 | 0.0388 | 0.0045 | 0.1 | 0.1327 | 0.5402 | 0.0088 | 0.1968 | 0.0121 | 0.1735 | 0.0479 | 0.456 | 0.0666 | 0.1904 | 0.1244 | 0.5719 | 0.154 | 0.4865 | 0.0245 | 0.475 | 0.2765 | 0.6095 | 0.092 | 0.5034 | 0.0086 | 0.123 | 0.0294 | 0.3852 | 0.0182 | 0.2346 | 0.0073 | 0.1141 | 0.1412 | 0.7577 | 0.2182 | 0.467 | 0.0359 | 0.3033 | 0.0573 | 0.3964 | 0.0395 | 0.2086 | 0.0002 | 0.0111 | 0.0015 | 0.0538 | 0.0 | 0.0 | 0.0045 | 0.1243 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0322 | 0.4348 | 0.0757 | 0.1385 | 0.0126 | 0.2195 | 0.2557 | 0.4658 | 0.0063 | 0.3179 | 0.0045 | 0.15 | 0.0172 | 0.2667 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5296 | 11.0 | 2750 | 1.5608 | 0.0921 | 0.1306 | 0.1009 | 0.0175 | 0.0603 | 0.1039 | 0.191 | 0.3198 | 0.3337 | 0.0383 | 0.1536 | 0.3679 | 0.5217 | 0.7201 | 0.0254 | 0.1811 | 0.3062 | 0.638 | 0.0862 | 0.3469 | 0.0783 | 0.3107 | 0.0618 | 0.275 | 0.0619 | 0.3654 | 0.1139 | 0.41 | 0.0397 | 0.3455 | 0.2801 | 0.5562 | 0.0157 | 0.3333 | 0.0132 | 0.225 | 0.0 | 0.0 | 0.0036 | 0.1352 | 0.035 | 0.3662 | 0.1535 | 0.5738 | 0.0511 | 0.5468 | 0.1318 | 0.5342 | 0.2573 | 0.625 | 0.0378 | 0.3625 | 0.155 | 0.8045 | 0.0379 | 0.65 | 0.1643 | 0.4576 | 0.5884 | 0.8704 | 0.0066 | 0.1465 | 0.0474 | 0.1716 | 0.0202 | 0.1926 | 0.2018 | 0.3137 | 0.005 | 0.1711 | 0.031 | 0.5833 | 0.0715 | 0.369 | 0.0324 | 0.295 | 0.1765 | 0.4275 | 0.1884 | 0.402 | 0.0045 | 0.1 | 0.0133 | 0.2842 | 0.0468 | 0.448 | 0.0854 | 0.5609 | 0.076 | 0.2619 | 0.1094 | 0.5009 | 0.0062 | 0.1659 | 0.1978 | 0.4859 | 0.0189 | 0.0475 | 0.0003 | 0.0224 | 0.0333 | 0.1667 | 0.17 | 0.6159 | 0.0236 | 0.2508 | 0.0331 | 0.1794 | 0.0354 | 0.404 | 0.0915 | 0.3423 | 0.1639 | 0.5531 | 0.1444 | 0.4811 | 0.0411 | 0.3187 | 0.4028 | 0.6143 | 0.1954 | 0.5103 | 0.0195 | 0.1574 | 0.0522 | 0.4178 | 0.091 | 0.3731 | 0.0155 | 0.1484 | 0.1686 | 0.6577 | 0.2272 | 0.45 | 0.0675 | 0.32 | 0.138 | 0.5107 | 0.0642 | 0.2155 | 0.0004 | 0.0111 | 0.0056 | 0.0962 | 0.0022 | 0.0923 | 0.0077 | 0.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1244 | 0.4087 | 0.0838 | 0.1462 | 0.0125 | 0.2476 | 0.2974 | 0.4816 | 0.0214 | 0.3643 | 0.0043 | 0.15 | 0.0682 | 0.2278 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3664 | 12.0 | 3000 | 1.5439 | 0.1152 | 0.1658 | 0.1248 | 0.0626 | 0.0694 | 0.1298 | 0.2084 | 0.3655 | 0.379 | 0.0755 | 0.1783 | 0.4163 | 0.5108 | 0.6906 | 0.0741 | 0.234 | 0.3161 | 0.6252 | 0.2019 | 0.5061 | 0.1025 | 0.3357 | 0.1161 | 0.43 | 0.1271 | 0.5577 | 0.1347 | 0.5383 | 0.0724 | 0.3945 | 0.2913 | 0.5281 | 0.0415 | 0.5667 | 0.0251 | 0.2375 | 0.0 | 0.0 | 0.0027 | 0.1426 | 0.0186 | 0.3154 | 0.1809 | 0.619 | 0.0909 | 0.5745 | 0.1873 | 0.5493 | 0.2839 | 0.613 | 0.0606 | 0.5 | 0.1737 | 0.8136 | 0.0362 | 0.7375 | 0.1969 | 0.4758 | 0.713 | 0.8778 | 0.0044 | 0.1225 | 0.1064 | 0.2696 | 0.011 | 0.2321 | 0.2714 | 0.3745 | 0.0106 | 0.2356 | 0.0246 | 0.475 | 0.1112 | 0.4762 | 0.1077 | 0.35 | 0.1786 | 0.4525 | 0.2299 | 0.44 | 0.0124 | 0.1909 | 0.0128 | 0.2263 | 0.0807 | 0.6 | 0.2541 | 0.5913 | 0.0754 | 0.3595 | 0.1464 | 0.5028 | 0.032 | 0.2773 | 0.2206 | 0.5289 | 0.0387 | 0.0918 | 0.0024 | 0.0939 | 0.0392 | 0.1633 | 0.199 | 0.6383 | 0.0191 | 0.2698 | 0.0162 | 0.1971 | 0.0434 | 0.52 | 0.1186 | 0.4558 | 0.138 | 0.5437 | 0.2091 | 0.5892 | 0.0396 | 0.4437 | 0.4124 | 0.681 | 0.2873 | 0.5638 | 0.0215 | 0.1787 | 0.0802 | 0.4891 | 0.0564 | 0.4769 | 0.0636 | 0.2313 | 0.301 | 0.7192 | 0.2514 | 0.4904 | 0.1648 | 0.3333 | 0.1664 | 0.5929 | 0.0879 | 0.2724 | 0.0009 | 0.0111 | 0.0104 | 0.0942 | 0.0093 | 0.1923 | 0.0122 | 0.2054 | 0.0 | 0.0 | 0.0009 | 0.0833 | 0.0 | 0.0 | 0.1493 | 0.4826 | 0.0107 | 0.1385 | 0.0208 | 0.2512 | 0.3401 | 0.5421 | 0.0298 | 0.375 | 0.0 | 0.0 | 0.0262 | 0.3444 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3664 | 13.0 | 3250 | 1.5051 | 0.1395 | 0.1987 | 0.1515 | 0.0335 | 0.0869 | 0.1565 | 0.2266 | 0.3919 | 0.4088 | 0.0605 | 0.1817 | 0.4493 | 0.5281 | 0.7096 | 0.0751 | 0.2943 | 0.3158 | 0.6109 | 0.1672 | 0.5143 | 0.1681 | 0.3179 | 0.119 | 0.3925 | 0.1591 | 0.6 | 0.1327 | 0.5483 | 0.1017 | 0.4418 | 0.2896 | 0.5984 | 0.1632 | 0.5333 | 0.0368 | 0.325 | 0.0 | 0.0 | 0.0038 | 0.1741 | 0.0357 | 0.2892 | 0.2262 | 0.631 | 0.0831 | 0.6021 | 0.225 | 0.5767 | 0.3397 | 0.5713 | 0.0681 | 0.5021 | 0.2878 | 0.8636 | 0.0287 | 0.6375 | 0.2856 | 0.4758 | 0.7605 | 0.8926 | 0.0169 | 0.1901 | 0.1439 | 0.2814 | 0.0137 | 0.2864 | 0.2473 | 0.3824 | 0.0082 | 0.26 | 0.0441 | 0.475 | 0.1055 | 0.5381 | 0.1637 | 0.415 | 0.18 | 0.445 | 0.2548 | 0.448 | 0.0169 | 0.2364 | 0.0126 | 0.4632 | 0.1433 | 0.596 | 0.2609 | 0.6826 | 0.1779 | 0.4095 | 0.157 | 0.4734 | 0.0808 | 0.3523 | 0.222 | 0.4773 | 0.0382 | 0.1049 | 0.0011 | 0.051 | 0.0441 | 0.2367 | 0.2348 | 0.5841 | 0.0661 | 0.4079 | 0.0185 | 0.3118 | 0.094 | 0.58 | 0.15 | 0.4442 | 0.1809 | 0.6219 | 0.2089 | 0.5757 | 0.0405 | 0.4125 | 0.4507 | 0.6619 | 0.2651 | 0.6603 | 0.0307 | 0.2672 | 0.1007 | 0.4561 | 0.1146 | 0.5269 | 0.1162 | 0.2828 | 0.3822 | 0.6923 | 0.292 | 0.516 | 0.339 | 0.4067 | 0.2078 | 0.625 | 0.0853 | 0.25 | 0.0046 | 0.1111 | 0.0167 | 0.2019 | 0.0263 | 0.2538 | 0.0198 | 0.2703 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1561 | 0.4783 | 0.0356 | 0.1385 | 0.033 | 0.2402 | 0.4153 | 0.5921 | 0.0458 | 0.4 | 0.0066 | 0.15 | 0.081 | 0.4778 | 0.0 | 0.0 | 0.0038 | 0.2 |
| 1.228 | 14.0 | 3500 | 1.4548 | 0.1641 | 0.2334 | 0.1793 | 0.0547 | 0.102 | 0.1839 | 0.2435 | 0.4214 | 0.4434 | 0.0645 | 0.2084 | 0.4867 | 0.5369 | 0.7109 | 0.1516 | 0.4 | 0.3265 | 0.6613 | 0.2394 | 0.5265 | 0.124 | 0.3607 | 0.1766 | 0.4975 | 0.2471 | 0.6077 | 0.1535 | 0.605 | 0.1434 | 0.5055 | 0.332 | 0.6047 | 0.1796 | 0.5444 | 0.0779 | 0.35 | 0.0035 | 0.16 | 0.0058 | 0.1667 | 0.0483 | 0.3338 | 0.3091 | 0.6786 | 0.0905 | 0.583 | 0.256 | 0.5589 | 0.3965 | 0.6889 | 0.0914 | 0.5458 | 0.3144 | 0.8591 | 0.0602 | 0.65 | 0.3439 | 0.4879 | 0.7744 | 0.9037 | 0.0177 | 0.2042 | 0.1799 | 0.3402 | 0.0139 | 0.2889 | 0.2812 | 0.398 | 0.0115 | 0.2289 | 0.0636 | 0.65 | 0.1464 | 0.5738 | 0.2177 | 0.52 | 0.2481 | 0.495 | 0.2774 | 0.532 | 0.0402 | 0.5182 | 0.0254 | 0.4737 | 0.1815 | 0.676 | 0.3177 | 0.7087 | 0.193 | 0.4714 | 0.1704 | 0.5339 | 0.102 | 0.3477 | 0.1958 | 0.4781 | 0.0935 | 0.2361 | 0.0064 | 0.149 | 0.0787 | 0.2867 | 0.2444 | 0.5561 | 0.1219 | 0.4619 | 0.0279 | 0.3147 | 0.1001 | 0.604 | 0.1677 | 0.4519 | 0.1846 | 0.6203 | 0.2267 | 0.6514 | 0.0993 | 0.4313 | 0.4665 | 0.6524 | 0.3866 | 0.7034 | 0.0345 | 0.2738 | 0.142 | 0.4826 | 0.0708 | 0.5115 | 0.1586 | 0.3156 | 0.3802 | 0.6846 | 0.2894 | 0.4947 | 0.3497 | 0.4067 | 0.1891 | 0.5786 | 0.1252 | 0.2552 | 0.0008 | 0.0333 | 0.0247 | 0.2385 | 0.0719 | 0.2692 | 0.0325 | 0.3135 | 0.0 | 0.0 | 0.0027 | 0.075 | 0.0 | 0.0 | 0.2186 | 0.4348 | 0.0902 | 0.1462 | 0.0418 | 0.3024 | 0.4062 | 0.6026 | 0.1195 | 0.4607 | 0.0115 | 0.2333 | 0.0944 | 0.4778 | 0.0 | 0.0 | 0.0074 | 0.3333 |
| 1.228 | 15.0 | 3750 | 1.4521 | 0.1844 | 0.2619 | 0.2021 | 0.0487 | 0.1038 | 0.2063 | 0.2544 | 0.4337 | 0.4552 | 0.0624 | 0.2316 | 0.4984 | 0.5359 | 0.6964 | 0.156 | 0.5321 | 0.3211 | 0.6204 | 0.2633 | 0.5551 | 0.1822 | 0.3857 | 0.1818 | 0.4775 | 0.2501 | 0.6308 | 0.1643 | 0.5633 | 0.1503 | 0.4927 | 0.3306 | 0.5828 | 0.3276 | 0.6444 | 0.2096 | 0.35 | 0.0031 | 0.2 | 0.0058 | 0.2093 | 0.047 | 0.3092 | 0.3283 | 0.7143 | 0.1043 | 0.5702 | 0.3409 | 0.6096 | 0.3426 | 0.612 | 0.087 | 0.5271 | 0.4379 | 0.8545 | 0.0619 | 0.6125 | 0.3943 | 0.4848 | 0.7682 | 0.9111 | 0.0235 | 0.2282 | 0.2274 | 0.4225 | 0.0146 | 0.3272 | 0.3073 | 0.4745 | 0.0141 | 0.26 | 0.0707 | 0.55 | 0.189 | 0.5262 | 0.199 | 0.51 | 0.2872 | 0.4725 | 0.2525 | 0.493 | 0.0553 | 0.4364 | 0.0735 | 0.6105 | 0.2645 | 0.636 | 0.3596 | 0.6478 | 0.2168 | 0.4833 | 0.1834 | 0.5239 | 0.1439 | 0.4364 | 0.2321 | 0.4992 | 0.098 | 0.2508 | 0.014 | 0.2061 | 0.0891 | 0.3533 | 0.2615 | 0.5729 | 0.1485 | 0.4524 | 0.0268 | 0.3382 | 0.1234 | 0.636 | 0.1573 | 0.4904 | 0.1856 | 0.5813 | 0.2553 | 0.6216 | 0.0948 | 0.4062 | 0.5299 | 0.6714 | 0.3766 | 0.6707 | 0.0463 | 0.2508 | 0.1836 | 0.483 | 0.1272 | 0.4923 | 0.1447 | 0.3562 | 0.481 | 0.7385 | 0.2985 | 0.5287 | 0.332 | 0.42 | 0.2833 | 0.6286 | 0.1307 | 0.2741 | 0.0271 | 0.3111 | 0.0463 | 0.2846 | 0.0609 | 0.2538 | 0.0621 | 0.327 | 0.0129 | 0.1 | 0.0178 | 0.0833 | 0.0 | 0.0 | 0.276 | 0.5391 | 0.084 | 0.1308 | 0.0453 | 0.2902 | 0.3959 | 0.5947 | 0.1197 | 0.4 | 0.0099 | 0.1833 | 0.0943 | 0.5278 | 0.0 | 0.0 | 0.0071 | 0.2833 |
| 1.1105 | 16.0 | 4000 | 1.4249 | 0.1986 | 0.2824 | 0.2196 | 0.0303 | 0.1209 | 0.2218 | 0.2622 | 0.4539 | 0.4766 | 0.0478 | 0.2645 | 0.5195 | 0.5414 | 0.7129 | 0.1859 | 0.4679 | 0.3424 | 0.6204 | 0.2833 | 0.5204 | 0.1943 | 0.4393 | 0.1864 | 0.5025 | 0.2837 | 0.6346 | 0.1662 | 0.6133 | 0.1887 | 0.5127 | 0.3574 | 0.6281 | 0.4608 | 0.6444 | 0.1798 | 0.4125 | 0.0114 | 0.38 | 0.0053 | 0.1981 | 0.0508 | 0.34 | 0.3727 | 0.7238 | 0.1218 | 0.6255 | 0.3121 | 0.6233 | 0.4127 | 0.6685 | 0.1238 | 0.5896 | 0.4254 | 0.8182 | 0.0755 | 0.6625 | 0.3887 | 0.4727 | 0.753 | 0.9148 | 0.0267 | 0.2493 | 0.2318 | 0.4402 | 0.0155 | 0.321 | 0.3495 | 0.5196 | 0.011 | 0.24 | 0.2628 | 0.6167 | 0.1779 | 0.5738 | 0.1612 | 0.575 | 0.2572 | 0.5475 | 0.2646 | 0.532 | 0.0387 | 0.4636 | 0.0587 | 0.6579 | 0.2552 | 0.684 | 0.3821 | 0.7826 | 0.2694 | 0.4643 | 0.1905 | 0.4963 | 0.1546 | 0.4682 | 0.2489 | 0.5289 | 0.1393 | 0.277 | 0.0343 | 0.2122 | 0.0673 | 0.3133 | 0.2551 | 0.6421 | 0.2316 | 0.4286 | 0.0615 | 0.3529 | 0.2011 | 0.62 | 0.1975 | 0.45 | 0.1709 | 0.5359 | 0.1868 | 0.5703 | 0.0273 | 0.3313 | 0.49 | 0.6571 | 0.4227 | 0.6431 | 0.0344 | 0.2574 | 0.1906 | 0.49 | 0.1258 | 0.5308 | 0.1555 | 0.3891 | 0.4432 | 0.75 | 0.3143 | 0.5553 | 0.4058 | 0.4933 | 0.2941 | 0.6393 | 0.1596 | 0.3017 | 0.0568 | 0.5444 | 0.0431 | 0.275 | 0.0702 | 0.3 | 0.0685 | 0.3108 | 0.0129 | 0.075 | 0.0015 | 0.0833 | 0.0 | 0.0 | 0.3038 | 0.5087 | 0.0562 | 0.2077 | 0.0575 | 0.3439 | 0.4526 | 0.6026 | 0.1077 | 0.4286 | 0.0052 | 0.1667 | 0.2523 | 0.5833 | 0.0 | 0.0 | 0.0116 | 0.3667 |
| 1.1105 | 17.0 | 4250 | 1.4257 | 0.212 | 0.3 | 0.2334 | 0.0477 | 0.1353 | 0.2368 | 0.2724 | 0.4731 | 0.4936 | 0.0574 | 0.2656 | 0.5393 | 0.5456 | 0.7066 | 0.2114 | 0.5453 | 0.3457 | 0.646 | 0.2661 | 0.5408 | 0.193 | 0.4357 | 0.2009 | 0.5 | 0.3029 | 0.6115 | 0.1658 | 0.5733 | 0.1659 | 0.4836 | 0.3379 | 0.5406 | 0.5707 | 0.6667 | 0.2458 | 0.4125 | 0.012 | 0.36 | 0.0104 | 0.2056 | 0.0575 | 0.3323 | 0.4157 | 0.731 | 0.1214 | 0.6277 | 0.337 | 0.6096 | 0.3774 | 0.6324 | 0.1653 | 0.6 | 0.4643 | 0.8409 | 0.0552 | 0.6625 | 0.4081 | 0.4848 | 0.7736 | 0.9 | 0.021 | 0.2606 | 0.2966 | 0.4588 | 0.0189 | 0.3407 | 0.3581 | 0.5549 | 0.0121 | 0.2356 | 0.259 | 0.6083 | 0.1911 | 0.5524 | 0.1869 | 0.555 | 0.2853 | 0.52 | 0.2542 | 0.495 | 0.0578 | 0.4545 | 0.0947 | 0.5737 | 0.2068 | 0.62 | 0.3507 | 0.7043 | 0.2588 | 0.5333 | 0.1778 | 0.5028 | 0.1887 | 0.4727 | 0.2556 | 0.5211 | 0.1474 | 0.3443 | 0.0585 | 0.2796 | 0.102 | 0.4067 | 0.2812 | 0.6093 | 0.2865 | 0.4825 | 0.0778 | 0.3941 | 0.1283 | 0.64 | 0.2188 | 0.4558 | 0.2016 | 0.5922 | 0.2027 | 0.6 | 0.0614 | 0.4375 | 0.5328 | 0.6714 | 0.4268 | 0.6759 | 0.059 | 0.2885 | 0.2291 | 0.5187 | 0.1728 | 0.5423 | 0.1739 | 0.3484 | 0.4496 | 0.7308 | 0.3055 | 0.5468 | 0.3588 | 0.4233 | 0.3432 | 0.6071 | 0.1372 | 0.2931 | 0.1022 | 0.5333 | 0.0668 | 0.3462 | 0.1397 | 0.3923 | 0.0688 | 0.3405 | 0.0547 | 0.275 | 0.0023 | 0.0833 | 0.0 | 0.0 | 0.304 | 0.5696 | 0.0871 | 0.1385 | 0.0457 | 0.2732 | 0.4156 | 0.6 | 0.1934 | 0.5107 | 0.004 | 0.1333 | 0.267 | 0.6611 | 0.0114 | 0.8 | 0.0189 | 0.3333 |
| 1.0125 | 18.0 | 4500 | 1.4093 | 0.2272 | 0.3211 | 0.251 | 0.0373 | 0.1308 | 0.253 | 0.2725 | 0.4752 | 0.5009 | 0.0539 | 0.2738 | 0.5476 | 0.5501 | 0.7096 | 0.2271 | 0.5717 | 0.3404 | 0.6507 | 0.2872 | 0.5735 | 0.2299 | 0.3714 | 0.241 | 0.525 | 0.3226 | 0.6346 | 0.1881 | 0.64 | 0.1796 | 0.48 | 0.3433 | 0.6109 | 0.6712 | 0.7444 | 0.2074 | 0.35 | 0.0113 | 0.26 | 0.0137 | 0.2148 | 0.0815 | 0.3462 | 0.4662 | 0.7214 | 0.1708 | 0.5915 | 0.3742 | 0.6397 | 0.3832 | 0.6435 | 0.1901 | 0.6646 | 0.4756 | 0.8591 | 0.1151 | 0.6375 | 0.4177 | 0.5 | 0.7649 | 0.8889 | 0.0362 | 0.2958 | 0.2609 | 0.4578 | 0.0144 | 0.3 | 0.3642 | 0.5255 | 0.0102 | 0.2889 | 0.3124 | 0.7667 | 0.2196 | 0.5762 | 0.1728 | 0.595 | 0.3123 | 0.545 | 0.2814 | 0.555 | 0.0294 | 0.5364 | 0.0577 | 0.5632 | 0.2887 | 0.652 | 0.3959 | 0.7565 | 0.3044 | 0.5286 | 0.1991 | 0.4853 | 0.2546 | 0.4773 | 0.2669 | 0.5344 | 0.1727 | 0.3492 | 0.0471 | 0.2286 | 0.0969 | 0.3933 | 0.2911 | 0.6103 | 0.2738 | 0.5016 | 0.0613 | 0.4265 | 0.1396 | 0.664 | 0.2129 | 0.5212 | 0.1842 | 0.6156 | 0.32 | 0.6405 | 0.0767 | 0.55 | 0.5527 | 0.6762 | 0.424 | 0.6914 | 0.0839 | 0.3967 | 0.2469 | 0.5091 | 0.1814 | 0.5 | 0.1548 | 0.3484 | 0.4743 | 0.7615 | 0.3076 | 0.5564 | 0.3914 | 0.4567 | 0.3641 | 0.6429 | 0.1797 | 0.3379 | 0.101 | 0.5111 | 0.0712 | 0.4115 | 0.183 | 0.3923 | 0.0809 | 0.3514 | 0.06 | 0.325 | 0.0034 | 0.125 | 0.0 | 0.0 | 0.3408 | 0.5174 | 0.0842 | 0.1385 | 0.066 | 0.3341 | 0.4409 | 0.6395 | 0.2186 | 0.5 | 0.0117 | 0.2167 | 0.2125 | 0.6278 | 0.0 | 0.0 | 0.0285 | 0.3333 |
| 1.0125 | 19.0 | 4750 | 1.4340 | 0.2364 | 0.3367 | 0.2567 | 0.0277 | 0.1433 | 0.2627 | 0.2754 | 0.4927 | 0.5159 | 0.057 | 0.2871 | 0.5615 | 0.538 | 0.6844 | 0.2393 | 0.5302 | 0.3393 | 0.6255 | 0.2729 | 0.5286 | 0.2075 | 0.4 | 0.2806 | 0.5825 | 0.3359 | 0.6538 | 0.1904 | 0.6433 | 0.203 | 0.4964 | 0.3365 | 0.5781 | 0.6668 | 0.7333 | 0.3406 | 0.35 | 0.0396 | 0.58 | 0.0359 | 0.237 | 0.0883 | 0.34 | 0.4724 | 0.7429 | 0.1541 | 0.5957 | 0.3794 | 0.6521 | 0.3789 | 0.6194 | 0.1649 | 0.6521 | 0.6046 | 0.8955 | 0.1062 | 0.7 | 0.4095 | 0.5 | 0.7642 | 0.8963 | 0.0421 | 0.3394 | 0.2781 | 0.4824 | 0.0182 | 0.3272 | 0.3776 | 0.5549 | 0.0133 | 0.2578 | 0.347 | 0.7333 | 0.1932 | 0.5524 | 0.2048 | 0.61 | 0.2799 | 0.5125 | 0.301 | 0.591 | 0.043 | 0.4727 | 0.0738 | 0.5684 | 0.3321 | 0.748 | 0.4345 | 0.7261 | 0.3136 | 0.5548 | 0.2029 | 0.4826 | 0.2524 | 0.4977 | 0.2705 | 0.5117 | 0.1895 | 0.3623 | 0.0768 | 0.2918 | 0.0777 | 0.44 | 0.3011 | 0.615 | 0.2815 | 0.4683 | 0.0971 | 0.3941 | 0.1857 | 0.616 | 0.2353 | 0.5231 | 0.1989 | 0.5875 | 0.2536 | 0.6216 | 0.0862 | 0.5938 | 0.5957 | 0.6857 | 0.4338 | 0.6741 | 0.0844 | 0.4164 | 0.2314 | 0.4909 | 0.1655 | 0.5692 | 0.1694 | 0.3656 | 0.4851 | 0.8 | 0.3262 | 0.5777 | 0.4029 | 0.4667 | 0.3539 | 0.7107 | 0.1703 | 0.3034 | 0.1064 | 0.6 | 0.0905 | 0.3538 | 0.1593 | 0.3385 | 0.0852 | 0.3351 | 0.0665 | 0.325 | 0.0464 | 0.1917 | 0.0 | 0.0 | 0.3331 | 0.5565 | 0.0501 | 0.3538 | 0.0836 | 0.3317 | 0.4052 | 0.5711 | 0.2597 | 0.5393 | 0.0197 | 0.45 | 0.2548 | 0.6611 | 0.0 | 0.0 | 0.025 | 0.35 |
| 0.9351 | 20.0 | 5000 | 1.4215 | 0.2434 | 0.3472 | 0.2648 | 0.0497 | 0.1603 | 0.2709 | 0.2773 | 0.4898 | 0.5162 | 0.0755 | 0.3112 | 0.5611 | 0.5421 | 0.6934 | 0.2393 | 0.5453 | 0.32 | 0.6099 | 0.3118 | 0.5224 | 0.2305 | 0.4429 | 0.2795 | 0.5825 | 0.3386 | 0.6192 | 0.207 | 0.6217 | 0.1973 | 0.4818 | 0.3442 | 0.5469 | 0.6941 | 0.7667 | 0.3101 | 0.35 | 0.0396 | 0.46 | 0.0394 | 0.2389 | 0.0851 | 0.3185 | 0.4959 | 0.7452 | 0.1757 | 0.6426 | 0.38 | 0.674 | 0.395 | 0.6426 | 0.2155 | 0.6708 | 0.5859 | 0.8955 | 0.1119 | 0.6875 | 0.3972 | 0.4879 | 0.7641 | 0.9111 | 0.0501 | 0.3366 | 0.2962 | 0.5049 | 0.0248 | 0.3877 | 0.3646 | 0.5098 | 0.0149 | 0.2889 | 0.4092 | 0.7583 | 0.2168 | 0.5714 | 0.2162 | 0.615 | 0.2831 | 0.5375 | 0.2914 | 0.593 | 0.0498 | 0.4636 | 0.1014 | 0.6 | 0.3398 | 0.672 | 0.43 | 0.7348 | 0.3121 | 0.5643 | 0.1838 | 0.4486 | 0.2836 | 0.4932 | 0.2695 | 0.4992 | 0.1947 | 0.3869 | 0.0606 | 0.3061 | 0.0718 | 0.41 | 0.2962 | 0.5991 | 0.2576 | 0.4762 | 0.109 | 0.4588 | 0.1776 | 0.66 | 0.253 | 0.5865 | 0.1846 | 0.5766 | 0.3031 | 0.6622 | 0.1116 | 0.5 | 0.5767 | 0.6857 | 0.4139 | 0.6759 | 0.1089 | 0.4197 | 0.2525 | 0.5117 | 0.1919 | 0.5769 | 0.1715 | 0.35 | 0.4993 | 0.7615 | 0.3319 | 0.584 | 0.3913 | 0.4967 | 0.3333 | 0.6143 | 0.1755 | 0.3241 | 0.1336 | 0.5667 | 0.0779 | 0.4231 | 0.1384 | 0.3692 | 0.0793 | 0.3838 | 0.1599 | 0.35 | 0.0066 | 0.1917 | 0.0 | 0.0 | 0.3535 | 0.5435 | 0.0997 | 0.2077 | 0.0762 | 0.311 | 0.4235 | 0.6263 | 0.2933 | 0.5714 | 0.0182 | 0.35 | 0.232 | 0.7056 | 0.0 | 0.0 | 0.0785 | 0.3333 |
| 0.9351 | 21.0 | 5250 | 1.4237 | 0.2508 | 0.3586 | 0.2722 | 0.0492 | 0.1477 | 0.2778 | 0.2935 | 0.505 | 0.5297 | 0.0785 | 0.2923 | 0.5764 | 0.5355 | 0.6798 | 0.2764 | 0.5698 | 0.339 | 0.6358 | 0.2893 | 0.5408 | 0.2256 | 0.45 | 0.2811 | 0.65 | 0.3709 | 0.6846 | 0.2209 | 0.6667 | 0.1819 | 0.5018 | 0.3488 | 0.5437 | 0.6986 | 0.7333 | 0.3363 | 0.35 | 0.0639 | 0.48 | 0.018 | 0.2093 | 0.0936 | 0.3292 | 0.5129 | 0.7262 | 0.1689 | 0.6213 | 0.3983 | 0.6562 | 0.3581 | 0.6167 | 0.2097 | 0.6458 | 0.6346 | 0.9 | 0.1264 | 0.6625 | 0.4284 | 0.5061 | 0.7882 | 0.9111 | 0.0591 | 0.3507 | 0.2843 | 0.4922 | 0.0266 | 0.3827 | 0.3889 | 0.5392 | 0.0202 | 0.2867 | 0.4204 | 0.6167 | 0.214 | 0.5643 | 0.2235 | 0.595 | 0.28 | 0.525 | 0.2991 | 0.564 | 0.0426 | 0.5 | 0.0714 | 0.6211 | 0.3502 | 0.7 | 0.3984 | 0.7304 | 0.3348 | 0.5595 | 0.2076 | 0.4743 | 0.3046 | 0.4977 | 0.2733 | 0.507 | 0.2035 | 0.3902 | 0.0759 | 0.3102 | 0.1032 | 0.4133 | 0.3073 | 0.586 | 0.2804 | 0.4968 | 0.1017 | 0.4324 | 0.1885 | 0.644 | 0.2632 | 0.5481 | 0.1809 | 0.5672 | 0.2812 | 0.627 | 0.1091 | 0.4875 | 0.5775 | 0.7048 | 0.4378 | 0.6845 | 0.1099 | 0.4787 | 0.2483 | 0.5248 | 0.2208 | 0.5962 | 0.1816 | 0.3422 | 0.4916 | 0.7692 | 0.3404 | 0.5989 | 0.3949 | 0.4667 | 0.4093 | 0.6857 | 0.1679 | 0.3103 | 0.1344 | 0.5444 | 0.0938 | 0.4712 | 0.185 | 0.3692 | 0.0883 | 0.3541 | 0.1337 | 0.225 | 0.0323 | 0.225 | 0.0 | 0.0 | 0.3563 | 0.587 | 0.0939 | 0.3538 | 0.088 | 0.3049 | 0.4179 | 0.5974 | 0.2952 | 0.5821 | 0.0173 | 0.3167 | 0.2631 | 0.6556 | 0.0099 | 0.8 | 0.0723 | 0.55 |
| 0.8745 | 22.0 | 5500 | 1.4148 | 0.2591 | 0.3688 | 0.2834 | 0.0501 | 0.156 | 0.2874 | 0.2839 | 0.4966 | 0.5218 | 0.0728 | 0.2973 | 0.5684 | 0.5428 | 0.6877 | 0.2602 | 0.5679 | 0.3304 | 0.6117 | 0.2964 | 0.551 | 0.2417 | 0.5179 | 0.2895 | 0.595 | 0.3584 | 0.6769 | 0.2073 | 0.645 | 0.2198 | 0.4964 | 0.3483 | 0.5641 | 0.6895 | 0.7444 | 0.3545 | 0.425 | 0.0727 | 0.46 | 0.0347 | 0.2296 | 0.0976 | 0.3246 | 0.5137 | 0.7381 | 0.1826 | 0.5936 | 0.3978 | 0.6603 | 0.3755 | 0.6074 | 0.2182 | 0.6417 | 0.621 | 0.8909 | 0.1194 | 0.7 | 0.4167 | 0.497 | 0.7847 | 0.8963 | 0.0614 | 0.3535 | 0.3039 | 0.5127 | 0.024 | 0.3889 | 0.4288 | 0.5667 | 0.0184 | 0.2844 | 0.4154 | 0.6583 | 0.2477 | 0.6167 | 0.2244 | 0.54 | 0.2896 | 0.5225 | 0.2939 | 0.568 | 0.1097 | 0.5364 | 0.1005 | 0.6158 | 0.3715 | 0.68 | 0.4527 | 0.7609 | 0.3513 | 0.5833 | 0.2145 | 0.4817 | 0.3111 | 0.4886 | 0.2847 | 0.5023 | 0.211 | 0.4131 | 0.0774 | 0.3265 | 0.0991 | 0.4367 | 0.3119 | 0.6028 | 0.2847 | 0.4921 | 0.1046 | 0.4441 | 0.17 | 0.656 | 0.2392 | 0.5442 | 0.1978 | 0.5891 | 0.2878 | 0.6351 | 0.098 | 0.45 | 0.5893 | 0.6714 | 0.4658 | 0.6621 | 0.0954 | 0.4098 | 0.2462 | 0.5152 | 0.2164 | 0.5808 | 0.1839 | 0.3641 | 0.484 | 0.7808 | 0.3393 | 0.5734 | 0.4417 | 0.5233 | 0.4179 | 0.7071 | 0.178 | 0.3069 | 0.1386 | 0.5556 | 0.1018 | 0.4269 | 0.2279 | 0.4 | 0.0792 | 0.3297 | 0.1801 | 0.325 | 0.0469 | 0.2333 | 0.0 | 0.0 | 0.3742 | 0.5696 | 0.1007 | 0.2769 | 0.0936 | 0.3256 | 0.4415 | 0.6105 | 0.3176 | 0.5786 | 0.0401 | 0.2167 | 0.272 | 0.6611 | 0.0 | 0.0 | 0.0982 | 0.5667 |
| 0.8745 | 23.0 | 5750 | 1.4156 | 0.2609 | 0.3732 | 0.2834 | 0.0604 | 0.1556 | 0.2895 | 0.2841 | 0.5007 | 0.526 | 0.095 | 0.2997 | 0.5713 | 0.5439 | 0.6918 | 0.2819 | 0.5868 | 0.3363 | 0.5989 | 0.296 | 0.5388 | 0.2368 | 0.4643 | 0.3045 | 0.6725 | 0.3799 | 0.6769 | 0.2008 | 0.66 | 0.2368 | 0.5145 | 0.3547 | 0.575 | 0.7068 | 0.7333 | 0.3054 | 0.3875 | 0.0601 | 0.6 | 0.0381 | 0.2148 | 0.0833 | 0.3108 | 0.5324 | 0.7333 | 0.1788 | 0.5936 | 0.3998 | 0.6644 | 0.3688 | 0.612 | 0.2438 | 0.6396 | 0.6672 | 0.8818 | 0.1202 | 0.7 | 0.4137 | 0.5 | 0.7719 | 0.8926 | 0.0792 | 0.3732 | 0.2876 | 0.4804 | 0.0275 | 0.3247 | 0.4318 | 0.5647 | 0.0178 | 0.3133 | 0.4504 | 0.7417 | 0.2403 | 0.5857 | 0.2247 | 0.51 | 0.3131 | 0.555 | 0.313 | 0.592 | 0.0332 | 0.4545 | 0.1058 | 0.6263 | 0.3709 | 0.68 | 0.4482 | 0.7522 | 0.3309 | 0.531 | 0.2103 | 0.478 | 0.3059 | 0.4977 | 0.2884 | 0.5063 | 0.1893 | 0.377 | 0.0737 | 0.3306 | 0.0894 | 0.41 | 0.3049 | 0.5972 | 0.2831 | 0.5159 | 0.1223 | 0.4618 | 0.2453 | 0.644 | 0.2409 | 0.5442 | 0.1998 | 0.5656 | 0.2609 | 0.5865 | 0.0921 | 0.5562 | 0.5991 | 0.6762 | 0.4428 | 0.681 | 0.112 | 0.4787 | 0.2468 | 0.5022 | 0.2168 | 0.6 | 0.1844 | 0.3266 | 0.4809 | 0.7769 | 0.3317 | 0.5734 | 0.4296 | 0.4867 | 0.4401 | 0.6929 | 0.1895 | 0.3207 | 0.1803 | 0.5556 | 0.0911 | 0.4692 | 0.2151 | 0.3538 | 0.0806 | 0.3541 | 0.1737 | 0.3 | 0.0241 | 0.1917 | 0.0 | 0.0 | 0.3949 | 0.6391 | 0.1158 | 0.2846 | 0.0801 | 0.3207 | 0.4288 | 0.6158 | 0.3194 | 0.5679 | 0.0281 | 0.5167 | 0.2654 | 0.65 | 0.0 | 0.0 | 0.1551 | 0.55 |
| 0.8295 | 24.0 | 6000 | 1.4127 | 0.2666 | 0.3806 | 0.2927 | 0.0563 | 0.1617 | 0.2956 | 0.2861 | 0.5081 | 0.5348 | 0.0912 | 0.302 | 0.5814 | 0.5431 | 0.682 | 0.2752 | 0.583 | 0.333 | 0.5989 | 0.2993 | 0.5469 | 0.2496 | 0.4821 | 0.3195 | 0.68 | 0.3889 | 0.6808 | 0.2137 | 0.6617 | 0.2243 | 0.5091 | 0.3656 | 0.5797 | 0.7053 | 0.7444 | 0.3572 | 0.45 | 0.0579 | 0.62 | 0.0477 | 0.2333 | 0.1011 | 0.3231 | 0.5519 | 0.7381 | 0.1956 | 0.6149 | 0.43 | 0.6644 | 0.3854 | 0.6204 | 0.2523 | 0.6479 | 0.7042 | 0.8955 | 0.1162 | 0.6875 | 0.4162 | 0.5121 | 0.7729 | 0.9037 | 0.0825 | 0.3789 | 0.2947 | 0.4941 | 0.0261 | 0.3432 | 0.4281 | 0.5569 | 0.0185 | 0.3022 | 0.4103 | 0.65 | 0.2334 | 0.5786 | 0.2216 | 0.565 | 0.299 | 0.545 | 0.3165 | 0.586 | 0.0485 | 0.4818 | 0.096 | 0.6158 | 0.3945 | 0.68 | 0.487 | 0.7609 | 0.3539 | 0.5762 | 0.2171 | 0.4798 | 0.3251 | 0.4955 | 0.2926 | 0.5031 | 0.188 | 0.382 | 0.0785 | 0.3633 | 0.0915 | 0.4333 | 0.3228 | 0.6 | 0.2883 | 0.5476 | 0.1264 | 0.4441 | 0.2289 | 0.672 | 0.2468 | 0.5365 | 0.1979 | 0.5828 | 0.2825 | 0.6459 | 0.1066 | 0.6062 | 0.5846 | 0.681 | 0.4415 | 0.6534 | 0.101 | 0.4344 | 0.2529 | 0.5174 | 0.2029 | 0.6038 | 0.1778 | 0.3281 | 0.4906 | 0.7962 | 0.3411 | 0.5936 | 0.4549 | 0.5333 | 0.4085 | 0.6821 | 0.1813 | 0.3328 | 0.1774 | 0.6556 | 0.11 | 0.4269 | 0.252 | 0.4154 | 0.0829 | 0.3297 | 0.2089 | 0.325 | 0.0489 | 0.2333 | 0.0 | 0.0 | 0.3959 | 0.6261 | 0.1209 | 0.2846 | 0.091 | 0.3317 | 0.4449 | 0.6211 | 0.3202 | 0.5714 | 0.0276 | 0.5333 | 0.2973 | 0.6444 | 0.0 | 0.0 | 0.1062 | 0.5667 |
| 0.8295 | 25.0 | 6250 | 1.4180 | 0.2662 | 0.3803 | 0.2912 | 0.0518 | 0.157 | 0.2951 | 0.285 | 0.5077 | 0.532 | 0.0839 | 0.3073 | 0.5775 | 0.5447 | 0.6854 | 0.2988 | 0.5962 | 0.3329 | 0.5964 | 0.2971 | 0.5388 | 0.2451 | 0.4821 | 0.3098 | 0.6875 | 0.3935 | 0.6731 | 0.2049 | 0.6567 | 0.225 | 0.4964 | 0.3613 | 0.5766 | 0.7366 | 0.7667 | 0.3555 | 0.4375 | 0.0652 | 0.6 | 0.0425 | 0.2278 | 0.1111 | 0.32 | 0.5557 | 0.731 | 0.1938 | 0.6 | 0.4102 | 0.6534 | 0.3776 | 0.6241 | 0.2523 | 0.6521 | 0.674 | 0.8955 | 0.1293 | 0.7 | 0.4285 | 0.497 | 0.7717 | 0.9 | 0.0854 | 0.4056 | 0.3035 | 0.5059 | 0.0287 | 0.3543 | 0.4367 | 0.5725 | 0.019 | 0.2711 | 0.4249 | 0.65 | 0.2292 | 0.5786 | 0.2078 | 0.58 | 0.3044 | 0.5375 | 0.304 | 0.576 | 0.058 | 0.4091 | 0.1067 | 0.6158 | 0.3855 | 0.672 | 0.4616 | 0.7522 | 0.3426 | 0.5762 | 0.213 | 0.4725 | 0.3194 | 0.4955 | 0.2866 | 0.5078 | 0.1883 | 0.377 | 0.077 | 0.351 | 0.0891 | 0.4167 | 0.3186 | 0.5916 | 0.3012 | 0.5175 | 0.1275 | 0.4412 | 0.2077 | 0.668 | 0.2431 | 0.5442 | 0.1915 | 0.575 | 0.2536 | 0.5838 | 0.1055 | 0.55 | 0.6061 | 0.6905 | 0.4319 | 0.6552 | 0.1145 | 0.4705 | 0.2492 | 0.503 | 0.2088 | 0.6154 | 0.1791 | 0.3281 | 0.4893 | 0.7885 | 0.347 | 0.5926 | 0.45 | 0.5233 | 0.4221 | 0.6714 | 0.1881 | 0.331 | 0.1754 | 0.6444 | 0.1097 | 0.4462 | 0.2289 | 0.4231 | 0.0827 | 0.3595 | 0.2089 | 0.325 | 0.049 | 0.2667 | 0.0 | 0.0 | 0.3774 | 0.6261 | 0.1363 | 0.2846 | 0.0875 | 0.3122 | 0.4305 | 0.6105 | 0.308 | 0.6 | 0.0279 | 0.5333 | 0.3153 | 0.65 | 0.0 | 0.0 | 0.1334 | 0.5667 |
| 0.8005 | 26.0 | 6500 | 1.4211 | 0.2677 | 0.3834 | 0.2933 | 0.0601 | 0.1691 | 0.2963 | 0.2878 | 0.506 | 0.5305 | 0.0854 | 0.2916 | 0.5782 | 0.547 | 0.6881 | 0.3064 | 0.5736 | 0.3295 | 0.5967 | 0.3045 | 0.5388 | 0.2612 | 0.4929 | 0.2996 | 0.67 | 0.3866 | 0.6808 | 0.2167 | 0.6717 | 0.2226 | 0.5 | 0.357 | 0.5609 | 0.7352 | 0.7556 | 0.3543 | 0.4375 | 0.0556 | 0.5 | 0.044 | 0.2407 | 0.1026 | 0.3123 | 0.5498 | 0.7333 | 0.197 | 0.6106 | 0.4232 | 0.663 | 0.3744 | 0.6111 | 0.2574 | 0.6521 | 0.6969 | 0.8682 | 0.1299 | 0.7125 | 0.4165 | 0.5 | 0.7789 | 0.8963 | 0.0878 | 0.3901 | 0.2917 | 0.4941 | 0.0288 | 0.3728 | 0.4254 | 0.5647 | 0.0173 | 0.2622 | 0.4249 | 0.6583 | 0.2303 | 0.5976 | 0.212 | 0.59 | 0.3165 | 0.55 | 0.305 | 0.573 | 0.0451 | 0.4455 | 0.096 | 0.6158 | 0.3905 | 0.664 | 0.454 | 0.7522 | 0.3457 | 0.5881 | 0.2186 | 0.478 | 0.3339 | 0.5045 | 0.2904 | 0.5008 | 0.2025 | 0.3984 | 0.089 | 0.349 | 0.1053 | 0.44 | 0.322 | 0.6037 | 0.3023 | 0.5222 | 0.1306 | 0.45 | 0.1925 | 0.672 | 0.2498 | 0.5519 | 0.1922 | 0.5547 | 0.2631 | 0.5838 | 0.133 | 0.5938 | 0.6007 | 0.6762 | 0.4551 | 0.6741 | 0.1124 | 0.4262 | 0.2516 | 0.5143 | 0.2191 | 0.6077 | 0.1801 | 0.3344 | 0.5106 | 0.7923 | 0.3426 | 0.5968 | 0.4449 | 0.5233 | 0.4178 | 0.6964 | 0.1801 | 0.3276 | 0.1976 | 0.6444 | 0.0958 | 0.4462 | 0.2305 | 0.3692 | 0.0894 | 0.3459 | 0.1815 | 0.325 | 0.0334 | 0.2333 | 0.0 | 0.0 | 0.3717 | 0.587 | 0.1113 | 0.2846 | 0.0887 | 0.3037 | 0.4365 | 0.6132 | 0.3144 | 0.5714 | 0.0283 | 0.55 | 0.3144 | 0.6556 | 0.0 | 0.0 | 0.1663 | 0.55 |
| 0.8005 | 27.0 | 6750 | 1.4224 | 0.2691 | 0.3844 | 0.2945 | 0.0654 | 0.1646 | 0.2981 | 0.2853 | 0.5038 | 0.5283 | 0.0934 | 0.2966 | 0.5756 | 0.5444 | 0.6844 | 0.3122 | 0.5906 | 0.3317 | 0.6 | 0.3125 | 0.5449 | 0.2471 | 0.4857 | 0.3061 | 0.6775 | 0.3927 | 0.6846 | 0.2088 | 0.6667 | 0.2265 | 0.52 | 0.3571 | 0.5516 | 0.7419 | 0.7556 | 0.3404 | 0.35 | 0.0513 | 0.48 | 0.0474 | 0.2407 | 0.1116 | 0.3108 | 0.5461 | 0.7238 | 0.2014 | 0.6021 | 0.4254 | 0.6493 | 0.3757 | 0.6139 | 0.2647 | 0.6583 | 0.7006 | 0.8864 | 0.1301 | 0.6875 | 0.4177 | 0.5 | 0.78 | 0.8963 | 0.0918 | 0.3732 | 0.2935 | 0.4971 | 0.0322 | 0.3519 | 0.4351 | 0.5745 | 0.0206 | 0.2889 | 0.4293 | 0.6833 | 0.2342 | 0.581 | 0.2226 | 0.575 | 0.3147 | 0.525 | 0.3082 | 0.583 | 0.0454 | 0.4545 | 0.1029 | 0.6263 | 0.3967 | 0.664 | 0.4527 | 0.7696 | 0.3598 | 0.5881 | 0.2214 | 0.4716 | 0.3266 | 0.4955 | 0.2851 | 0.5039 | 0.2036 | 0.3885 | 0.0835 | 0.3224 | 0.0931 | 0.4067 | 0.3263 | 0.6056 | 0.3013 | 0.5143 | 0.1339 | 0.45 | 0.2094 | 0.664 | 0.2415 | 0.5423 | 0.1823 | 0.5719 | 0.2677 | 0.5973 | 0.124 | 0.5938 | 0.5971 | 0.7143 | 0.4489 | 0.6759 | 0.1079 | 0.4492 | 0.2526 | 0.51 | 0.2127 | 0.6154 | 0.179 | 0.3313 | 0.5078 | 0.7923 | 0.3466 | 0.5904 | 0.4301 | 0.5133 | 0.4358 | 0.6929 | 0.1882 | 0.331 | 0.1801 | 0.6444 | 0.1019 | 0.45 | 0.2256 | 0.3692 | 0.089 | 0.3351 | 0.1925 | 0.325 | 0.0471 | 0.2083 | 0.0 | 0.0 | 0.3636 | 0.5826 | 0.1166 | 0.2846 | 0.0868 | 0.2927 | 0.4391 | 0.6026 | 0.3246 | 0.575 | 0.0273 | 0.5333 | 0.3493 | 0.6556 | 0.0 | 0.0 | 0.1661 | 0.5667 |
| 0.7843 | 28.0 | 7000 | 1.4235 | 0.2706 | 0.3861 | 0.2959 | 0.0637 | 0.1678 | 0.2992 | 0.2857 | 0.5049 | 0.5288 | 0.093 | 0.2915 | 0.5766 | 0.5439 | 0.6842 | 0.3146 | 0.6019 | 0.3296 | 0.5974 | 0.3035 | 0.5327 | 0.2538 | 0.5143 | 0.3002 | 0.675 | 0.3859 | 0.6769 | 0.2107 | 0.6717 | 0.2257 | 0.5164 | 0.3576 | 0.5594 | 0.7299 | 0.7556 | 0.3539 | 0.425 | 0.061 | 0.48 | 0.0476 | 0.237 | 0.1157 | 0.3138 | 0.5461 | 0.7238 | 0.2076 | 0.6021 | 0.4243 | 0.6521 | 0.3737 | 0.6167 | 0.2592 | 0.6521 | 0.6997 | 0.8636 | 0.1318 | 0.6875 | 0.4158 | 0.497 | 0.7767 | 0.9 | 0.0945 | 0.3944 | 0.2883 | 0.4863 | 0.0283 | 0.3556 | 0.4367 | 0.5706 | 0.0197 | 0.2778 | 0.4287 | 0.625 | 0.2359 | 0.5738 | 0.216 | 0.575 | 0.316 | 0.5275 | 0.3073 | 0.578 | 0.0461 | 0.4545 | 0.1095 | 0.6158 | 0.3981 | 0.664 | 0.465 | 0.7391 | 0.3455 | 0.5905 | 0.2229 | 0.4752 | 0.3273 | 0.4977 | 0.2857 | 0.5102 | 0.1987 | 0.3967 | 0.0791 | 0.351 | 0.0914 | 0.4267 | 0.3303 | 0.5991 | 0.2899 | 0.5079 | 0.1375 | 0.4618 | 0.2142 | 0.664 | 0.2611 | 0.5365 | 0.1882 | 0.5766 | 0.2721 | 0.6054 | 0.1285 | 0.6438 | 0.5999 | 0.7143 | 0.443 | 0.669 | 0.1103 | 0.4508 | 0.2498 | 0.5013 | 0.2108 | 0.6 | 0.1866 | 0.3297 | 0.5196 | 0.7962 | 0.3451 | 0.6021 | 0.4372 | 0.52 | 0.4263 | 0.6929 | 0.1846 | 0.331 | 0.1831 | 0.5778 | 0.1003 | 0.4596 | 0.2334 | 0.3769 | 0.095 | 0.3378 | 0.2259 | 0.325 | 0.0473 | 0.2083 | 0.0 | 0.0 | 0.3729 | 0.6 | 0.1254 | 0.2846 | 0.0883 | 0.2963 | 0.442 | 0.6026 | 0.3253 | 0.5714 | 0.0314 | 0.5333 | 0.3438 | 0.6556 | 0.0 | 0.0 | 0.1869 | 0.55 |
| 0.7843 | 29.0 | 7250 | 1.4244 | 0.2706 | 0.3867 | 0.2953 | 0.0661 | 0.1688 | 0.2997 | 0.2868 | 0.5059 | 0.53 | 0.0937 | 0.2972 | 0.5777 | 0.5444 | 0.6842 | 0.3173 | 0.6038 | 0.3306 | 0.5964 | 0.3011 | 0.5367 | 0.2578 | 0.4679 | 0.3048 | 0.68 | 0.3994 | 0.6808 | 0.2126 | 0.6683 | 0.2256 | 0.5 | 0.3593 | 0.5516 | 0.7392 | 0.7556 | 0.3541 | 0.425 | 0.0602 | 0.48 | 0.0489 | 0.237 | 0.1158 | 0.3185 | 0.5443 | 0.7214 | 0.2068 | 0.6 | 0.4207 | 0.6534 | 0.3737 | 0.6157 | 0.2557 | 0.65 | 0.6957 | 0.8636 | 0.1213 | 0.6875 | 0.4205 | 0.503 | 0.7775 | 0.9 | 0.0933 | 0.3845 | 0.2963 | 0.4951 | 0.0296 | 0.3568 | 0.4419 | 0.5765 | 0.0206 | 0.2756 | 0.4305 | 0.6583 | 0.2312 | 0.5738 | 0.2094 | 0.57 | 0.3148 | 0.5425 | 0.3087 | 0.578 | 0.0609 | 0.4364 | 0.1093 | 0.6263 | 0.3997 | 0.672 | 0.4534 | 0.7522 | 0.3598 | 0.5881 | 0.2202 | 0.4743 | 0.3305 | 0.4955 | 0.2909 | 0.5133 | 0.2037 | 0.4082 | 0.0813 | 0.351 | 0.0926 | 0.4367 | 0.3291 | 0.6065 | 0.2949 | 0.5127 | 0.1366 | 0.4618 | 0.2215 | 0.66 | 0.2451 | 0.5404 | 0.1901 | 0.5766 | 0.276 | 0.6 | 0.1156 | 0.5938 | 0.5963 | 0.7095 | 0.4429 | 0.6707 | 0.1112 | 0.4508 | 0.2499 | 0.5026 | 0.1907 | 0.5962 | 0.1809 | 0.3328 | 0.5141 | 0.7769 | 0.3439 | 0.5851 | 0.4504 | 0.53 | 0.4456 | 0.6857 | 0.1786 | 0.331 | 0.1955 | 0.6556 | 0.1018 | 0.4615 | 0.2323 | 0.3769 | 0.0923 | 0.3405 | 0.1925 | 0.325 | 0.0475 | 0.225 | 0.0 | 0.0 | 0.3835 | 0.6043 | 0.1164 | 0.2846 | 0.0886 | 0.2976 | 0.4375 | 0.6 | 0.3266 | 0.5964 | 0.0312 | 0.5333 | 0.336 | 0.6667 | 0.0 | 0.0 | 0.1857 | 0.5667 |
| 0.7805 | 30.0 | 7500 | 1.4235 | 0.2714 | 0.3867 | 0.2968 | 0.0662 | 0.1688 | 0.3006 | 0.2872 | 0.507 | 0.5305 | 0.0952 | 0.2946 | 0.5785 | 0.5441 | 0.6838 | 0.3146 | 0.6 | 0.3302 | 0.6011 | 0.3008 | 0.5347 | 0.2611 | 0.4893 | 0.2997 | 0.68 | 0.4005 | 0.6808 | 0.2124 | 0.6667 | 0.2231 | 0.4964 | 0.3589 | 0.5547 | 0.7419 | 0.7556 | 0.3547 | 0.4375 | 0.0595 | 0.48 | 0.0526 | 0.237 | 0.1136 | 0.3169 | 0.5449 | 0.7214 | 0.2094 | 0.6021 | 0.4232 | 0.6575 | 0.3734 | 0.6176 | 0.2624 | 0.6521 | 0.6967 | 0.8636 | 0.1197 | 0.6875 | 0.419 | 0.5 | 0.7759 | 0.9 | 0.0932 | 0.3887 | 0.2971 | 0.498 | 0.028 | 0.3605 | 0.4376 | 0.5745 | 0.0202 | 0.2778 | 0.4422 | 0.6583 | 0.2384 | 0.5714 | 0.2114 | 0.575 | 0.3106 | 0.545 | 0.3103 | 0.585 | 0.0709 | 0.4364 | 0.1192 | 0.6211 | 0.3989 | 0.668 | 0.4623 | 0.7478 | 0.36 | 0.5905 | 0.2205 | 0.4743 | 0.3316 | 0.4955 | 0.2914 | 0.5055 | 0.2044 | 0.3984 | 0.0793 | 0.349 | 0.0941 | 0.4433 | 0.3273 | 0.6047 | 0.2905 | 0.5079 | 0.1335 | 0.4471 | 0.2086 | 0.656 | 0.2413 | 0.5346 | 0.1865 | 0.5719 | 0.2751 | 0.6054 | 0.1325 | 0.6438 | 0.6047 | 0.719 | 0.4449 | 0.6707 | 0.1137 | 0.4508 | 0.2514 | 0.5078 | 0.1922 | 0.5962 | 0.1817 | 0.3297 | 0.5156 | 0.7962 | 0.3427 | 0.5894 | 0.4477 | 0.5267 | 0.4456 | 0.6929 | 0.1816 | 0.3328 | 0.2073 | 0.6556 | 0.1011 | 0.4635 | 0.233 | 0.3769 | 0.0924 | 0.3432 | 0.1925 | 0.325 | 0.0465 | 0.2 | 0.0 | 0.0 | 0.381 | 0.5957 | 0.1198 | 0.2846 | 0.0901 | 0.2951 | 0.436 | 0.6 | 0.3249 | 0.5714 | 0.0307 | 0.5333 | 0.3399 | 0.6667 | 0.0 | 0.0 | 0.1852 | 0.5667 |
### Framework versions
- Transformers 4.41.1
- Pytorch 2.2.2+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
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