Upload 15 files
Browse files- checkpoints/checkpoint_epoch_585.pth +3 -0
- config.toml +49 -0
- model_structure.txt +148 -0
- model_summary.txt +8 -0
- onnx_checkpoints/unet_global_padding_nov_5_no_lsdb_epoch_585.onnx +3 -0
- segmentation_samples/sample_epoch_585_UVP01948May172019.pdf +0 -0
- segmentation_samples/sample_epoch_585_UVP01959May212019.pdf +0 -0
- segmentation_samples/sample_epoch_585_UVP02159June252019.pdf +0 -0
- segmentation_samples/sample_epoch_600_UVP01948May172019.pdf +0 -0
- segmentation_samples/sample_epoch_600_UVP01959May212019.pdf +0 -0
- segmentation_samples/sample_epoch_600_UVP02159June252019.pdf +0 -0
- time_log.txt +3 -0
- torchscript_checkpoints/unet_global_padding_nov_5_no_lsdb_epoch_585.pt +3 -0
- training_logs/metric_plots.pdf +0 -0
- training_logs/training_stats.csv +601 -0
checkpoints/checkpoint_epoch_585.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e09c0930a167818b9013942b2dcda59452ecd28581515bed1825166d4069a99a
|
3 |
+
size 172060937
|
config.toml
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
experiment_name = "unet_global_padding_nov_5_no_lsdb"
|
2 |
+
base_dir = "/exports/csce/eddie/eng/groups/DunnGroup/matthew/models_gelgenie"
|
3 |
+
|
4 |
+
[processing]
|
5 |
+
base_hardware = "EDDIE"
|
6 |
+
device = "GPU"
|
7 |
+
pe = 1
|
8 |
+
memory = 64
|
9 |
+
|
10 |
+
[data]
|
11 |
+
n_channels = 1
|
12 |
+
batch_size = 2
|
13 |
+
num_workers = 1
|
14 |
+
val_percent = 10
|
15 |
+
dir_train_mask = [ "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/nathan_gels/masks", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/matthew_gels/masks", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/matthew_gels_2/masks", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/neb_ladders/masks",]
|
16 |
+
dir_train_img = [ "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/nathan_gels/images", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/matthew_gels/images", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/matthew_gels_2/images", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/neb_ladders/images",]
|
17 |
+
dir_val_img = [ "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/nathan_gels/val_images", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/matthew_gels/val_images", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/matthew_gels_2/val_images", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/neb_ladders/val_images",]
|
18 |
+
dir_val_mask = [ "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/nathan_gels/val_masks", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/matthew_gels/val_masks", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/matthew_gels_2/val_masks", "/exports/csce/eddie/eng/groups/DunnGroup/matthew/gel_data/neb_ladders/val_masks",]
|
19 |
+
split_training_dataset = false
|
20 |
+
apply_augmentations = true
|
21 |
+
padding = true
|
22 |
+
individual_padding = false
|
23 |
+
weak_augmentations = false
|
24 |
+
|
25 |
+
[model]
|
26 |
+
model_name = "smp_unet"
|
27 |
+
classes = 2
|
28 |
+
in_channels = 1
|
29 |
+
encoder_name = "resnet18"
|
30 |
+
|
31 |
+
[training]
|
32 |
+
loss = [ "dice", "crossentropy",]
|
33 |
+
loss_component_weighting = [ 1, 1,]
|
34 |
+
class_loss_weighting = false
|
35 |
+
class_loss_weight_damper = [ 1.0, 1.0,]
|
36 |
+
lr = 0.0001
|
37 |
+
epochs = 600
|
38 |
+
grad_scaler = true
|
39 |
+
load_checkpoint = false
|
40 |
+
optimizer_type = "adam"
|
41 |
+
scheduler_type = "CosineAnnealingWarmRestarts"
|
42 |
+
save_checkpoint = true
|
43 |
+
checkpoint_frequency = 1
|
44 |
+
wandb_track = true
|
45 |
+
model_cleanup_frequency = 20
|
46 |
+
wandb_id = "2ak0r0kx"
|
47 |
+
|
48 |
+
[training.scheduler_specs]
|
49 |
+
restart_period = 100
|
model_structure.txt
ADDED
@@ -0,0 +1,148 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
======================================================================
|
2 |
+
Layer (type:depth-idx) Param #
|
3 |
+
======================================================================
|
4 |
+
smp_UNet --
|
5 |
+
├─ResNetEncoder: 1-1 --
|
6 |
+
│ └─Conv2d: 2-1 3,136
|
7 |
+
│ └─BatchNorm2d: 2-2 128
|
8 |
+
│ └─ReLU: 2-3 --
|
9 |
+
│ └─MaxPool2d: 2-4 --
|
10 |
+
│ └─Sequential: 2-5 --
|
11 |
+
│ │ └─BasicBlock: 3-1 --
|
12 |
+
│ │ │ └─Conv2d: 4-1 36,864
|
13 |
+
│ │ │ └─BatchNorm2d: 4-2 128
|
14 |
+
│ │ │ └─ReLU: 4-3 --
|
15 |
+
│ │ │ └─Conv2d: 4-4 36,864
|
16 |
+
│ │ │ └─BatchNorm2d: 4-5 128
|
17 |
+
│ │ └─BasicBlock: 3-2 --
|
18 |
+
│ │ │ └─Conv2d: 4-6 36,864
|
19 |
+
│ │ │ └─BatchNorm2d: 4-7 128
|
20 |
+
│ │ │ └─ReLU: 4-8 --
|
21 |
+
│ │ │ └─Conv2d: 4-9 36,864
|
22 |
+
│ │ │ └─BatchNorm2d: 4-10 128
|
23 |
+
│ └─Sequential: 2-6 --
|
24 |
+
│ │ └─BasicBlock: 3-3 --
|
25 |
+
│ │ │ └─Conv2d: 4-11 73,728
|
26 |
+
│ │ │ └─BatchNorm2d: 4-12 256
|
27 |
+
│ │ │ └─ReLU: 4-13 --
|
28 |
+
│ │ │ └─Conv2d: 4-14 147,456
|
29 |
+
│ │ │ └─BatchNorm2d: 4-15 256
|
30 |
+
│ │ │ └─Sequential: 4-16 --
|
31 |
+
│ │ │ │ └─Conv2d: 5-1 8,192
|
32 |
+
│ │ │ │ └─BatchNorm2d: 5-2 256
|
33 |
+
│ │ └─BasicBlock: 3-4 --
|
34 |
+
│ │ │ └─Conv2d: 4-17 147,456
|
35 |
+
│ │ │ └─BatchNorm2d: 4-18 256
|
36 |
+
│ │ │ └─ReLU: 4-19 --
|
37 |
+
│ │ │ └─Conv2d: 4-20 147,456
|
38 |
+
│ │ │ └─BatchNorm2d: 4-21 256
|
39 |
+
│ └─Sequential: 2-7 --
|
40 |
+
│ │ └─BasicBlock: 3-5 --
|
41 |
+
│ │ │ └─Conv2d: 4-22 294,912
|
42 |
+
│ │ │ └─BatchNorm2d: 4-23 512
|
43 |
+
│ │ │ └─ReLU: 4-24 --
|
44 |
+
│ │ │ └─Conv2d: 4-25 589,824
|
45 |
+
│ │ │ └─BatchNorm2d: 4-26 512
|
46 |
+
│ │ │ └─Sequential: 4-27 --
|
47 |
+
│ │ │ │ └─Conv2d: 5-3 32,768
|
48 |
+
│ │ │ │ └─BatchNorm2d: 5-4 512
|
49 |
+
│ │ └─BasicBlock: 3-6 --
|
50 |
+
│ │ │ └─Conv2d: 4-28 589,824
|
51 |
+
│ │ │ └─BatchNorm2d: 4-29 512
|
52 |
+
│ │ │ └─ReLU: 4-30 --
|
53 |
+
│ │ │ └─Conv2d: 4-31 589,824
|
54 |
+
│ │ │ └─BatchNorm2d: 4-32 512
|
55 |
+
│ └─Sequential: 2-8 --
|
56 |
+
│ │ └─BasicBlock: 3-7 --
|
57 |
+
│ │ │ └─Conv2d: 4-33 1,179,648
|
58 |
+
│ │ │ └─BatchNorm2d: 4-34 1,024
|
59 |
+
│ │ │ └─ReLU: 4-35 --
|
60 |
+
│ │ │ └─Conv2d: 4-36 2,359,296
|
61 |
+
│ │ │ └─BatchNorm2d: 4-37 1,024
|
62 |
+
│ │ │ └─Sequential: 4-38 --
|
63 |
+
│ │ │ │ └─Conv2d: 5-5 131,072
|
64 |
+
│ │ │ │ └─BatchNorm2d: 5-6 1,024
|
65 |
+
│ │ └─BasicBlock: 3-8 --
|
66 |
+
│ │ │ └─Conv2d: 4-39 2,359,296
|
67 |
+
│ │ │ └─BatchNorm2d: 4-40 1,024
|
68 |
+
│ │ │ └─ReLU: 4-41 --
|
69 |
+
│ │ │ └─Conv2d: 4-42 2,359,296
|
70 |
+
│ │ │ └─BatchNorm2d: 4-43 1,024
|
71 |
+
├─UnetDecoder: 1-2 --
|
72 |
+
│ └─Identity: 2-9 --
|
73 |
+
│ └─ModuleList: 2-10 --
|
74 |
+
│ │ └─DecoderBlock: 3-9 --
|
75 |
+
│ │ │ └─Conv2dReLU: 4-44 --
|
76 |
+
│ │ │ │ └─Conv2d: 5-7 1,769,472
|
77 |
+
│ │ │ │ └─BatchNorm2d: 5-8 512
|
78 |
+
│ │ │ │ └─ReLU: 5-9 --
|
79 |
+
│ │ │ └─Attention: 4-45 --
|
80 |
+
│ │ │ │ └─Identity: 5-10 --
|
81 |
+
│ │ │ └─Conv2dReLU: 4-46 --
|
82 |
+
│ │ │ │ └─Conv2d: 5-11 589,824
|
83 |
+
│ │ │ │ └─BatchNorm2d: 5-12 512
|
84 |
+
│ │ �� │ └─ReLU: 5-13 --
|
85 |
+
│ │ │ └─Attention: 4-47 --
|
86 |
+
│ │ │ │ └─Identity: 5-14 --
|
87 |
+
│ │ └─DecoderBlock: 3-10 --
|
88 |
+
│ │ │ └─Conv2dReLU: 4-48 --
|
89 |
+
│ │ │ │ └─Conv2d: 5-15 442,368
|
90 |
+
│ │ │ │ └─BatchNorm2d: 5-16 256
|
91 |
+
│ │ │ │ └─ReLU: 5-17 --
|
92 |
+
│ │ │ └─Attention: 4-49 --
|
93 |
+
│ │ │ │ └─Identity: 5-18 --
|
94 |
+
│ │ │ └─Conv2dReLU: 4-50 --
|
95 |
+
│ │ │ │ └─Conv2d: 5-19 147,456
|
96 |
+
│ │ │ │ └─BatchNorm2d: 5-20 256
|
97 |
+
│ │ │ │ └─ReLU: 5-21 --
|
98 |
+
│ │ │ └─Attention: 4-51 --
|
99 |
+
│ │ │ │ └─Identity: 5-22 --
|
100 |
+
│ │ └─DecoderBlock: 3-11 --
|
101 |
+
│ │ │ └─Conv2dReLU: 4-52 --
|
102 |
+
│ │ │ │ └─Conv2d: 5-23 110,592
|
103 |
+
│ │ │ │ └─BatchNorm2d: 5-24 128
|
104 |
+
│ │ │ │ └─ReLU: 5-25 --
|
105 |
+
│ │ │ └─Attention: 4-53 --
|
106 |
+
│ │ │ │ └─Identity: 5-26 --
|
107 |
+
│ │ │ └─Conv2dReLU: 4-54 --
|
108 |
+
│ │ │ │ └─Conv2d: 5-27 36,864
|
109 |
+
│ │ │ │ └─BatchNorm2d: 5-28 128
|
110 |
+
│ │ │ │ └─ReLU: 5-29 --
|
111 |
+
│ │ │ └─Attention: 4-55 --
|
112 |
+
│ │ │ │ └─Identity: 5-30 --
|
113 |
+
│ │ └─DecoderBlock: 3-12 --
|
114 |
+
│ │ │ └─Conv2dReLU: 4-56 --
|
115 |
+
│ │ │ │ └─Conv2d: 5-31 36,864
|
116 |
+
│ │ │ │ └─BatchNorm2d: 5-32 64
|
117 |
+
│ │ │ │ └─ReLU: 5-33 --
|
118 |
+
│ │ │ └─Attention: 4-57 --
|
119 |
+
│ │ │ │ └─Identity: 5-34 --
|
120 |
+
│ │ │ └─Conv2dReLU: 4-58 --
|
121 |
+
│ │ │ │ └─Conv2d: 5-35 9,216
|
122 |
+
│ │ │ │ └─BatchNorm2d: 5-36 64
|
123 |
+
│ │ │ │ └─ReLU: 5-37 --
|
124 |
+
│ │ │ └─Attention: 4-59 --
|
125 |
+
│ │ │ │ └─Identity: 5-38 --
|
126 |
+
│ │ └─DecoderBlock: 3-13 --
|
127 |
+
│ │ │ └─Conv2dReLU: 4-60 --
|
128 |
+
│ │ │ │ └─Conv2d: 5-39 4,608
|
129 |
+
│ │ │ │ └─BatchNorm2d: 5-40 32
|
130 |
+
│ │ │ │ └─ReLU: 5-41 --
|
131 |
+
│ │ │ └─Attention: 4-61 --
|
132 |
+
│ │ │ │ └─Identity: 5-42 --
|
133 |
+
│ │ │ └─Conv2dReLU: 4-62 --
|
134 |
+
│ │ │ │ └─Conv2d: 5-43 2,304
|
135 |
+
│ │ │ │ └─BatchNorm2d: 5-44 32
|
136 |
+
│ │ │ │ └─ReLU: 5-45 --
|
137 |
+
│ │ │ └─Attention: 4-63 --
|
138 |
+
│ │ │ │ └─Identity: 5-46 --
|
139 |
+
├─SegmentationHead: 1-3 --
|
140 |
+
│ └─Conv2d: 2-11 290
|
141 |
+
│ └─Identity: 2-12 --
|
142 |
+
│ └─Activation: 2-13 --
|
143 |
+
│ │ └─Identity: 3-14 --
|
144 |
+
======================================================================
|
145 |
+
Total params: 14,322,082
|
146 |
+
Trainable params: 14,322,082
|
147 |
+
Non-trainable params: 0
|
148 |
+
======================================================================
|
model_summary.txt
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Model Summary
|
2 |
+
┏━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
|
3 |
+
┃ Parameter ┃ Value ┃
|
4 |
+
┡━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
|
5 |
+
│ Network │ smp_unet │
|
6 |
+
│ Trainable Parameters │ 14322082 │
|
7 |
+
│ Output channels │ 2 │
|
8 |
+
└──────────────────────┴──────────┘
|
onnx_checkpoints/unet_global_padding_nov_5_no_lsdb_epoch_585.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4457b74ee4daef5b142ba037c8f70417d7ff43e48d00863617e0d3db0135c66f
|
3 |
+
size 57279486
|
segmentation_samples/sample_epoch_585_UVP01948May172019.pdf
ADDED
Binary file (213 kB). View file
|
|
segmentation_samples/sample_epoch_585_UVP01959May212019.pdf
ADDED
Binary file (211 kB). View file
|
|
segmentation_samples/sample_epoch_585_UVP02159June252019.pdf
ADDED
Binary file (201 kB). View file
|
|
segmentation_samples/sample_epoch_600_UVP01948May172019.pdf
ADDED
Binary file (212 kB). View file
|
|
segmentation_samples/sample_epoch_600_UVP01959May212019.pdf
ADDED
Binary file (211 kB). View file
|
|
segmentation_samples/sample_epoch_600_UVP02159June252019.pdf
ADDED
Binary file (201 kB). View file
|
|
time_log.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
Time initiated first training run: 2023_11_05_11;51;12
|
2 |
+
Time resumed training run: 2023_11_06_12;32;29
|
3 |
+
Time resumed training run: 2023_11_07_09;09;30
|
torchscript_checkpoints/unet_global_padding_nov_5_no_lsdb_epoch_585.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:320ecee811673cafcaa5b6b965b8c585949f1fcf6e6a034252962d848da0a304
|
3 |
+
size 57610882
|
training_logs/metric_plots.pdf
ADDED
Binary file (62.4 kB). View file
|
|
training_logs/training_stats.csv
ADDED
@@ -0,0 +1,601 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Dice Loss,Cross-Entropy Loss,Training Loss,Learning Rate,Dice Score,Epoch
|
2 |
+
0.5469581552144498,0.2474571357002366,0.7944152910830611,0.0001,0.5084077474643304,1
|
3 |
+
0.4822296776340506,0.05357088998886152,0.5358005661075398,9.99753526902683e-05,0.5588045922090127,2
|
4 |
+
0.4207039903112724,0.02175388932438557,0.4424578794988535,9.990143508499217e-05,0.6379164847616156,3
|
5 |
+
0.3088697780997066,0.011128813207233693,0.3199985904545434,9.977832013192385e-05,0.6291558103928481,4
|
6 |
+
0.23225780058715303,0.009510156823490552,0.241767956796339,9.960612933065818e-05,0.6300859799014188,5
|
7 |
+
0.1979436359163058,0.009167579294045556,0.20711121459801993,9.938503261272713e-05,0.5680623246117233,6
|
8 |
+
0.1786362252666452,0.009387151609795788,0.18802337676791822,9.9115248173898e-05,0.711897325660311,7
|
9 |
+
0.16946623520662554,0.008758732959586011,0.1782249682872309,9.879704225884044e-05,0.6646927358205652,8
|
10 |
+
0.15889948269741683,0.008326871691555795,0.16722635426006074,9.843072889837513e-05,0.7003161442421731,9
|
11 |
+
0.15664995726892503,0.007969062941117306,0.164619019981158,9.801666959956331e-05,0.7065390114299825,10
|
12 |
+
0.1487131539711171,0.007847766958224445,0.15656092043145228,9.755527298894293e-05,0.6972289640633833,11
|
13 |
+
0.14697583011314694,0.007795599862107071,0.1547714300285288,9.704699440926357e-05,0.7364648339294252,12
|
14 |
+
0.14926948082649102,0.007825095249908202,0.157094576306599,9.649233547011815e-05,0.7318569790749323,13
|
15 |
+
0.14468725185609807,0.0077798006205035556,0.15246705317312043,9.589184355291485e-05,0.6857688703707286,14
|
16 |
+
0.13714359271324286,0.007297524402317943,0.14444111668541607,9.524611127067768e-05,0.7348876801275072,15
|
17 |
+
0.14128684559784366,0.007528817303489241,0.14881566293158774,9.455577588320898e-05,0.7037858111961257,16
|
18 |
+
0.14676086848738504,0.008365135735932127,0.15512600440089985,9.382151866819098e-05,0.7287882915919736,17
|
19 |
+
0.14349832541525026,0.007958462832121989,0.15145678854005484,9.304406424884699e-05,0.7374555709816161,18
|
20 |
+
0.13742094693210838,0.007241344459533776,0.14466229123247545,9.222417987882565e-05,0.7405693233013153,19
|
21 |
+
0.14225807331376156,0.007533238686379151,0.14979131176731006,9.136267468501436e-05,0.6703168629207299,20
|
22 |
+
0.1342902015158012,0.006932728128681369,0.14122292963461688,9.046039886902862e-05,0.7213677572352546,21
|
23 |
+
0.13287031953617678,0.007087247096275711,0.1399575669928796,8.951824286816573e-05,0.7367737502569244,22
|
24 |
+
0.13198181498522138,0.006959485095638866,0.13894129994898866,8.853713647665068e-05,0.7150879204273224,23
|
25 |
+
0.13465816321346047,0.00743211961895922,0.1420902832079742,8.751804792804146e-05,0.7515574853335109,24
|
26 |
+
0.1360623843252322,0.007282256848891766,0.1433446411737951,8.646198293969951e-05,0.7476871194584029,25
|
27 |
+
0.12663567604991677,0.006320700481518219,0.1329563767728159,8.536998372026805e-05,0.7530910997163682,26
|
28 |
+
0.12961806483187918,0.006794247854537841,0.13641231281861746,8.4243127941138e-05,0.7542165780351275,27
|
29 |
+
0.12867876971508824,0.007170369652610293,0.13584913963736114,8.308252767291642e-05,0.7305513829702422,28
|
30 |
+
0.12953908665705535,0.006735736479204001,0.13627482329805693,8.188932828794705e-05,0.7559324375220707,29
|
31 |
+
0.12970122678131707,0.007119489421326099,0.13682071614147578,8.066470732996619e-05,0.7378781530145605,30
|
32 |
+
0.12662286239828768,0.006647061002125048,0.13326992391277168,7.940987335200905e-05,0.7419248925814543,31
|
33 |
+
0.12617819120654952,0.00679387538009823,0.13297206683263266,7.812606472371394e-05,0.7525833422938982,32
|
34 |
+
0.12408529062055598,0.006625633514459945,0.1307109234654634,7.681454840920088e-05,0.7590085033859525,33
|
35 |
+
0.12437660849027041,0.006462615067507588,0.13083922362091852,7.547661871673105e-05,0.7578072810456866,34
|
36 |
+
0.12508681972148056,0.006664368136533362,0.13175118773502145,7.411359602138067e-05,0.7583115682715461,35
|
37 |
+
0.12469207162910935,0.006529759415714754,0.1312218308869728,7.272682546199037e-05,0.768229039652007,36
|
38 |
+
0.12219320885879172,0.006516661798505186,0.12870987048004306,7.131767561367538e-05,0.7319501400729956,37
|
39 |
+
0.12489959547075175,0.006443512771347022,0.13134310842823174,6.988753713720729e-05,0.7511323761372339,38
|
40 |
+
0.1224418215158969,0.006258730080089201,0.1287005515716507,6.843782140659968e-05,0.7556263584466207,39
|
41 |
+
0.12382223040370618,0.006399869869494716,0.13022210021729524,6.696995911625232e-05,0.7703373935960588,40
|
42 |
+
0.11838673265640345,0.00606150630043325,0.12444823877201916,6.548539886902863e-05,0.7523857637175492,41
|
43 |
+
0.12300129899870878,0.006700270076869003,0.12970156933964982,6.398560574665952e-05,0.7707257597219377,42
|
44 |
+
0.12172340639566971,0.006001280382601807,0.12772468671118473,6.247205986388449e-05,0.7729305518524987,43
|
45 |
+
0.11758854328575781,0.00624719267845217,0.12383573622269145,6.094625490775731e-05,0.7811738110723949,44
|
46 |
+
0.120211600247076,0.005963874506266883,0.12617547469118895,5.940969666355696e-05,0.7725599940334048,45
|
47 |
+
0.11650075616136109,0.006133198304993684,0.12263395439433512,5.786390152875954e-05,0.750664177040259,46
|
48 |
+
w0.11825749429605775,0.006162440289196026,0.12441993458459606,5.631039501653701e-05,0.7533872418460392,47
|
49 |
+
0.12195934784614433,0.006327147572071128,0.12828649578373985,5.475071025025979e-05,0.7852187121198291,48
|
50 |
+
0.12049323690813141,0.006101131155076674,0.1265943680737315,5.318638645048921e-05,0.7618361935019493,49
|
51 |
+
0.12065942846449082,0.006112212011995751,0.1267716406849818,5.1618967415952515e-05,0.7707473351841881,50
|
52 |
+
0.11818339460987155,0.006159933774579463,0.12434332851467833,5.0050000000000004e-05,0.7406059592279167,51
|
53 |
+
0.1136839430210954,0.0061427136497719395,0.1198266563610842,4.848103258404749e-05,0.7775959159646716,52
|
54 |
+
0.1170574985655014,0.005959889721283216,0.12301738814866475,4.69136135495108e-05,0.7455728376905123,53
|
55 |
+
0.11359243137014788,0.006058783740683927,0.1196512150141479,4.5349289749740215e-05,0.7612199872022584,54
|
56 |
+
0.11456335769534784,0.005655554248188427,0.12021891158179375,4.378960498346301e-05,0.7738630051414171,55
|
57 |
+
0.1128968653705834,0.0056427632360508675,0.1185396283991256,4.223609847124047e-05,0.7826926346336093,56
|
58 |
+
0.11246383021780326,0.005935783029039322,0.11839961332116423,4.069030333644306e-05,0.7615476556654487,57
|
59 |
+
0.11349690229879261,0.005906134576465682,0.11940303703738471,3.9153745092242715e-05,0.7843076011964253,58
|
60 |
+
0.10917764700065224,0.00571903900939203,0.1148966860426011,3.7627940136115507e-05,0.7869084406466711,59
|
61 |
+
0.10915582361867872,0.00563612903927395,0.11479195289440074,3.6114394253340505e-05,0.7581528178637936,60
|
62 |
+
0.11197621438462856,0.005637880906365328,0.11761409500982128,3.4614601130971394e-05,0.7857183161235991,61
|
63 |
+
0.1140191043164097,0.0055764506102045,0.11959555486248712,3.31300408837477e-05,0.783854827994392,62
|
64 |
+
0.10966474760723653,0.005784238543293023,0.11544898638533334,3.166217859340035e-05,0.7792131545997801,63
|
65 |
+
0.11046489551242462,0.005748518407186967,0.11621341386041735,3.0212462862792702e-05,0.7903769711653391,64
|
66 |
+
0.10785246501534672,0.005708202244819137,0.11356066706153632,2.8782324386324622e-05,0.7887134552001953,65
|
67 |
+
0.11222723176923849,0.005633521843162276,0.11786075351012629,2.737317453800964e-05,0.7916906554074514,66
|
68 |
+
0.1126073521409331,0.005630581352943923,0.11823793376485507,2.5986403978619313e-05,0.7616751577172961,67
|
69 |
+
0.10780220146233079,0.005443969955549465,0.11324617080390453,2.4623381283268953e-05,0.7913179049889246,68
|
70 |
+
0.11081215082588843,0.005521954377944776,0.1163341048578758,2.3285451590799106e-05,0.7908620472465243,69
|
71 |
+
0.10443413964772628,0.005259155969288053,0.10969329522238613,2.1973935276286073e-05,0.790446183511189,70
|
72 |
+
0.10809625878845905,0.005529887414876751,0.11362614623655033,2.069012664799097e-05,0.7915754907187962,71
|
73 |
+
0.10573295045033687,0.005373069178904959,0.11110601986700532,1.9435292670033817e-05,0.786621569168,72
|
74 |
+
0.10485245346349512,0.005615074757426072,0.11046752828241742,1.8210671712052947e-05,0.7906555980443954,73
|
75 |
+
0.10661174988342544,0.005413396846987097,0.11202514664096347,1.7017472327083596e-05,0.792974190342994,74
|
76 |
+
0.10539318713764687,0.005357556719869628,0.11075074366677952,1.5856872058861997e-05,0.7920153141021729,75
|
77 |
+
0.10817368387502466,0.005527048808947405,0.11370073257824459,1.4730016279731955e-05,0.7907326746554602,76
|
78 |
+
0.1037549073413267,0.004995073115855645,0.10874998062259733,1.3638017060300505e-05,0.793143847158977,77
|
79 |
+
0.10261390269812891,0.005196729209767339,0.10781063187846356,1.2581952071958545e-05,0.7906401320582345,78
|
80 |
+
0.1040373687016762,0.005448894033939867,0.10948626267707955,1.1562863523349333e-05,0.7883952366454261,79
|
81 |
+
0.10440623894923151,0.005080232675592441,0.10948647152485147,1.0581757131834264e-05,0.7949411322673162,80
|
82 |
+
0.10186224569708614,0.005183203211961851,0.10704544916917376,9.639601130971381e-06,0.7934968123833338,81
|
83 |
+
0.10166941187476035,0.005231664430528964,0.10690107640657721,8.737325314985643e-06,0.7997063440935952,82
|
84 |
+
0.10299693729917882,0.0053463281940610945,0.10834326546660251,7.87582012117436e-06,0.7643789642800888,83
|
85 |
+
0.10358152618515963,0.0051588056734657856,0.10874033159455337,7.055935751153009e-06,0.7917513222921462,84
|
86 |
+
0.10665687228326744,0.005333116793206572,0.11198998916115464,6.278481331809014e-06,0.7960859806764693,85
|
87 |
+
0.10371649231614366,0.004962668954434221,0.10867916129655757,5.544224116791029e-06,0.7966974413111096,86
|
88 |
+
0.10464090344596044,0.005200080783040615,0.10984098401951925,4.853888729322334e-06,0.7946395164444333,87
|
89 |
+
0.10234463551623674,0.0054264808551140005,0.10777111637727016,4.208156447085153e-06,0.7990664513338179,88
|
90 |
+
0.10426642059606347,0.005116055342355627,0.10938247604727072,3.6076645298818453e-06,0.7996834878410611,89
|
91 |
+
0.10119577316241075,0.005023174430177899,0.1062189477080174,3.0530055907364384e-06,0.799949179093043,90
|
92 |
+
0.1004523304896166,0.005043859575976391,0.10549618998321436,2.544727011057081e-06,0.8020172651324954,91
|
93 |
+
0.10111058633879753,0.004994979640929355,0.10610556606687395,2.0833304004366995e-06,0.796940178388641,92
|
94 |
+
0.10423941363049093,0.005480018173052408,0.10971943124876184,1.6692711016248832e-06,0.8010032432419913,93
|
95 |
+
0.10264244018974951,0.005176163484713347,0.10781860374714021,1.3029577411595712e-06,0.8012221647160394,94
|
96 |
+
0.1033917520679323,0.004951694643185448,0.10834344657464216,9.847518261019983e-07,0.8024085156974339,95
|
97 |
+
0.10116614190872106,0.00491960388759551,0.10608574581769227,7.149673872728739e-07,0.8008305969692412,96
|
98 |
+
0.1057585326291747,0.0050600838737620175,0.11081861677227048,4.938706693418357e-07,0.7984644905442283,97
|
99 |
+
0.10394902889337918,0.005157111506938071,0.10910614053745055,3.216798680761542e-07,0.8010820980582919,98
|
100 |
+
0.10203193170202654,0.005088127940685336,0.1071200598725828,1.9856491500783562e-07,0.7952885869003478,99
|
101 |
+
0.10394344962922866,0.0051910809124819934,0.10913453036445682,1.2464730973170658e-07,0.7932874411344528,100
|
102 |
+
0.11361898742826645,0.006091693351124176,0.11971068062351248,0.0001,0.7119169350023314,101
|
103 |
+
0.12085806717306881,0.006445029956988443,0.12730309686039465,9.99753526902683e-05,0.7546474057294074,102
|
104 |
+
0.12443908257673016,0.0063687216238602785,0.1308078044804476,9.990143508499217e-05,0.7177310213473098,103
|
105 |
+
0.11516968644944961,0.006022492974488812,0.12119217934665708,9.977832013192385e-05,0.7523174145746798,104
|
106 |
+
0.11645525188769325,0.006606508577821282,0.12306176031292496,9.960612933065818e-05,0.7808796994033314,105
|
107 |
+
0.11620105121095302,0.006326585164882958,0.12252763658761978,9.938503261272713e-05,0.7306183289204325,106
|
108 |
+
0.12196558208788856,0.006346112091191597,0.12831169432081746,9.9115248173898e-05,0.7669726432788939,107
|
109 |
+
0.12174666433011071,0.0065017004282276886,0.128248364722493,9.879704225884044e-05,0.7743265948125294,108
|
110 |
+
0.11710090623737054,0.006019133317092234,0.12312003913319718,9.843072889837513e-05,0.7421746161722002,109
|
111 |
+
0.12066501715762468,0.0064548991319965466,0.12711991599134806,9.801666959956331e-05,0.7780106032178515,110
|
112 |
+
0.11715876146898431,0.006136715192134666,0.1232954765443748,9.755527298894293e-05,0.7476885781756469,111
|
113 |
+
0.11292792646224889,0.006012848346220529,0.1189407747302015,9.704699440926357e-05,0.6894419127658237,112
|
114 |
+
0.11968424293280995,0.006336280265441533,0.1260205232827677,9.649233547011815e-05,0.7711070215418225,113
|
115 |
+
0.11304771933851943,0.005943868762424142,0.11899158798452825,9.589184355291485e-05,0.7390459765280996,114
|
116 |
+
0.11792591298367344,0.006138811690672327,0.12406472482923735,9.524611127067768e-05,0.7099474633023852,115
|
117 |
+
0.11612137327086454,0.005902484297755011,0.12202385726705783,9.455577588320898e-05,0.7732665521048364,116
|
118 |
+
0.11722781395508071,0.006018774700022203,0.12324658871791457,9.382151866819098e-05,0.7706468609117326,117
|
119 |
+
0.11204771268165718,0.005834419647294839,0.11788213221450984,9.304406424884699e-05,0.7601026069550287,118
|
120 |
+
0.1159062075749629,0.0060208221771859555,0.12192703008988483,9.222417987882565e-05,0.7716849112794513,119
|
121 |
+
0.11880899822644594,0.006258119366626323,0.12506711781866806,9.136267468501436e-05,0.7817176172421092,120
|
122 |
+
0.11349923226792934,0.00587774656113174,0.11937697846337227,9.046039886902862e-05,0.7768079496565319,121
|
123 |
+
0.11483937670282052,0.00580789135028424,0.1206472682119426,8.951824286816573e-05,0.7800988565598216,122
|
124 |
+
0.11208166813446303,0.005765472350991989,0.11784714026808066,8.853713647665068e-05,0.7607554559196744,123
|
125 |
+
0.1131926913045894,0.006047239174571751,0.11923993090535961,8.751804792804146e-05,0.7725689567270733,124
|
126 |
+
0.11359916198051583,0.0061046683787247214,0.11970383088804235,8.646198293969951e-05,0.78956467126097,125
|
127 |
+
0.11153612736254762,0.005727700764802679,0.11726382810433032,8.536998372026805e-05,0.7833568141573951,126
|
128 |
+
0.11736371928015671,0.005723597094782307,0.12308731601484078,8.4243127941138e-05,0.7427126142595496,127
|
129 |
+
0.11180261063710445,0.0058350730406207234,0.11763768310600754,8.308252767291642e-05,0.7693485901469276,128
|
130 |
+
0.11168000354605206,0.005664628282213047,0.1173446317345409,8.188932828794705e-05,0.7864574314582915,129
|
131 |
+
0.11171719886488833,0.005588563991444828,0.11730576291848711,8.066470732996619e-05,0.7694144692449343,130
|
132 |
+
0.11081577694348696,0.005676365874794517,0.11649214289030113,7.940987335200905e-05,0.7800030637355078,131
|
133 |
+
0.11006868121314184,0.005724073091711281,0.11579275416410238,7.812606472371394e-05,0.7700505065066474,132
|
134 |
+
0.1126438086315737,0.0057401351823397825,0.11838394432923215,7.681454840920088e-05,0.7925151622011548,133
|
135 |
+
0.10751422347322022,0.005461918723527448,0.11297614213689572,7.547661871673105e-05,0.7737411842459724,134
|
136 |
+
0.10705934372325401,0.005642503518071868,0.11270184743370713,7.411359602138067e-05,0.7783804734547933,135
|
137 |
+
0.11012876909331414,0.0055742112782883775,0.11570298029793857,7.272682546199037e-05,0.7758165087018695,136
|
138 |
+
0.10837816552253766,0.005516125637403884,0.1138942909484866,7.131767561367538e-05,0.7662736251950264,137
|
139 |
+
0.10538958290875969,0.00541682785184854,0.1108064111006462,6.988753713720729e-05,0.7896231718006588,138
|
140 |
+
0.10715234414332331,0.005328903269380499,0.1124812474653209,6.843782140659968e-05,0.7818989980788458,139
|
141 |
+
0.1100039411399324,0.005608782077163437,0.11561272390144693,6.696995911625232e-05,0.7854275270586922,140
|
142 |
+
0.10531780409947628,0.005322918133733868,0.11064072229010237,6.548539886902863e-05,0.7804599858465648,141
|
143 |
+
0.10042104310235062,0.005315615757734194,0.10573665875583718,6.398560574665952e-05,0.7893287049872535,142
|
144 |
+
0.10201108320958197,0.005261499301851385,0.10727258251801049,6.247205986388449e-05,0.8020500764250755,143
|
145 |
+
0.09968315073325809,0.005092328125420211,0.10477547888449357,6.094625490775731e-05,0.7936925504888807,144
|
146 |
+
0.10545992245108395,0.005247891552372715,0.11070781413697253,5.940969666355696e-05,0.7929384616159257,145
|
147 |
+
0.10302473562585432,0.005247941790188079,0.10827267771891955,5.786390152875954e-05,0.7786135247775486,146
|
148 |
+
0.10539318410690221,0.005635189626163324,0.11102837380968918,5.631039501653701e-05,0.798640767733256,147
|
149 |
+
0.10191189299868998,0.00514476063811236,0.10705665343225339,5.475071025025979e-05,0.7963688770929972,148
|
150 |
+
0.10644500841528683,0.005509659964630728,0.11195466802113474,5.318638645048921e-05,0.7696838457403439,149
|
151 |
+
0.10411375188558115,0.005123626297381891,0.10923737817901676,5.1618967415952515e-05,0.7920476219483784,150
|
152 |
+
0.10436410520036342,0.005169794679024798,0.1095338998162477,5.0050000000000004e-05,0.7834586203098297,151
|
153 |
+
0.10620813383220953,0.005259083398640166,0.11146721738459027,4.848103258404749e-05,0.784386837056705,152
|
154 |
+
0.10348754986531317,0.005175030564673582,0.10866258007153279,4.69136135495108e-05,0.7994431888773328,153
|
155 |
+
0.10248357663720341,0.005139233115968415,0.10762281003434443,4.5349289749740215e-05,0.7971181124448776,154
|
156 |
+
0.10081949240743777,0.0052446482931974075,0.10606414027049044,4.378960498346301e-05,0.7882105672643298,155
|
157 |
+
0.10121432771790499,0.004965532393494653,0.10617986012060764,4.223609847124047e-05,0.7976108732677641,156
|
158 |
+
0.09805821395863247,0.004600617779408303,0.10265883167753112,4.069030333644306e-05,0.8016579037620908,157
|
159 |
+
0.10201190487813142,0.0054001583142921665,0.10741206334304002,3.9153745092242715e-05,0.8060603226934161,158
|
160 |
+
0.09929134010595117,0.004886339740540917,0.10417767945613901,3.7627940136115507e-05,0.8020516392730531,159
|
161 |
+
0.09902929855605304,0.004863741264203669,0.10389303971650236,3.6114394253340505e-05,0.800526422049318,160
|
162 |
+
0.10097714871336512,0.005073593630150255,0.10605074227445543,3.4614601130971394e-05,0.7844268197105044,161
|
163 |
+
0.10161493457643325,0.0050354777887268885,0.10665041233523417,3.31300408837477e-05,0.7759900504634494,162
|
164 |
+
0.0978938337773253,0.004994160572322096,0.10288799432037914,3.166217859340035e-05,0.8068860769271851,163
|
165 |
+
0.10096709169236953,0.005432242223411525,0.10639933399898184,3.0212462862792702e-05,0.8007072189024517,164
|
166 |
+
0.1010048783431619,0.004936642342675898,0.10594152079337397,2.8782324386324622e-05,0.8052257263944262,165
|
167 |
+
0.09975592295328777,0.004994013740702159,0.10474993694720969,2.737317453800964e-05,0.801970953742663,166
|
168 |
+
0.0982948942373028,0.004954094926189989,0.10324898933581377,2.5986403978619313e-05,0.8050852375371116,167
|
169 |
+
0.0954184205518604,0.0048074314660474255,0.10022585198156915,2.4623381283268953e-05,0.8016627218042102,168
|
170 |
+
0.09538827407158028,0.004721752465913062,0.10011002701302033,2.3285451590799106e-05,0.8099092067707152,169
|
171 |
+
0.09718613873767314,0.004691131367107412,0.10187727019274975,2.1973935276286073e-05,0.8088412582874298,170
|
172 |
+
0.0922419954154451,0.004800266255742981,0.09704226161758442,2.069012664799097e-05,0.8116224975813002,171
|
173 |
+
0.09425071740554551,0.004704107948063247,0.098954825562104,1.9435292670033817e-05,0.8122893437033608,172
|
174 |
+
0.09430881038223957,0.00453868034752191,0.09884749091951187,1.8210671712052947e-05,0.8130679918187005,173
|
175 |
+
0.09482186662275238,0.0046679408228324755,0.09948980740908175,1.7017472327083596e-05,0.8069064780360177,174
|
176 |
+
0.09403877036046174,0.004835026661962755,0.09887379706747788,1.5856872058861997e-05,0.8094498607374373,175
|
177 |
+
0.09516417980194092,0.004765334133634944,0.09992951430422438,1.4730016279731955e-05,0.8059600563276381,176
|
178 |
+
0.09619558800411764,0.004810868535522308,0.10100645664553184,1.3638017060300505e-05,0.813473771015803,177
|
179 |
+
0.09199743621093405,0.004632350487343831,0.09662978643667226,1.2581952071958545e-05,0.810612712587629,178
|
180 |
+
0.09032203854814087,0.004297854904332698,0.09461989354784206,1.1562863523349333e-05,0.8114659190177917,179
|
181 |
+
0.09607883429123183,0.00460794083688587,0.10068677504689007,1.0581757131834264e-05,0.8135377275092261,180
|
182 |
+
0.09368969087546829,0.00464458943056574,0.09833428013206875,9.639601130971381e-06,0.8133759200572968,181
|
183 |
+
0.09085591465739881,0.0044397613017867175,0.09529567583553535,8.737325314985643e-06,0.8099587857723236,182
|
184 |
+
0.0920261787829426,0.004668799106302635,0.09669497794350662,7.87582012117436e-06,0.8152980279354822,183
|
185 |
+
0.09442737749067404,0.0044952405525876555,0.09892261817546213,7.055935751153009e-06,0.8041101630244937,184
|
186 |
+
0.09149056134250878,0.0044591884325405765,0.09594974954123214,6.278481331809014e-06,0.804200407295,185
|
187 |
+
0.09598141167796938,0.004618012353315513,0.10059942427159703,5.544224116791029e-06,0.81434889066787,186
|
188 |
+
0.09146013738071851,0.004303421973813809,0.09576355971101314,4.853888729322334e-06,0.8135073809396653,187
|
189 |
+
0.09428455903705231,0.004778104122119067,0.09906266311888641,4.208156447085153e-06,0.8135202143873487,188
|
190 |
+
0.08971470964830475,0.004459667607870921,0.09417437730451762,3.6076645298818453e-06,0.8111629415126074,189
|
191 |
+
0.09209632705160453,0.004830088463775014,0.096926415181261,3.0530055907364384e-06,0.8130875357559749,190
|
192 |
+
0.09222602709538519,0.004622257061731491,0.09684828398380912,2.544727011057081e-06,0.797442682442211,191
|
193 |
+
0.09624079526480982,0.004717567031887375,0.10095836230590519,2.0833304004366995e-06,0.8121839917841411,192
|
194 |
+
0.09042768054089304,0.004402243424375347,0.09482992406787172,1.6692711016248832e-06,0.8128584389175687,193
|
195 |
+
0.09193468969420525,0.004411496412427307,0.09634618654762958,1.3029577411595712e-06,0.8134113138630277,194
|
196 |
+
0.09551936994164677,0.0046555774032676295,0.10017494728925538,9.847518261019983e-07,0.8118754355680375,195
|
197 |
+
0.09418800658425369,0.004535661583949186,0.09872366829991004,7.149673872728739e-07,0.8166780358269101,196
|
198 |
+
0.08988611408546146,0.004480293048230015,0.09436640694821621,4.938706693418357e-07,0.8159571226154055,197
|
199 |
+
0.09502073600467316,0.0046460679794745885,0.09966680410681135,3.216798680761542e-07,0.8151593336037227,198
|
200 |
+
0.09299658179956641,0.004406050000356847,0.09740263187868448,1.9856491500783562e-07,0.8055955199968248,199
|
201 |
+
0.09563386709676625,0.004554541378366198,0.10018840813114818,1.2464730973170658e-07,0.8131678473381769,200
|
202 |
+
0.10838479914907682,0.005546615743486074,0.11393141472912104,0.0001,0.7529131424214158,201
|
203 |
+
0.10626785835977327,0.005495961775903269,0.11176382022052161,9.99753526902683e-05,0.7627554330087843,202
|
204 |
+
0.10747086766075953,0.005339959334440024,0.11281082680248945,9.990143508499217e-05,0.779792308097794,203
|
205 |
+
0.11366776355915824,0.005941576342490412,0.11960934043604102,9.977832013192385e-05,0.7793328655617577,204
|
206 |
+
0.10746037252878739,0.005368874575363967,0.1128292472264861,9.960612933065818e-05,0.7909039117041088,205
|
207 |
+
0.10510665346673653,0.005359524133217937,0.11046617764369243,9.938503261272713e-05,0.8003795870712825,206
|
208 |
+
0.1053319469010089,0.00554455021438373,0.11087649696543392,9.9115248173898e-05,0.7913100084378606,207
|
209 |
+
0.1061154307618653,0.005558610133468937,0.11167404080851603,9.879704225884044e-05,0.7818664262692133,208
|
210 |
+
0.10289142966943945,0.005018769045515607,0.10791019910136185,9.843072889837513e-05,0.8031613748698008,209
|
211 |
+
0.10168469389953182,0.005385225908409825,0.10706991996973922,9.801666959956331e-05,0.8087981712250483,210
|
212 |
+
0.10862595550084518,0.005622141781436689,0.11424809763744725,9.755527298894293e-05,0.772018299038921,211
|
213 |
+
0.10607630755268248,0.0053085673343598065,0.11138487502006487,9.704699440926357e-05,0.7734662968487966,212
|
214 |
+
0.10633669431600193,0.0055126699021791166,0.11184936387222366,9.649233547011815e-05,0.7751706771197773,213
|
215 |
+
0.10379488050600903,0.005189497169504458,0.10898437774029829,9.589184355291485e-05,0.7902183362415859,214
|
216 |
+
0.10407029908929168,0.005020323570056076,0.1090906224513458,9.524611127067768e-05,0.7797448897645587,215
|
217 |
+
0.11291405407048888,0.0053833264257038,0.11829738064253398,9.455577588320898e-05,0.7743332797572726,216
|
218 |
+
0.10429589324078317,0.005266296916699173,0.1095621899864768,9.382151866819098e-05,0.7921001818918046,217
|
219 |
+
0.10339864936925597,0.005250869342191724,0.10864951867757544,9.304406424884699e-05,0.774812733133634,218
|
220 |
+
0.10574136615472998,0.005256554820524834,0.11099792088745004,9.222417987882565e-05,0.7914100949253354,219
|
221 |
+
0.1033935304415428,0.005366436873712592,0.10875996732610767,9.136267468501436e-05,0.807360942874636,220
|
222 |
+
0.09797361509948127,0.004987879040306381,0.10296149386650762,9.046039886902862e-05,0.7842361735446113,221
|
223 |
+
0.10150884807446582,0.005300104464496365,0.1068089528398662,8.951824286816573e-05,0.7977570848805564,222
|
224 |
+
0.10127095415093805,0.005289369182184991,0.10656032332424391,8.853713647665068e-05,0.7892307128225055,223
|
225 |
+
0.10231424960712929,0.005077191119116473,0.10739144087258705,8.751804792804146e-05,0.7911596482708341,224
|
226 |
+
0.1017340435146612,0.004936612691627658,0.1066706563309256,8.646198293969951e-05,0.7845813688777742,225
|
227 |
+
0.09990864722742199,0.005031897034298755,0.10494054405618522,8.536998372026805e-05,0.7830366382286662,226
|
228 |
+
0.10160769513771359,0.004941860313519394,0.10654955510955072,8.4243127941138e-05,0.7798033236038118,227
|
229 |
+
0.1027635383067158,0.005104273142316773,0.10786781136977808,8.308252767291642e-05,0.7763458369743257,228
|
230 |
+
0.10165018348370568,0.0051891314356435235,0.10683931500814055,8.188932828794705e-05,0.797242616613706,229
|
231 |
+
0.09865775249772153,0.005054637851551343,0.10371239045582249,8.066470732996619e-05,0.8057417025168737,230
|
232 |
+
0.1002371304452756,0.004916134102619911,0.10515326458308319,7.940987335200905e-05,0.8098872147855305,231
|
233 |
+
0.1002562759959765,0.004991311764102535,0.10524758799685596,7.812606472371394e-05,0.7878850783620562,232
|
234 |
+
0.10063234022108175,0.005548963465630524,0.10618130366007487,7.681454840920088e-05,0.8031633914936156,233
|
235 |
+
0.109093253221889,0.0057219839266811805,0.11481523688482699,7.547661871673105e-05,0.7977724132083711,234
|
236 |
+
0.10250890894798236,0.005091440374897214,0.10760034946987858,7.411359602138067e-05,0.7946894991965521,235
|
237 |
+
0.10124132323399776,0.0049768211505846725,0.10621814429759979,7.272682546199037e-05,0.80169615930035,236
|
238 |
+
0.09685013085435339,0.004915237048901302,0.10176536779703393,7.131767561367538e-05,0.7843586745716277,237
|
239 |
+
0.09397035062649829,0.00495843335033768,0.09892878367823396,6.988753713720729e-05,0.809448493378503,238
|
240 |
+
0.0943315086391686,0.004604763255025771,0.0989362719747643,6.843782140659968e-05,0.7948684550466991,239
|
241 |
+
0.0983621629617982,0.004754234133959132,0.10311639700400627,6.696995911625232e-05,0.7905322774535134,240
|
242 |
+
0.09629361676631001,0.004963689347555451,0.10125730617108655,6.548539886902863e-05,0.7931874841451645,241
|
243 |
+
0.09144825585144388,0.004823278947496566,0.09627153475026963,6.398560574665952e-05,0.8080252366406577,242
|
244 |
+
0.09684758704934417,0.004803651670522799,0.10165123875110836,6.247205986388449e-05,0.8074658165375391,243
|
245 |
+
0.09528080117231034,0.0050384870843467235,0.10031928843950148,6.094625490775731e-05,0.8031570521138963,244
|
246 |
+
0.096352818322047,0.004858332099445627,0.10121115072930263,5.940969666355696e-05,0.7930394638152349,245
|
247 |
+
0.09368552595882093,0.004707911276747867,0.09839343772096149,5.786390152875954e-05,0.8143654763698578,246
|
248 |
+
0.09572207321554928,0.004690822687113163,0.10041289598717865,5.631039501653701e-05,0.8021499216556549,247
|
249 |
+
0.09633324543635051,0.00461831501416078,0.1009515604835614,5.475071025025979e-05,0.8062769018468403,248
|
250 |
+
0.09631472590279444,0.004882752796040458,0.10119747852454078,5.318638645048921e-05,0.8100112286351976,249
|
251 |
+
0.0947961894805822,0.004797842975450669,0.09959403278127228,5.1618967415952515e-05,0.8057319685107186,250
|
252 |
+
0.09377808287992316,0.004465829079844437,0.0982439118400637,5.0050000000000004e-05,0.8041565694979259,251
|
253 |
+
0.09623989176615483,0.004656640506260055,0.10089653285251836,4.848103258404749e-05,0.8062061326844352,252
|
254 |
+
0.09509216998256532,0.004707349706335929,0.09979951975204177,4.69136135495108e-05,0.8034364417904899,253
|
255 |
+
0.09483894621585048,0.0048015638153294975,0.09964050953460615,4.5349289749740215e-05,0.7697854914835521,254
|
256 |
+
0.09145438165987953,0.004596083018518353,0.09605046445872151,4.378960498346301e-05,0.8057029687222981,255
|
257 |
+
0.09223264051696002,0.0045780228631107905,0.09681066371879335,4.223609847124047e-05,0.8098167883498328,256
|
258 |
+
0.09116597566227455,0.004528676358309422,0.09569465185878641,4.069030333644306e-05,0.801216912411508,257
|
259 |
+
0.09590861891622597,0.004804028834132109,0.10071264796674588,3.9153745092242715e-05,0.8051073984021232,258
|
260 |
+
0.09200786062553104,0.004458324709120548,0.09646618543034893,3.7627940136115507e-05,0.815253401086444,259
|
261 |
+
0.09217930749311286,0.004637920198696376,0.09681722772239292,3.6114394253340505e-05,0.8077431115366164,260
|
262 |
+
0.08884351873128428,0.004262426523521337,0.09310594525209255,3.4614601130971394e-05,0.8089702924092611,261
|
263 |
+
0.08955069416660373,0.004505328394210829,0.09405602260077067,3.31300408837477e-05,0.811184382154828,262
|
264 |
+
0.09244081563195267,0.004358362008904312,0.09679917753332079,3.166217859340035e-05,0.8039143333832423,263
|
265 |
+
0.08994012195511726,0.004539995372037556,0.09448011733044338,3.0212462862792702e-05,0.8160658947059086,264
|
266 |
+
0.09005292020948594,0.00442958459679674,0.09448250430494042,2.8782324386324622e-05,0.8044607532875878,265
|
267 |
+
0.09187549857769982,0.004559990233349703,0.09643548893305541,2.737317453800964e-05,0.8097054177806491,266
|
268 |
+
0.09001576530057831,0.004333941579670093,0.09434970682960446,2.5986403978619313e-05,0.8159807650815873,267
|
269 |
+
0.08727193922646302,0.004341849746310157,0.09161378897852816,2.4623381283268953e-05,0.8143369598048074,268
|
270 |
+
0.08789621268288564,0.004268407652951714,0.09216462031511938,2.3285451590799106e-05,0.8207426582063947,269
|
271 |
+
0.08914062094553715,0.0043390157223431826,0.0934796365409416,2.1973935276286073e-05,0.8169970725263868,270
|
272 |
+
0.0879243868218977,0.004294202631762998,0.09221858929021884,2.069012664799097e-05,0.8006978105931055,271
|
273 |
+
0.09036391468371376,0.004391133604705397,0.09475504834268053,1.9435292670033817e-05,0.8157982052791686,272
|
274 |
+
0.08916314914401642,0.004090691966630813,0.09325384127639108,1.8210671712052947e-05,0.8132403705801282,273
|
275 |
+
0.09177442593763104,0.004540031469008743,0.09631445719781569,1.7017472327083596e-05,0.8225437984580085,274
|
276 |
+
0.09052024386023398,0.004549240078980966,0.09506948373285727,1.5856872058861997e-05,0.8153028928098225,275
|
277 |
+
0.08455760364478591,0.004255080424935825,0.08881268402993006,1.4730016279731955e-05,0.8209512176967803,276
|
278 |
+
0.08538061279361531,0.0040564066043128864,0.08943701922725149,1.3638017060300505e-05,0.8214156130949656,277
|
279 |
+
0.09079254616451803,0.004213588369489348,0.09500613463463756,1.2581952071958545e-05,0.8224932210786002,278
|
280 |
+
0.09123533526382878,0.004191110136203131,0.09542644522705321,1.1562863523349333e-05,0.8222598930199941,279
|
281 |
+
0.08635057264802146,0.004037671352178911,0.09038824369173265,1.0581757131834264e-05,0.8241143439497266,280
|
282 |
+
0.08605255716938083,0.00407225764596619,0.09012481476585407,9.639601130971381e-06,0.8132839429946173,281
|
283 |
+
0.0885431662117694,0.004730625064763383,0.09327379145822619,8.737325314985643e-06,0.8219123553662073,282
|
284 |
+
0.08544046023471208,0.004219706054010013,0.08966016624185999,7.87582012117436e-06,0.8257733753749302,283
|
285 |
+
0.08858342729719346,0.0042936377101354195,0.09287706516304259,7.055935751153009e-06,0.8161984909148443,284
|
286 |
+
0.08830192230515561,0.004140044778084256,0.09244196689398275,6.278481331809014e-06,0.8253244700885954,285
|
287 |
+
0.08525392968775862,0.003980784447920261,0.08923471430684887,5.544224116791029e-06,0.8213080763816833,286
|
288 |
+
0.08527237985093715,0.00425828636740992,0.08953066607989833,4.853888729322334e-06,0.8162401559807005,287
|
289 |
+
0.08857298436137916,0.0042303132987055025,0.09280329793270699,4.208156447085153e-06,0.8221084418750945,288
|
290 |
+
0.08827619902831686,0.004388370136809298,0.0926645691427639,3.6076645298818453e-06,0.8236083331562224,289
|
291 |
+
0.08648223088959515,0.004133544526178663,0.09061577525726483,3.0530055907364384e-06,0.8233600528467269,290
|
292 |
+
0.08757848423079583,0.0041838775485580374,0.09176236173232734,2.544727011057081e-06,0.8253649004868099,291
|
293 |
+
0.08583553497400662,0.004149048351406483,0.08998458298965026,2.0833304004366995e-06,0.8138431126163119,292
|
294 |
+
0.0850169065981935,0.004249473132481167,0.08926637954799468,1.6692711016248832e-06,0.8159824765863872,293
|
295 |
+
0.08528745645857126,0.004183649363346124,0.0894711061807002,1.3029577411595712e-06,0.8241650944664365,294
|
296 |
+
0.08840310741952584,0.004388588501040503,0.09279169596857943,9.847518261019983e-07,0.823213001092275,295
|
297 |
+
0.08393483141721306,0.004135314105252872,0.08807014538196184,7.149673872728739e-07,0.8094314507075718,296
|
298 |
+
0.08757749789178708,0.004217303383998089,0.09179480096041145,4.938706693418357e-07,0.8244714382148924,297
|
299 |
+
0.0843517285282329,0.00402746513902899,0.08837919370771127,3.216798680761542e-07,0.8252284739698682,298
|
300 |
+
0.08816059161040743,0.004264568093451171,0.09242515998371577,1.9856491500783562e-07,0.8135814638364882,299
|
301 |
+
0.08293619634067945,0.003947885614447559,0.08688408225816859,1.2464730973170658e-07,0.8228654492469061,300
|
302 |
+
0.09632371071368287,0.0047663644309376635,0.10109007503774206,0.0001,0.8052711940947033,301
|
303 |
+
0.10088702211272245,0.005045837367553327,0.10593285933557876,9.99753526902683e-05,0.7837860477822167,302
|
304 |
+
0.0975618436511627,0.004841411473442627,0.10240325523214151,9.990143508499217e-05,0.8071102372237614,303
|
305 |
+
0.09715809896167389,0.004930710896690465,0.1020888097920997,9.977832013192385e-05,0.7710270519767489,304
|
306 |
+
0.10152017834496363,0.005001408666882685,0.10652158676651911,9.960612933065818e-05,0.8074204396633875,305
|
307 |
+
0.0976773813619452,0.00503054798165031,0.10270792944619885,9.938503261272713e-05,0.8032835941939127,306
|
308 |
+
0.09525471993085355,0.0047377438761628,0.09999246377561052,9.9115248173898e-05,0.7930788780961718,307
|
309 |
+
0.09707922888340922,0.004958836525536569,0.10203806573977578,9.879704225884044e-05,0.7833755034066382,308
|
310 |
+
0.09968316420323431,0.005150796905736108,0.10483396112245355,9.843072889837513e-05,0.790329097991898,309
|
311 |
+
0.09630423649556219,0.0050447319935491616,0.1013489683279715,9.801666959956331e-05,0.8005560125623431,310
|
312 |
+
0.0978473424911499,0.004671538952740677,0.1025188811923151,9.755527298894293e-05,0.8020467509826025,311
|
313 |
+
0.098892058693083,0.005019409375167899,0.10391146784364166,9.704699440926357e-05,0.8058548179410753,312
|
314 |
+
0.10210028105536423,0.005365460536720252,0.10746574185073039,9.649233547011815e-05,0.777263784692401,313
|
315 |
+
0.09930352437294136,0.0051419493100358605,0.10444547370665491,9.589184355291485e-05,0.8033542718206134,314
|
316 |
+
0.09794633435664205,0.004735842204092355,0.10268217617761617,9.524611127067768e-05,0.7979571393557957,315
|
317 |
+
0.09790702559853677,0.004925152718018488,0.1028321782537436,9.455577588320898e-05,0.8049287647008896,316
|
318 |
+
0.0936475025731965,0.004621501240516239,0.09826900405903995,9.382151866819098e-05,0.8143018228667123,317
|
319 |
+
0.09793133722186761,0.004951119298604712,0.10288245677106124,9.304406424884699e-05,0.8071426685367312,318
|
320 |
+
0.10070364690769863,0.004983517633998335,0.10568716465416601,9.222417987882565e-05,0.8123479442937034,319
|
321 |
+
0.09623081940042097,0.004576547708333402,0.10080736707159355,9.136267468501436e-05,0.8089806089798609,320
|
322 |
+
0.09365290908490197,0.004591439340982486,0.09824434862508949,9.046039886902862e-05,0.8069193160959652,321
|
323 |
+
0.10298113769057107,0.005263587681900205,0.1082447250347353,8.951824286816573e-05,0.7995986143747965,322
|
324 |
+
0.09586750181381312,0.005283203761298525,0.10115070514759775,8.853713647665068e-05,0.8089296661672138,323
|
325 |
+
0.09183595072751664,0.00453979780438414,0.09637574859931644,8.751804792804146e-05,0.8132923288004739,324
|
326 |
+
0.09303032846774086,0.00469690042259803,0.09772722896630481,8.646198293969951e-05,0.8120834898381006,325
|
327 |
+
0.09643218039119311,0.00474371004285354,0.10117589000423076,8.536998372026805e-05,0.8014235276551473,326
|
328 |
+
0.09742570866299215,0.004963543436405812,0.10238925228684635,8.4243127941138e-05,0.8009237639960789,327
|
329 |
+
0.09507973079627517,0.004521841292567472,0.09960157225318884,8.308252767291642e-05,0.8074325252146948,328
|
330 |
+
0.09384475858871547,0.004539561928197279,0.09838432033604148,8.188932828794705e-05,0.7996359446219036,329
|
331 |
+
0.09438389303994044,0.00460608996875784,0.0989899829787723,8.066470732996619e-05,0.7996120843149367,330
|
332 |
+
0.09671954482288683,0.004732656048605545,0.10145220076296962,7.940987335200905e-05,0.806249187815757,331
|
333 |
+
0.09153773319923271,0.004390824034988965,0.09592855738549583,7.812606472371394e-05,0.7964205649637041,332
|
334 |
+
0.0957582448161928,0.004621550428291709,0.10037979546744945,7.681454840920088e-05,0.8067715842099417,333
|
335 |
+
0.09429157891515959,0.0044255214302648,0.09871710044473915,7.547661871673105e-05,0.8168806263378688,334
|
336 |
+
0.09130988451047133,0.004488480014274013,0.09579836488780329,7.411359602138067e-05,0.8133196788174766,335
|
337 |
+
0.09306099690959951,0.004620715128297334,0.09768171196982349,7.272682546199037e-05,0.7930570741494497,336
|
338 |
+
0.09797554096933138,0.004960409784558003,0.10293595071903057,7.131767561367538e-05,0.8149151816254571,337
|
339 |
+
0.09326819208382213,0.00500718653590108,0.09827537862005206,6.988753713720729e-05,0.8126405732972282,338
|
340 |
+
0.09569556261860045,0.004916414292923854,0.10061197723709257,6.843782140659968e-05,0.8154843463784173,339
|
341 |
+
0.08885850071233545,0.004436249746072848,0.09329475035185868,6.696995911625232e-05,0.8176378167810894,340
|
342 |
+
0.08911200398105686,0.004195489219717397,0.09330749328611261,6.548539886902863e-05,0.8160274369376046,341
|
343 |
+
0.09225971752640891,0.0045338928192067305,0.09679361030796153,6.398560574665952e-05,0.8077796080282756,342
|
344 |
+
0.09137563180115263,0.004512816685643889,0.09588844876336512,6.247205986388449e-05,0.8026875342641558,343
|
345 |
+
0.09102574176034012,0.004486209035806337,0.09551195091025977,6.094625490775731e-05,0.8062757452329,344
|
346 |
+
0.09152315868496222,0.004442709758890909,0.09596586838827631,5.940969666355696e-05,0.8133302770909809,345
|
347 |
+
0.08791768079423636,0.004461721569269443,0.09237940246397155,5.786390152875954e-05,0.8054284943001611,346
|
348 |
+
0.08902207572581404,0.004366613753168912,0.09338868943984899,5.631039501653701e-05,0.8116670634065356,347
|
349 |
+
0.09047904021322391,0.004456358528327681,0.09493539865407566,5.475071025025979e-05,0.812545657157898,348
|
350 |
+
0.09207935319781976,0.004577091499593499,0.09665644469823541,5.318638645048921e-05,0.8026416415259952,349
|
351 |
+
0.08900346122892563,0.004475980685658142,0.0934794419524023,5.1618967415952515e-05,0.8164440230244682,350
|
352 |
+
0.08699863273545173,0.0044148095286060595,0.09141344240324645,5.0050000000000004e-05,0.8243965123380933,351
|
353 |
+
0.08793198994997531,0.004212913465144187,0.09214490342695834,4.848103258404749e-05,0.8163735753013974,352
|
354 |
+
0.08480867187855608,0.004095750414940007,0.0889044222079933,4.69136135495108e-05,0.8237989090737843,353
|
355 |
+
0.08861312859475949,0.004159860964239664,0.0927729897495717,4.5349289749740215e-05,0.819426824649175,354
|
356 |
+
0.08641738676081943,0.004224623080312096,0.09064200974074797,4.378960498346301e-05,0.8136750346138364,355
|
357 |
+
0.08699905333545922,0.0042122107467451,0.09121126429004184,4.223609847124047e-05,0.8260129377955482,356
|
358 |
+
0.0879298142120663,0.004321717491569418,0.09225153186395343,4.069030333644306e-05,0.8206073088305337,357
|
359 |
+
0.08816903257100596,0.00423831394934398,0.09240734667680357,3.9153745092242715e-05,0.7993750735407784,358
|
360 |
+
0.0851285460978578,0.004211531279182409,0.08934007725010147,3.7627940136115507e-05,0.8267962662946611,359
|
361 |
+
0.08807477203466124,0.004230851230887686,0.09230562335269599,3.6114394253340505e-05,0.8170422031765893,360
|
362 |
+
0.08833823433030123,0.0043356847984020435,0.09267391889529714,3.4614601130971394e-05,0.8165695326668876,361
|
363 |
+
0.08511266432239512,0.004275585280726059,0.08938824981030098,3.31300408837477e-05,0.8273617014998481,362
|
364 |
+
0.08482361008218453,0.0041347913428257076,0.08895840123295784,3.166217859340035e-05,0.82075982434409,363
|
365 |
+
0.0864710807800293,0.004317195584871254,0.09078827627676692,3.0212462862792702e-05,0.8228732453925269,364
|
366 |
+
0.08502412145420657,0.004034156823434767,0.08905827803379399,2.8782324386324622e-05,0.8214867895557767,365
|
367 |
+
0.08277975266936136,0.004035925093740961,0.08681567777263915,2.737317453800964e-05,0.8218633830547333,366
|
368 |
+
0.08725605543050388,0.004166506960564477,0.09142256240849778,2.5986403978619313e-05,0.8100969401143846,367
|
369 |
+
0.08461095889409383,0.004222453094684745,0.08883341219760267,2.4623381283268953e-05,0.8258234063784281,368
|
370 |
+
0.08675067168844622,0.004288525361861076,0.09103919761413234,2.3285451590799106e-05,0.8062746347416014,369
|
371 |
+
0.08322530749153956,0.00418206189820243,0.08740736935603416,2.1973935276286073e-05,0.8289276900745574,370
|
372 |
+
0.08445143969045521,0.004174015399905206,0.08862545492790513,2.069012664799097e-05,0.828041401647386,371
|
373 |
+
0.08487091663867066,0.004218780418521183,0.08908969675332813,1.9435292670033817e-05,0.8328434491441363,372
|
374 |
+
0.08326627305671994,0.004155672770282937,0.0874219460591758,1.8210671712052947e-05,0.8285151663280669,373
|
375 |
+
0.08310876795127567,0.00402463950699532,0.08713340746649241,1.7017472327083596e-05,0.8329533991359529,374
|
376 |
+
0.08437449985978293,0.0038752864466159273,0.08824978608869563,1.5856872058861997e-05,0.8295429817267826,375
|
377 |
+
0.08736160010267786,0.004183759492733858,0.09154535959458958,1.4730016279731955e-05,0.8290997133368537,376
|
378 |
+
0.08318906214277623,0.004117982359445196,0.08730704425755194,1.3638017060300505e-05,0.8287612753255027,377
|
379 |
+
0.08614327207123493,0.0040432904870972815,0.09018656241018219,1.2581952071958545e-05,0.8284802536169688,378
|
380 |
+
0.08130153660046852,0.003916301496693928,0.08521783795986472,1.1562863523349333e-05,0.8212436877545857,379
|
381 |
+
0.08362754287019288,0.004006801709456443,0.0876343445378845,1.0581757131834264e-05,0.8311999156361535,380
|
382 |
+
0.08413154358244211,0.004132626654013287,0.08826417033955203,9.639601130971381e-06,0.8334193314824786,381
|
383 |
+
0.08231106855101504,0.00391003298214742,0.08622110137284475,8.737325314985643e-06,0.8327648526146298,382
|
384 |
+
0.08091281665920538,0.0038060271756665646,0.08471884384835507,7.87582012117436e-06,0.8309577064854758,383
|
385 |
+
0.08116908800804008,0.004042019774067863,0.0852111074757778,7.055935751153009e-06,0.8305113457498097,384
|
386 |
+
0.08074664766505613,0.003966042780485741,0.08471269052117894,6.278481331809014e-06,0.8339460605666751,385
|
387 |
+
0.08478545906853541,0.00410838064239071,0.0888938399526359,5.544224116791029e-06,0.8322285669190543,386
|
388 |
+
0.08117127687917591,0.004026839028488802,0.08519811572580688,4.853888729322334e-06,0.833831026440575,387
|
389 |
+
0.08487532401489,0.004221694468896136,0.08909701852727744,4.208156447085153e-06,0.8252181339831579,388
|
390 |
+
0.08087662316985049,0.0036905383307086885,0.08456716143478782,3.6076645298818453e-06,0.8331461719104222,389
|
391 |
+
0.0802470354710595,0.003936211502993095,0.08418324688649446,3.0530055907364384e-06,0.8277832936672938,390
|
392 |
+
0.08302050458509369,0.0038619114342211395,0.08688241637990636,2.544727011057081e-06,0.8304479037012372,391
|
393 |
+
0.08278571717483175,0.004005002447845951,0.08679071937998135,2.0833304004366995e-06,0.8243113883904049,392
|
394 |
+
0.08065669078611384,0.003985202618043259,0.08464189334693602,1.6692711016248832e-06,0.8309904578186217,393
|
395 |
+
0.07914709842811196,0.003840756319686218,0.08298785496229506,1.3029577411595712e-06,0.83256805510748,394
|
396 |
+
0.08202817345743126,0.003922129261516571,0.08595030241261768,9.847518261019983e-07,0.8297886309169588,395
|
397 |
+
0.08024565412499811,0.0042924008088509975,0.084538054889289,7.149673872728739e-07,0.8284265853109813,396
|
398 |
+
0.08201027320603192,0.0038855159612461968,0.08589578927152575,4.938706693418357e-07,0.8299792267027355,397
|
399 |
+
0.08153925103656316,0.003967906937061014,0.08550715807425437,3.216798680761542e-07,0.833367869967506,398
|
400 |
+
0.08108721715582293,0.003985082950327272,0.085072300317934,1.9856491500783562e-07,0.832560156072889,399
|
401 |
+
0.08051546515718018,0.0037939149462473238,0.0843093802699935,1.2464730973170658e-07,0.8284290503887903,400
|
402 |
+
0.08857297055465353,0.004490023911476799,0.09306299459126036,0.0001,0.8182516438620431,401
|
403 |
+
0.09134115573376586,0.004434657705708349,0.09577581360094291,9.99753526902683e-05,0.8206924412931714,402
|
404 |
+
0.09533773135330717,0.004549462566912532,0.09988719383833436,9.990143508499217e-05,0.8104677746693293,403
|
405 |
+
0.09714101499083352,0.00483773479459802,0.10197874981552194,9.977832013192385e-05,0.7341096500555674,404
|
406 |
+
0.09699508093171201,0.004713236787067043,0.10170831773324875,9.960612933065818e-05,0.8143571203663236,405
|
407 |
+
0.09373205058318747,0.004777099768825843,0.0985091502362557,9.938503261272713e-05,0.8117015375977471,406
|
408 |
+
0.09237650996547635,0.00467848638993409,0.09705499645932919,9.9115248173898e-05,0.7921937838906333,407
|
409 |
+
0.09033834227060868,0.004483815700231425,0.09482215812145653,9.879704225884044e-05,0.8146815966992151,408
|
410 |
+
0.0910615867140603,0.004612644376150348,0.09567423146954701,9.843072889837513e-05,0.7928585921015058,409
|
411 |
+
0.0889286082343193,0.004461187494742436,0.09338979578792712,9.801666959956331e-05,0.8148983936934244,410
|
412 |
+
0.08981100583480577,0.004501448085565793,0.09431245380033881,9.755527298894293e-05,0.807445106052217,411
|
413 |
+
0.0903644063378458,0.004600172812095449,0.09496457950543549,9.704699440926357e-05,0.8070754721051171,412
|
414 |
+
0.09101035096551065,0.0044663036281590235,0.09547665465812562,9.649233547011815e-05,0.8189795968078432,413
|
415 |
+
0.0892877662922703,0.00449012645545263,0.09377789289011794,9.589184355291485e-05,0.8168981529417492,414
|
416 |
+
0.08978021885715635,0.004416550475759379,0.09419676916158132,9.524611127067768e-05,0.7897855298859733,415
|
417 |
+
0.08940646304922589,0.004371155167490475,0.0937776179131815,9.455577588320898e-05,0.832430511713028,416
|
418 |
+
0.08992190920026963,0.004572938315736098,0.09449484748607975,9.382151866819098e-05,0.8133745314109893,417
|
419 |
+
0.08935291147501455,0.004325246070064394,0.09367815755560237,9.304406424884699e-05,0.8017602378413791,418
|
420 |
+
0.09246404157520013,0.004723782627777549,0.09718782391588567,9.222417987882565e-05,0.8119983062857673,419
|
421 |
+
0.09431034663302751,0.004783157809074484,0.0990935044815648,9.136267468501436e-05,0.8127063001905169,420
|
422 |
+
0.08882047328571815,0.004358108517171889,0.09317858158321367,9.046039886902862e-05,0.8147256246634892,421
|
423 |
+
0.08876263556507348,0.004503636289779939,0.09326627198080559,8.951824286816573e-05,0.8207780172427496,422
|
424 |
+
0.09257869060430149,0.004540106177719384,0.09711879673861178,8.853713647665068e-05,0.8115884108202798,423
|
425 |
+
0.09233338213236318,0.004612698432158068,0.09694608090455922,8.751804792804146e-05,0.811418245945658,424
|
426 |
+
0.09164607962646053,0.004250612977095012,0.09589669266242092,8.646198293969951e-05,0.8121581808442161,425
|
427 |
+
0.0947372260066749,0.00453890097560361,0.09927612707271415,8.536998372026805e-05,0.8012091432298932,426
|
428 |
+
0.0928403758733286,0.004608867467002217,0.09744924327916345,8.4243127941138e-05,0.8164619136424291,427
|
429 |
+
0.09080983252175111,0.004376270415460018,0.09518610324058155,8.308252767291642e-05,0.8084853490193685,428
|
430 |
+
0.08863147874336458,0.004453417090672768,0.09308489592019785,8.188932828794705e-05,0.8000453660885493,429
|
431 |
+
0.09080861752989602,0.0043951456936860275,0.09520376320023322,8.066470732996619e-05,0.8093281650827044,430
|
432 |
+
0.08877401230698925,0.004517198315332249,0.09329121067362317,7.940987335200905e-05,0.8147305377892086,431
|
433 |
+
0.0858640354231926,0.004174444532103437,0.09003847980566618,7.812606472371394e-05,0.808985906697455,432
|
434 |
+
0.08918134943913605,0.004444825325370372,0.09362617463378584,7.681454840920088e-05,0.8199210677828107,433
|
435 |
+
0.08881793251145358,0.004063925864359122,0.09288185816994832,7.547661871673105e-05,0.8126467437971205,434
|
436 |
+
0.08953776669367558,0.004242282495623465,0.09378004915970194,7.411359602138067e-05,0.8204653234708876,435
|
437 |
+
0.08915381276674864,0.004269983670095476,0.09342379625991913,7.272682546199037e-05,0.8135125622862861,436
|
438 |
+
0.09053386099594461,0.004373191895639513,0.09490705303595227,7.131767561367538e-05,0.8081174805050805,437
|
439 |
+
0.08889470396742309,0.0042416074659838475,0.0931363117560155,6.988753713720729e-05,0.8166710762750535,438
|
440 |
+
0.08424378822078812,0.003982912966097563,0.08822670084355914,6.843782140659968e-05,0.8128068589028858,439
|
441 |
+
0.0835821951849986,0.004421177890091229,0.08800337321551169,6.696995911625232e-05,0.8258557035809472,440
|
442 |
+
0.08726999079440273,0.0042713990500446745,0.09154138989788664,6.548539886902863e-05,0.8112825609388805,441
|
443 |
+
0.08505940100567488,0.004101307499011989,0.08916070848955947,6.398560574665952e-05,0.8245306206601006,442
|
444 |
+
0.08409832258008967,0.00432755505977893,0.08842587788815552,6.247205986388449e-05,0.8185543105715797,443
|
445 |
+
0.08470245370757108,0.004025999754095071,0.08872845320630882,6.094625490775731e-05,0.8206547952833629,444
|
446 |
+
0.086665509784289,0.0041357812239514865,0.09080129109407212,5.940969666355696e-05,0.824099675530479,445
|
447 |
+
0.08456185443253167,0.004184111300658561,0.08874596600647026,5.786390152875954e-05,0.824794522353581,446
|
448 |
+
0.08483229922709493,0.004101121637511125,0.08893342082530765,5.631039501653701e-05,0.8159159492878687,447
|
449 |
+
0.08591246167145207,0.004270689864346947,0.09018315164382848,5.475071025025979e-05,0.8067098808962674,448
|
450 |
+
0.08368539035657031,0.004054597223777387,0.08773998747774436,5.318638645048921e-05,0.8041351501430783,449
|
451 |
+
0.08523480602576908,0.004244981348411954,0.08947978751723376,5.1618967415952515e-05,0.8186127770514715,450
|
452 |
+
0.08441336377192352,0.004217975115039159,0.08863133898183788,5.0050000000000004e-05,0.8241726067804155,451
|
453 |
+
0.08424781102918635,0.004267334999709974,0.08851514594618884,4.848103258404749e-05,0.8228323693786349,452
|
454 |
+
0.08145544050777026,0.0037699932173962604,0.08522543381625987,4.69136135495108e-05,0.8159080800556001,453
|
455 |
+
0.08057710444186367,0.004306963896497263,0.08488406832356238,4.5349289749740215e-05,0.8133378497191838,454
|
456 |
+
0.08168093733868356,0.00405360919575991,0.08573454657390629,4.378960498346301e-05,0.832245565596081,455
|
457 |
+
0.08000091678005154,0.003871225977532229,0.0838721427687649,4.223609847124047e-05,0.8306108656383696,456
|
458 |
+
0.08263916080280886,0.003967682148940272,0.0866068428392801,4.069030333644306e-05,0.8280504274935949,457
|
459 |
+
0.08225184140232324,0.003957939429993289,0.08620978083650944,3.9153745092242715e-05,0.8260296583175659,458
|
460 |
+
0.08090472793848501,0.003960473411308738,0.08486520145404136,3.7627940136115507e-05,0.8006183079310826,459
|
461 |
+
0.08354230452392061,0.003932846402275866,0.08747515099196784,3.6114394253340505e-05,0.8187772390388307,460
|
462 |
+
0.08025622468883709,0.0038729849604279393,0.08412920963545303,3.4614601130971394e-05,0.801423484370822,461
|
463 |
+
0.0834045773845608,0.004025558728295889,0.08743013624670141,3.31300408837477e-05,0.8257351184175128,462
|
464 |
+
0.08339069118607516,0.004125056392710529,0.08751574789021312,3.166217859340035e-05,0.8276851184311367,463
|
465 |
+
0.08297210999127835,0.004114674303140018,0.0870867842587374,3.0212462862792702e-05,0.8186222442558834,464
|
466 |
+
0.08000734162195927,0.003999254823791253,0.08400659624087271,2.8782324386324622e-05,0.8249628160681043,465
|
467 |
+
0.07923675661033157,0.0037249755753121353,0.08296173216385694,2.737317453800964e-05,0.8293310744421822,466
|
468 |
+
0.08509755841756271,0.004233918858969605,0.08933147689127653,2.5986403978619313e-05,0.8221112617424556,467
|
469 |
+
0.08132268783062865,0.0037271542106965547,0.08504984159506647,2.4623381283268953e-05,0.8254568250406356,468
|
470 |
+
0.08099485756987232,0.004009344093146403,0.08500420165348188,2.3285451590799106e-05,0.8344621459643046,469
|
471 |
+
0.0825159192758765,0.0038417742168662364,0.08635769362461432,2.1973935276286073e-05,0.8332462708155314,470
|
472 |
+
0.08017024650412091,0.0036349262450926932,0.08380517278308586,2.069012664799097e-05,0.8256766881261554,471
|
473 |
+
0.08129041141035867,0.003908185894228781,0.08519859741426121,1.9435292670033817e-05,0.8279668206260318,472
|
474 |
+
0.07597614176529276,0.0036587569233501004,0.07963489894728876,1.8210671712052947e-05,0.8254684592996325,473
|
475 |
+
0.07940526601284911,0.0038239542473144407,0.08322922028811638,1.7017472327083596e-05,0.8230948561713809,474
|
476 |
+
0.07885133984398707,0.003797202673280285,0.08264854247287168,1.5856872058861997e-05,0.8262252921149844,475
|
477 |
+
0.07624776619302351,0.0036701785346577314,0.07991794492565306,1.4730016279731955e-05,0.8336266151496342,476
|
478 |
+
0.07881796225316107,0.0040415238115823395,0.08285948623624226,1.3638017060300505e-05,0.8286013418719882,477
|
479 |
+
0.07856182627758737,0.0037348604541387683,0.08229668684682603,1.2581952071958545e-05,0.8284093496345338,478
|
480 |
+
0.07641001576084201,0.0035435523363264373,0.07995356780366372,1.1562863523349333e-05,0.833685889130547,479
|
481 |
+
0.07555083063362682,0.0036244375948888898,0.07917526818938174,1.0581757131834264e-05,0.8316280387696766,480
|
482 |
+
0.07722964192514366,0.0037448615667993587,0.08097450368864051,9.639601130971381e-06,0.8369443274679638,481
|
483 |
+
0.08070545075303417,0.003844136939651075,0.08454958773560106,8.737325314985643e-06,0.8289453997498467,482
|
484 |
+
0.07910368031701126,0.003642212899104497,0.08274589325327658,7.87582012117436e-06,0.8259687955890384,483
|
485 |
+
0.07781481608159124,0.0039685772908496335,0.08178339358734882,7.055935751153009e-06,0.8317203706219083,484
|
486 |
+
0.07548468160090474,0.003655965897908413,0.07914064775121077,6.278481331809014e-06,0.8304974422568366,485
|
487 |
+
0.08214097339554695,0.0038881244412149792,0.08602909790088901,5.544224116791029e-06,0.8287176447255271,486
|
488 |
+
0.07533835859621986,0.003554863858366869,0.07889322263036071,4.853888729322334e-06,0.828913946946462,487
|
489 |
+
0.0759047751372817,0.003535553916899414,0.07944032882398132,4.208156447085153e-06,0.8298141090642839,488
|
490 |
+
0.08192444251755536,0.004019712115701099,0.0859441548417517,3.6076645298818453e-06,0.8352342049280802,489
|
491 |
+
0.07322091301955745,0.0033651944688070133,0.076586107612919,3.0530055907364384e-06,0.8319986788999467,490
|
492 |
+
0.07879497169774805,0.003921190349090486,0.08271616207972421,2.544727011057081e-06,0.8342171864850181,491
|
493 |
+
0.07697042300876251,0.0036704372869486167,0.08064086030179497,2.0833304004366995e-06,0.8363224040894282,492
|
494 |
+
0.07482971175242278,0.003456405528405376,0.07828611724794247,1.6692711016248832e-06,0.8317762570721763,493
|
495 |
+
0.07893123128319864,0.003755057192773237,0.08268628838750938,1.3029577411595712e-06,0.8302973225003197,494
|
496 |
+
0.07648045296049387,0.003558670030841025,0.08003912309426708,9.847518261019983e-07,0.8299151729969751,495
|
497 |
+
0.07693464506817403,0.0036755872202713547,0.08061023213306052,7.149673872728739e-07,0.8281585616724831,496
|
498 |
+
0.07431230774033541,0.00338154028355286,0.07769384808669992,4.938706693418357e-07,0.8314163897718702,497
|
499 |
+
0.07720331115237737,0.0037201902446650117,0.08092350148632702,3.216798680761542e-07,0.8337143985998063,498
|
500 |
+
0.08016289358085159,0.0039000779487018996,0.0840629714798961,1.9856491500783562e-07,0.8222957523096175,499
|
501 |
+
0.07937150823194428,0.003872238986173087,0.08324374721548651,1.2464730973170658e-07,0.8320002030758631,500
|
502 |
+
0.08335173534134686,0.004171774519402218,0.08752351019552536,0.0001,0.815709690962519,501
|
503 |
+
0.0899619153663937,0.004285568061467565,0.09424748341158284,9.99753526902683e-05,0.8015696122532799,502
|
504 |
+
0.08520695314568988,0.004436359883517574,0.08964331298645607,9.990143508499217e-05,0.8055364340543747,503
|
505 |
+
0.08918842083990237,0.004376915788954113,0.0935653366127425,9.977832013192385e-05,0.7823385071186792,504
|
506 |
+
0.08926850591002211,0.0043768991142679745,0.09364540533999265,9.960612933065818e-05,0.8110602285180774,505
|
507 |
+
0.0912863137358326,0.0043921666468117425,0.09567848026836659,9.938503261272713e-05,0.8242319652012416,506
|
508 |
+
0.09061981998594468,0.004464464609893986,0.0950842845532517,9.9115248173898e-05,0.7859328772340503,507
|
509 |
+
0.09044071206938749,0.004321716425744396,0.09476242809014468,9.879704225884044e-05,0.8020058387801761,508
|
510 |
+
0.08887781800523316,0.0043304662261616,0.09320828428039443,9.843072889837513e-05,0.8079875955979029,509
|
511 |
+
0.0835531205780762,0.00396377529546429,0.08751689562689786,9.801666959956331e-05,0.6522696180535215,510
|
512 |
+
0.0946677697580413,0.004832495990180342,0.09950026591955605,9.755527298894293e-05,0.8179743928568703,511
|
513 |
+
0.094050738771083,0.004603064693655229,0.09865380331116208,9.704699440926357e-05,0.8153752556868962,512
|
514 |
+
0.09048822640025683,0.0044500461319464096,0.09493827255768965,9.649233547011815e-05,0.8181883714028767,513
|
515 |
+
0.085700143191774,0.004295820087499622,0.08999596314115377,9.589184355291485e-05,0.8293564191886357,514
|
516 |
+
0.0878119845848299,0.004069937080984125,0.09188192187266497,9.524611127067768e-05,0.824641520068759,515
|
517 |
+
0.0848852241106626,0.004250771294368989,0.08913599557669485,9.455577588320898e-05,0.8262618829806646,516
|
518 |
+
0.08909789350746715,0.00424409616182132,0.0933419894953232,9.382151866819098e-05,0.8162823078178224,517
|
519 |
+
0.08837848632349132,0.004454502038556378,0.09283298818068315,9.304406424884699e-05,0.8148581612677801,518
|
520 |
+
0.08926581831301673,0.0043260324387916355,0.0935918507560835,9.222417987882565e-05,0.818362961212794,519
|
521 |
+
0.0812856406815308,0.0039865152580179485,0.08527215591258248,9.136267468501436e-05,0.8037306808290028,520
|
522 |
+
0.08553420082997468,0.004082151414039887,0.08961635236602045,9.046039886902862e-05,0.8094184611524854,521
|
523 |
+
0.08225939839573229,0.003944226868330938,0.08620362524679825,8.951824286816573e-05,0.8246145220029921,522
|
524 |
+
0.08418708736613645,0.00421716130633265,0.08840424862116744,8.853713647665068e-05,0.8194056834493365,523
|
525 |
+
0.08315012044152298,0.004338106806100594,0.08748822743441426,8.751804792804146e-05,0.8226818967433203,524
|
526 |
+
0.08902136047007674,0.0045435200340119795,0.09356488022258726,8.646198293969951e-05,0.8148279005572909,525
|
527 |
+
0.08586853708924547,0.00434835079470702,0.09021688800957581,8.536998372026805e-05,0.827159352245785,526
|
528 |
+
0.08368237846988742,0.00427021726072729,0.08795259601441817,8.4243127941138e-05,0.821423861242476,527
|
529 |
+
0.0824885796018913,0.004050891419726629,0.08653947096423241,8.308252767291642e-05,0.8194805028892699,528
|
530 |
+
0.08408013339770043,0.004171791026042511,0.08825192414224148,8.188932828794705e-05,0.8269396154653459,529
|
531 |
+
0.08597606656241552,0.004215424197596382,0.09019149090610655,8.066470732996619e-05,0.8181805823530469,530
|
532 |
+
0.08427776758280178,0.0042332433926081025,0.08851101096866831,7.940987335200905e-05,0.7982882310946783,531
|
533 |
+
0.08348444154707052,0.0041798664967918845,0.08766430826847163,7.812606472371394e-05,0.8257179600851876,532
|
534 |
+
0.08192876469617509,0.004018762154178431,0.08594752643994019,7.681454840920088e-05,0.8103691445929664,533
|
535 |
+
0.0811776562599139,0.0038938890540141003,0.08507154527314975,7.547661871673105e-05,0.821618968532199,534
|
536 |
+
0.0837848735394451,0.004277765581688165,0.08806263882729967,7.411359602138067e-05,0.8271614994321551,535
|
537 |
+
0.08299033217510934,0.004081194439645078,0.08707152656411048,7.272682546199037e-05,0.8190183029288337,536
|
538 |
+
0.08386877263333165,0.004303235218644479,0.0881720077835739,7.131767561367538e-05,0.8120225902114596,537
|
539 |
+
0.08273154901245892,0.0037839937046509615,0.08651554247753768,6.988753713720729e-05,0.8281223192101433,538
|
540 |
+
0.0801514919194798,0.003942410592489618,0.08409390251262713,6.843782140659968e-05,0.825684198311397,539
|
541 |
+
0.08445715836885959,0.004051152428962017,0.08850831063832604,6.696995911625232e-05,0.8188807339895339,540
|
542 |
+
0.08562530097314867,0.004235322875599508,0.08986062372345371,6.548539886902863e-05,0.8149169910521734,541
|
543 |
+
0.08159693890372238,0.003975240143060705,0.0855721789438509,6.398560574665952e-05,0.8292861495699201,542
|
544 |
+
0.08392806612165635,0.0042797234675604956,0.08820778980724893,6.247205986388449e-05,0.8322364382800602,543
|
545 |
+
0.0830144861997184,0.004051801255124089,0.08706628752209372,6.094625490775731e-05,0.8183384629942122,544
|
546 |
+
0.08624992734294827,0.004258890773398581,0.0905088182896544,5.940969666355696e-05,0.8265531318528312,545
|
547 |
+
0.08324356873830159,0.004076724501741368,0.08732029326302183,5.786390152875954e-05,0.8123650117999032,546
|
548 |
+
0.07783386296471634,0.0036909756103351626,0.08152483868817825,5.631039501653701e-05,0.8281192268644061,547
|
549 |
+
0.08466072304774139,0.0038793129967472986,0.08854003595767049,5.475071025025979e-05,0.8201298302128202,548
|
550 |
+
0.08025483593428875,0.0038851151702594075,0.08413995087862351,5.318638645048921e-05,0.8216299890052705,549
|
551 |
+
0.07575760621809016,0.003734107208201441,0.07949171332105742,5.1618967415952515e-05,0.8208240298997789,550
|
552 |
+
0.07973186747502473,0.003811625639794889,0.08354349307042394,5.0050000000000004e-05,0.8267456782715661,551
|
553 |
+
0.0784730133363756,0.0038790635645881526,0.08235207688336992,4.848103258404749e-05,0.8204102984496525,552
|
554 |
+
0.07896147878830043,0.0039183296921589325,0.08287980843145969,4.69136135495108e-05,0.8212631628626869,553
|
555 |
+
0.08008529102734926,0.0036786135158167446,0.08376390459594754,4.5349289749740215e-05,0.8217829629069283,554
|
556 |
+
0.07949397994973566,0.00403240468552978,0.08352638452740038,4.378960498346301e-05,0.8224663954405558,555
|
557 |
+
0.08064759080692874,0.003915422000148792,0.0845630131661892,4.223609847124047e-05,0.8183174303599766,556
|
558 |
+
0.08015649500539747,0.003771272243926628,0.08392776738283998,4.069030333644306e-05,0.8178217687777111,557
|
559 |
+
0.07887830606288156,0.0037199460837521754,0.08259825216932486,3.9153745092242715e-05,0.821913481468246,558
|
560 |
+
0.07942684693525066,0.0037983622678850206,0.08322520883448717,3.7627940136115507e-05,0.8179041949056444,559
|
561 |
+
0.08267880193257736,0.003771871358937568,0.08645067309255654,3.6114394253340505e-05,0.8280791782197499,560
|
562 |
+
0.07830763233583526,0.0037633549628547777,0.08207098704020856,3.4614601130971394e-05,0.8228100680169605,561
|
563 |
+
0.07924552455460285,0.003816710184867583,0.08306223481346321,3.31300408837477e-05,0.8224068865889594,562
|
564 |
+
0.07758526007334392,0.004121364866637251,0.08170662522526448,3.166217859340035e-05,0.8225411758536384,563
|
565 |
+
0.07643698770447639,0.003812350958633752,0.08024933863704824,3.0212462862792702e-05,0.8197163258280072,564
|
566 |
+
0.07767490343858967,0.003714534736535707,0.08138943809784402,2.8782324386324622e-05,0.829179951832408,565
|
567 |
+
0.07873501346609686,0.00386621071848529,0.08260122427748422,2.737317453800964e-05,0.823033481836319,566
|
568 |
+
0.07921913350369297,0.003668742153252933,0.08288787512666425,2.5986403978619313e-05,0.8296931080874943,567
|
569 |
+
0.07720421801852641,0.0037789312497144407,0.08098314936130734,2.4623381283268953e-05,0.8328733160382226,568
|
570 |
+
0.07621742439808818,0.00357746628854992,0.07979489057877306,2.3285451590799106e-05,0.8321967195896876,569
|
571 |
+
0.07418305961425695,0.0034583489878213633,0.07764140873263448,2.1973935276286073e-05,0.8260753317957833,570
|
572 |
+
0.07857854790606741,0.0038422666795750408,0.08242081437196772,2.069012664799097e-05,0.8278879324595133,571
|
573 |
+
0.07605783211982857,0.003518599640291268,0.0795764318525286,1.9435292670033817e-05,0.8264057778176808,572
|
574 |
+
0.07644685715605311,0.003702958081888382,0.0801498152126195,1.8210671712052947e-05,0.8334731374468122,573
|
575 |
+
0.07508748736085191,0.0034210360340565563,0.07850852307710944,1.7017472327083596e-05,0.8341534946646009,574
|
576 |
+
0.0753305093043268,0.0036328850222927768,0.07896339425048922,1.5856872058861997e-05,0.8360417173022315,575
|
577 |
+
0.07680437524439925,0.003896777203459803,0.08070115253623933,1.4730016279731955e-05,0.8357411211445218,576
|
578 |
+
0.07711600819549992,0.0036683587921720186,0.0807843671974826,1.3638017060300505e-05,0.8288683096567789,577
|
579 |
+
0.0735004500480695,0.0034639052206474107,0.07696435518436513,1.2581952071958545e-05,0.8325175515242985,578
|
580 |
+
0.07572544934385914,0.003767826300578739,0.07949327549102617,1.1562863523349333e-05,0.8326484220368522,579
|
581 |
+
0.07811300363917809,0.0037129808244911037,0.08182598444196464,1.0581757131834264e-05,0.8326022142455691,580
|
582 |
+
0.07580997546513875,0.003705710047112099,0.07951568563779195,9.639601130971381e-06,0.8331773032744726,581
|
583 |
+
0.0724202778379796,0.003751426987484161,0.07617170482579261,8.737325314985643e-06,0.8354627376510984,582
|
584 |
+
0.07244237903821266,0.003382927053779006,0.07582530620281643,7.87582012117436e-06,0.83208496371905,583
|
585 |
+
0.07502766349221353,0.00371925265777864,0.07874691631581823,7.055935751153009e-06,0.8322355874947139,584
|
586 |
+
0.07746331974611444,0.003800070985012535,0.08126339054334972,6.278481331809014e-06,0.8372222454774947,585
|
587 |
+
0.07599917071013801,0.0034780752768484866,0.07947724609304282,5.544224116791029e-06,0.8316297041518348,586
|
588 |
+
0.07597224995241326,0.0035603089257417045,0.07953255864565319,4.853888729322334e-06,0.8286523279689607,587
|
589 |
+
0.07338295481299277,0.0036092838944964596,0.07699223878230416,4.208156447085153e-06,0.8320900797843933,588
|
590 |
+
0.0740289290746053,0.0034339984804576023,0.07746292746462728,3.6076645298818453e-06,0.8309244896684375,589
|
591 |
+
0.0736025073434,0.003510515436584046,0.07711302295411374,3.0530055907364384e-06,0.8285435409772963,590
|
592 |
+
0.07105791535081163,0.003476567630850747,0.07453448298034696,2.544727011057081e-06,0.8300992775531042,591
|
593 |
+
0.07466471228895888,0.0036073371680521824,0.07827204952048043,2.0833304004366995e-06,0.8327208870933169,592
|
594 |
+
0.07463602090285996,0.0035753872654648066,0.07821140788748103,1.6692711016248832e-06,0.8295260454927172,593
|
595 |
+
0.07382889352949326,0.0034015420173152777,0.07723043536988355,1.3029577411595712e-06,0.8357769421168736,594
|
596 |
+
0.07663877232600066,0.003527185011465671,0.08016595699019351,9.847518261019983e-07,0.8313170827570415,595
|
597 |
+
0.07566041730891514,0.00361229932691381,0.07927271658502057,7.149673872728739e-07,0.8314899149395171,596
|
598 |
+
0.07044801065477274,0.003429034796357944,0.07387704563216638,4.938706693418357e-07,0.8315346595786867,597
|
599 |
+
0.07251845039216812,0.003274360417433104,0.07579281061130055,3.216798680761542e-07,0.8319064648378462,598
|
600 |
+
0.0732249004692681,0.0033261186917151963,0.07655101926144907,1.9856491500783562e-07,0.8307229564303443,599
|
601 |
+
0.07461900495539951,0.0036447404053109554,0.07826374560636652,1.2464730973170658e-07,0.8285704198337737,600
|