In [2]:
"""
Uses tf.contrib.data module which is in release candidate 1.2.0rc0
Based on:
- PyTorch example from Justin Johnson:
https://gist.github.com/jcjohnson/6e41e8512c17eae5da50aebef3378a4c
- https://gist.github.com/omoindrot/dedc857cdc0e680dfb1be99762990c9c
Required packages: tensorflow (v1.2)
You can install the release candidate 1.2.0rc0 here:
https://www.tensorflow.org/versions/r1.2/install/
Download the weights trained on ImageNet for VGG:
```
wget http://download.tensorflow.org/models/vgg_16_2016_08_28.tar.gz
tar -xvf vgg_16_2016_08_28.tar.gz
rm vgg_16_2016_08_28.tar.gz
```
"""
%matplotlib inline
from matplotlib import pyplot as plt
import argparse
import os
import tensorflow as tf
import tensorflow.contrib.slim as slim
import tensorflow.contrib.slim.nets
from vggnet_utils import *
VGG_MEAN = [123.68, 116.78, 103.94]
print(tf.__version__)
1.2.0-rc1
In [10]:
experiments = [] # list with dict of params for each experiment
lr1s = [5e-5, 1e-3]
lr2s = [1e-6, 1e-7, 1e-5]
dropout_probs = [0.5, 0.4, 0.3]
weight_decays = [5e-4, 1e-4]
# create a dict of experiments
for lr1 in lr1s:
for lr2 in lr2s:
for dp in dropout_probs:
for wd in weight_decays:
experiments.append({'lr1': lr1, 'lr2': lr2, 'dp': dp, 'wd': wd})
print(experiments)
for params_dict in experiments:
print(params_dict)
parser = argparse.ArgumentParser()
parser.add_argument('--train_dir', default='data/train-jpg/')
parser.add_argument('--model_path', default='vgg_16.ckpt', type=str)
parser.add_argument('--batch_size', default=100, type=int) #32
parser.add_argument('--num_workers', default=50, type=int) #4
parser.add_argument('--num_epochs1', default=10, type=int) #10
parser.add_argument('--num_epochs2', default=10, type=int) #10
parser.add_argument('--learning_rate1', default = params_dict['lr1'], type=float) #1e-3
parser.add_argument('--learning_rate2', default = params_dict['lr2'], type=float)
parser.add_argument('--dropout_keep_prob', default = params_dict['dp'], type=float)
parser.add_argument('--weight_decay', default = params_dict['wd'], type=float)
# For accessing args in an ipython notebook
import sys; sys.argv=['']; del sys
args = parser.parse_args()
# Get the list of filenames and corresponding list of labels for training et validation
# train_filenames, train_labels = list_images(args.train_dir)
# val_filenames, val_labels = list_images(args.val_dir)
all_filenames, all_labels = list_images(args.train_dir)
train_filenames, train_labels, val_filenames, val_labels = split_samples(all_filenames, all_labels)
num_classes = 17
# --------------------------------------------------------------------------
# In TensorFlow, you first want to define the computation graph with all the
# necessary operations: loss, training op, accuracy...
# Any tensor created in the `graph.as_default()` scope will be part of `graph`
graph = tf.Graph()
with graph.as_default():
# Standard preprocessing for VGG on ImageNet taken from here:
# https://github.com/tensorflow/models/blob/master/slim/preprocessing/vgg_preprocessing.py
# Also see the VGG paper for more details: https://arxiv.org/pdf/1409.1556.pdf
# Preprocessing (for both training and validation):
# (1) Decode the image from jpg format
# (2) Resize the image so its smaller side is 256 pixels long
def _parse_function(filename, label):
image_string = tf.read_file(filename)
image_decoded = tf.image.decode_jpeg(image_string, channels=3) # (1)
image = tf.cast(image_decoded, tf.float32)
smallest_side = 256.0
height, width = tf.shape(image)[0], tf.shape(image)[1]
height = tf.to_float(height)
width = tf.to_float(width)
scale = tf.cond(tf.greater(height, width),
lambda: smallest_side / width,
lambda: smallest_side / height)
new_height = tf.to_int32(height * scale)
new_width = tf.to_int32(width * scale)
resized_image = tf.image.resize_images(image, [new_height, new_width]) # (2)
return resized_image, label
# Preprocessing (for training)
# (3) Take a random 224x224 crop to the scaled image
# (4) Horizontally flip the image with probability 1/2
# (5) Substract the per color mean `VGG_MEAN`
# Note: we don't normalize the data here, as VGG was trained without normalization
def training_preprocess(image, label):
crop_image = tf.random_crop(image, [224, 224, 3]) # (3)
flip_image = tf.image.random_flip_left_right(crop_image) # (4)
means = tf.reshape(tf.constant(VGG_MEAN), [1, 1, 3])
centered_image = flip_image - means # (5)
return centered_image, label
# Preprocessing (for validation)
# (3) Take a central 224x224 crop to the scaled image
# (4) Substract the per color mean `VGG_MEAN`
# Note: we don't normalize the data here, as VGG was trained without normalization
def val_preprocess(image, label):
crop_image = tf.image.resize_image_with_crop_or_pad(image, 224, 224) # (3)
means = tf.reshape(tf.constant(VGG_MEAN), [1, 1, 3])
centered_image = crop_image - means # (4)
return centered_image, label
# ----------------------------------------------------------------------
# DATASET CREATION using tf.contrib.data.Dataset
# https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/data
# The tf.contrib.data.Dataset framework uses queues in the background to feed in
# data to the model.
# We initialize the dataset with a list of filenames and labels, and then apply
# the preprocessing functions described above.
# Behind the scenes, queues will load the filenames, preprocess them with multiple
# threads and apply the preprocessing in parallel, and then batch the data
# Training dataset
train_filenames = tf.constant(train_filenames)
train_labels = tf.constant(train_labels)
train_dataset = tf.contrib.data.Dataset.from_tensor_slices((train_filenames, train_labels))
train_dataset = train_dataset.map(_parse_function,
num_threads=args.num_workers, output_buffer_size=args.batch_size)
train_dataset = train_dataset.map(training_preprocess,
num_threads=args.num_workers, output_buffer_size=args.batch_size)
train_dataset = train_dataset.shuffle(buffer_size=10000) # don't forget to shuffle
batched_train_dataset = train_dataset.batch(args.batch_size)
# Validation dataset
val_filenames = tf.constant(val_filenames)
val_labels = tf.constant(val_labels)
val_dataset = tf.contrib.data.Dataset.from_tensor_slices((val_filenames, val_labels))
val_dataset = val_dataset.map(_parse_function,
num_threads=args.num_workers, output_buffer_size=args.batch_size)
val_dataset = val_dataset.map(val_preprocess,
num_threads=args.num_workers, output_buffer_size=args.batch_size)
batched_val_dataset = val_dataset.batch(args.batch_size)
print("dataset created")
# Now we define an iterator that can operator on either dataset.
# The iterator can be reinitialized by calling:
# - sess.run(train_init_op) for 1 epoch on the training set
# - sess.run(val_init_op) for 1 epoch on the valiation set
# Once this is done, we don't need to feed any value for images and labels
# as they are automatically pulled out from the iterator queues.
# A reinitializable iterator is defined by its structure. We could use the
# `output_types` and `output_shapes` properties of either `train_dataset`
# or `validation_dataset` here, because they are compatible.
iterator = tf.contrib.data.Iterator.from_structure(batched_train_dataset.output_types,
batched_train_dataset.output_shapes)
images, labels = iterator.get_next()
train_init_op = iterator.make_initializer(batched_train_dataset)
val_init_op = iterator.make_initializer(batched_val_dataset)
# Indicates whether we are in training or in test mode
is_training = tf.placeholder(tf.bool)
# ---------------------------------------------------------------------
# Now that we have set up the data, it's time to set up the model.
# For this example, we'll use VGG-16 pretrained on ImageNet. We will remove the
# last fully connected layer (fc8) and replace it with our own, with an
# output size num_classes=8
# We will first train the last layer for a few epochs.
# Then we will train the entire model on our dataset for a few epochs.
# Get the pretrained model, specifying the num_classes argument to create a new
# fully connected replacing the last one, called "vgg_16/fc8"
# Each model has a different architecture, so "vgg_16/fc8" will change in another model.
# Here, logits gives us directly the predicted scores we wanted from the images.
# We pass a scope to initialize "vgg_16/fc8" weights with he_initializer
vgg = tf.contrib.slim.nets.vgg
with slim.arg_scope(vgg.vgg_arg_scope(weight_decay=args.weight_decay)):
logits, _ = vgg.vgg_16(images, num_classes=num_classes, is_training=is_training,
dropout_keep_prob=args.dropout_keep_prob)
# note: need to normalize differently during validation...
# logits = tf.nn.l2_normalize(logits, dim=0) # tf.layers.batch_normalization(logits) #
logits = tf.sigmoid(logits) # add a sigmoid layer to make scores be 0-1
# Specify where the model checkpoint is (pretrained weights).
model_path = args.model_path
assert(os.path.isfile(model_path))
# Restore only the layers up to fc7 (included)
# Calling function `init_fn(sess)` will load all the pretrained weights.
variables_to_restore = tf.contrib.framework.get_variables_to_restore(exclude=['vgg_16/fc8'])
init_fn = tf.contrib.framework.assign_from_checkpoint_fn(model_path, variables_to_restore)
# Initialization operation from scratch for the new "fc8" layers
# `get_variables` will only return the variables whose name starts with the given pattern
fc8_variables = tf.contrib.framework.get_variables('vgg_16/fc8')
fc8_init = tf.variables_initializer(fc8_variables)
# ---------------------------------------------------------------------
# Using tf.losses, any loss is added to the tf.GraphKeys.LOSSES collection
# We can then call the total loss easily
# tf.losses.sparse_softmax_cross_entropy(labels=labels, logits=logits)
tf.losses.softmax_cross_entropy(onehot_labels=labels, logits=logits) # softmax cross entropy loss so can have labels with multiple classes
loss = tf.losses.get_total_loss()
# First we want to train only the reinitialized last layer fc8 for a few epochs.
# We run minimize the loss only with respect to the fc8 variables (weight and bias).
fc8_optimizer = tf.train.GradientDescentOptimizer(args.learning_rate1)
fc8_train_op = fc8_optimizer.minimize(loss, var_list=fc8_variables)
# Then we want to finetune the entire model for a few epochs.
# We run minimize the loss only with respect to all the variables.
full_optimizer = tf.train.GradientDescentOptimizer(args.learning_rate2)
full_train_op = full_optimizer.minimize(loss)
# Evaluation metrics
tf.get_default_graph().finalize()
# --------------------------------------------------------------------------
# Now that we have built the graph and finalized it, we define the session.
# The session is the interface to *run* the computational graph.
# We can call our training operations with `sess.run(train_op)` for instance
with tf.Session(graph=graph) as sess:
init_fn(sess) # load the pretrained weights
sess.run(fc8_init) # initialize the new fc8 layer
# Update only the last layer for a few epochs.
for epoch in range(args.num_epochs1):
# Run an epoch over the training data.
print('Starting epoch %d / %d' % (epoch + 1, args.num_epochs1))
# Here we initialize the iterator with the training set.
# This means that we can go through an entire epoch until the iterator becomes empty.
sess.run(train_init_op)
while True:
try:
_, curr_loss, curr_logits, curr_labels = sess.run([fc8_train_op, loss, logits, labels], {is_training: True})
if curr_loss < 100:
print('Current loss: %f' % curr_loss)
# Check F1 score on logits
threshs = [0.05, 0.1, 0.25, 0.5, 0.75, 0.8, 0.9, 0.95]
F1s = []
for i in range(len(threshs)):
F1s.append(fbeta_score(curr_labels, np.array(curr_logits) > threshs[i], beta=2, average='samples'))
max_i = F1s.index(max(F1s))
print('thresh: %f, max F1: %f' %(threshs[max_i], F1s[max_i]))
else:
print("EXPLODING LOSS")
break
except tf.errors.OutOfRangeError:
break
# Print current loss
print('Current epoch loss: %f' % curr_loss)
# Check F1 score on logits
threshs = [0.05, 0.1, 0.25, 0.5, 0.75, 0.8, 0.9, 0.95]
F1s = []
for i in range(len(threshs)):
F1s.append(fbeta_score(curr_labels, np.array(curr_logits) > threshs[i], beta=2, average='samples'))
max_i = F1s.index(max(F1s))
print('Epoch thresh: %f, max F1: %f' %(threshs[max_i], F1s[max_i]))
# Check accuracy on the train and val sets every epoch.
# train_acc = check_accuracy(sess, correct_prediction, is_training, train_init_op)
# val_acc = check_accuracy(sess, correct_prediction, is_training, val_init_op)
# print('Train accuracy: %f' % train_acc)
# print('Val accuracy: %f\n' % val_acc)
# Train the entire model for a few more epochs, continuing with the *same* weights.
for epoch in range(args.num_epochs2):
print('Starting epoch %d / %d' % (epoch + 1, args.num_epochs1))
sess.run(train_init_op)
while True:
try:
_, curr_loss, curr_logits, curr_labels = sess.run([full_train_op, loss, logits, labels], {is_training: True})
if curr_loss < 100:
print('Current loss: %f' % curr_loss)
# Check F1 score on logits
threshs = [0.5, 0.1, 0.25, 0.5, 0.75, 0.8, 0.9, 0.95]
F1s = []
for i in range(len(threshs)):
F1s.append(fbeta_score(curr_labels, np.array(curr_logits) > threshs[i], beta=2, average='samples'))
max_i = F1s.index(max(F1s))
print('thresh: %f, max F1: %f' %(threshs[max_i], F1s[max_i]))
else:
print("EXPLODING LOSS")
break
except tf.errors.OutOfRangeError:
break
# Print current loss
print('Entire model epoch loss: %f' % curr_loss)
# Check F1 score on logits
threshs = [0.05, 0.1, 0.25, 0.5, 0.75, 0.8, 0.9, 0.95]
F1s = []
for i in range(len(threshs)):
F1s.append(fbeta_score(curr_labels, np.array(curr_logits) > threshs[i], beta=2, average='samples'))
max_i = F1s.index(max(F1s))
print('Entire model epoch thresh: %f, max F1: %f' %(threshs[max_i], F1s[max_i]))
# Check accuracy on the train and val sets every epoch
# train_acc = check_accuracy(sess, correct_prediction, is_training, train_init_op)
# val_acc = check_accuracy(sess, correct_prediction, is_training, val_init_op)
# print('Train accuracy: %f' % train_acc)
# print('Val accuracy: %f\n' % val_acc)
100%|██████████| 40479/40479 [00:00<00:00, 412275.49it/s]
[{'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-06, 'dp': 0.5}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-06, 'dp': 0.5}, {'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-06, 'dp': 0.4}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-06, 'dp': 0.4}, {'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-06, 'dp': 0.3}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-06, 'dp': 0.3}, {'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-07, 'dp': 0.5}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-07, 'dp': 0.5}, {'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-07, 'dp': 0.4}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-07, 'dp': 0.4}, {'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-07, 'dp': 0.3}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-07, 'dp': 0.3}, {'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-05, 'dp': 0.5}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-05, 'dp': 0.5}, {'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-05, 'dp': 0.4}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-05, 'dp': 0.4}, {'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-05, 'dp': 0.3}, {'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-05, 'dp': 0.3}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-06, 'dp': 0.5}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-06, 'dp': 0.5}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-06, 'dp': 0.4}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-06, 'dp': 0.4}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-06, 'dp': 0.3}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-06, 'dp': 0.3}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-07, 'dp': 0.5}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-07, 'dp': 0.5}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-07, 'dp': 0.4}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-07, 'dp': 0.4}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-07, 'dp': 0.3}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-07, 'dp': 0.3}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-05, 'dp': 0.5}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-05, 'dp': 0.5}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-05, 'dp': 0.4}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-05, 'dp': 0.4}, {'lr1': 0.001, 'wd': 0.0005, 'lr2': 1e-05, 'dp': 0.3}, {'lr1': 0.001, 'wd': 0.0001, 'lr2': 1e-05, 'dp': 0.3}]
{'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-06, 'dp': 0.5}
listed
dataset created
INFO:tensorflow:Restoring parameters from vgg_16.ckpt
INFO:tensorflow:Restoring parameters from vgg_16.ckpt
Starting epoch 1 / 10
Current loss: 9.287038
thresh: 0.050000, max F1: 0.479649
Current loss: 8.801819
thresh: 0.050000, max F1: 0.449315
Current loss: 8.790260
thresh: 0.050000, max F1: 0.466801
Current loss: 9.502462
thresh: 0.050000, max F1: 0.484676
Current loss: 8.599808
thresh: 0.050000, max F1: 0.458769
Current loss: 9.013104
thresh: 0.050000, max F1: 0.469613
Current loss: 9.512433
thresh: 0.050000, max F1: 0.479807
Current loss: 9.246086
thresh: 0.050000, max F1: 0.481469
Current loss: 8.470780
thresh: 0.050000, max F1: 0.454534
Current loss: 9.002193
thresh: 0.050000, max F1: 0.465095
Current loss: 8.778718
thresh: 0.050000, max F1: 0.457039
Current loss: 9.415797
thresh: 0.050000, max F1: 0.482372
Current loss: 9.022259
thresh: 0.050000, max F1: 0.464446
Current loss: 9.482093
thresh: 0.050000, max F1: 0.490504
Current loss: 9.217441
thresh: 0.050000, max F1: 0.473030
Current loss: 9.736200
thresh: 0.050000, max F1: 0.495845
Current loss: 8.978197
thresh: 0.050000, max F1: 0.467448
Current loss: 8.725286
thresh: 0.050000, max F1: 0.467618
Current loss: 9.579382
thresh: 0.050000, max F1: 0.484143
Current loss: 8.351133
thresh: 0.050000, max F1: 0.454560
Current loss: 8.996572
thresh: 0.050000, max F1: 0.475814
Current loss: 9.395959
thresh: 0.050000, max F1: 0.485319
Current loss: 9.180911
thresh: 0.050000, max F1: 0.492819
Current loss: 9.345087
thresh: 0.050000, max F1: 0.475013
Current loss: 8.792388
thresh: 0.050000, max F1: 0.467084
Current loss: 8.116771
thresh: 0.050000, max F1: 0.452146
Current loss: 10.029943
thresh: 0.050000, max F1: 0.493619
Current loss: 8.812730
thresh: 0.050000, max F1: 0.473705
Current loss: 8.762743
thresh: 0.050000, max F1: 0.464502
Current loss: 8.982265
thresh: 0.050000, max F1: 0.469518
Current loss: 9.215909
thresh: 0.050000, max F1: 0.473640
Current loss: 9.374868
thresh: 0.050000, max F1: 0.492319
Current loss: 9.196115
thresh: 0.050000, max F1: 0.476394
Current loss: 9.320229
thresh: 0.050000, max F1: 0.486358
Current loss: 9.325538
thresh: 0.050000, max F1: 0.488666
Current loss: 9.064004
thresh: 0.050000, max F1: 0.479762
Current loss: 8.642125
thresh: 0.050000, max F1: 0.469300
Current loss: 9.302258
thresh: 0.050000, max F1: 0.490417
Current loss: 9.012972
thresh: 0.050000, max F1: 0.477216
Current loss: 9.296521
thresh: 0.050000, max F1: 0.487570
Current loss: 8.734682
thresh: 0.050000, max F1: 0.453646
Current loss: 9.472050
thresh: 0.050000, max F1: 0.494675
Current loss: 8.692297
thresh: 0.050000, max F1: 0.467662
Current loss: 9.374520
thresh: 0.050000, max F1: 0.489506
Current loss: 9.006613
thresh: 0.050000, max F1: 0.484644
Current loss: 9.019111
thresh: 0.050000, max F1: 0.478414
Current loss: 9.278018
thresh: 0.050000, max F1: 0.484589
Current loss: 9.042873
thresh: 0.050000, max F1: 0.475899
Current loss: 8.777411
thresh: 0.050000, max F1: 0.472825
Current loss: 9.132358
thresh: 0.050000, max F1: 0.478684
Current loss: 9.081566
thresh: 0.050000, max F1: 0.486857
Current loss: 8.201514
thresh: 0.050000, max F1: 0.456101
Current loss: 8.719078
thresh: 0.050000, max F1: 0.468367
Current loss: 8.154199
thresh: 0.050000, max F1: 0.449833
Current loss: 8.740985
thresh: 0.050000, max F1: 0.463967
Current loss: 8.956373
thresh: 0.050000, max F1: 0.465069
Current loss: 8.748114
thresh: 0.050000, max F1: 0.474882
Current loss: 8.668599
thresh: 0.050000, max F1: 0.473958
Current loss: 9.001201
thresh: 0.050000, max F1: 0.487235
Current loss: 9.296800
thresh: 0.050000, max F1: 0.481242
Current loss: 10.254081
thresh: 0.050000, max F1: 0.523057
Current loss: 8.785488
thresh: 0.050000, max F1: 0.477142
Current loss: 8.760170
thresh: 0.050000, max F1: 0.477243
Current loss: 8.993113
thresh: 0.050000, max F1: 0.484645
Current loss: 9.083998
thresh: 0.050000, max F1: 0.491054
Current loss: 8.378588
thresh: 0.050000, max F1: 0.462762
Current loss: 8.815468
thresh: 0.050000, max F1: 0.478300
Current loss: 8.563898
thresh: 0.050000, max F1: 0.476808
Current loss: 9.544268
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Current loss: 7.924631
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Current loss: 9.133865
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Current loss: 7.745267
thresh: 0.500000, max F1: 0.508875
Current epoch loss: 7.745267
Epoch thresh: 0.500000, max F1: 0.508875
Starting epoch 2 / 10
Current loss: 7.959141
thresh: 0.500000, max F1: 0.532093
Current loss: 8.638817
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Current loss: 8.199517
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Current loss: 8.673526
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Current loss: 8.438105
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Current loss: 8.150343
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Current loss: 8.654531
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Current loss: 8.527133
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Current loss: 8.598588
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Current loss: 8.530233
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Current loss: 7.862678
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Current loss: 7.831897
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Current loss: 8.697431
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Current loss: 7.853811
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Current loss: 8.431384
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Current loss: 7.929314
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Current loss: 8.341686
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Current loss: 7.861576
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Current loss: 8.740793
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Current loss: 8.290441
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Current loss: 8.621954
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Current loss: 8.237169
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Current loss: 8.133417
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Current loss: 8.377148
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Current loss: 8.085820
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Current loss: 7.720104
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Current loss: 7.867456
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Current loss: 7.908311
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Current loss: 8.721882
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Current loss: 7.690161
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Current loss: 8.331204
thresh: 0.750000, max F1: 0.609838
Current epoch loss: 8.331204
Epoch thresh: 0.750000, max F1: 0.609838
Starting epoch 3 / 10
Current loss: 8.071816
thresh: 0.750000, max F1: 0.641637
Current loss: 8.351050
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Current loss: 8.021396
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Current loss: 8.462190
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Current loss: 8.402962
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Current loss: 7.953954
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Current loss: 8.163507
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Current loss: 8.126102
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Current loss: 7.901268
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Current loss: 7.962881
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Current loss: 8.592470
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Current loss: 8.156806
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Current loss: 8.145618
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Current loss: 8.248950
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Current loss: 7.868375
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Current loss: 8.550241
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Current loss: 8.055996
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Current loss: 8.606319
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Current loss: 7.539683
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Current loss: 7.808070
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Current loss: 8.313308
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Current loss: 9.299620
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Current loss: 7.966910
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Current loss: 9.000564
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Current loss: 9.075564
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Current loss: 8.613363
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Current loss: 7.990005
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Current loss: 8.198252
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Current loss: 8.154373
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Current loss: 8.215698
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Current loss: 8.318872
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Current loss: 8.405493
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Current loss: 7.914180
thresh: 0.900000, max F1: 0.631191
Current epoch loss: 7.914180
Epoch thresh: 0.900000, max F1: 0.631191
Starting epoch 4 / 10
Current loss: 7.736172
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Current loss: 8.468720
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Current loss: 8.254973
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Current loss: 7.829196
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Current loss: 8.140342
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Current loss: 9.179640
thresh: 0.750000, max F1: 0.670880
Current epoch loss: 9.179640
Epoch thresh: 0.750000, max F1: 0.670880
Starting epoch 5 / 10
Current loss: 7.579374
thresh: 0.750000, max F1: 0.655870
Current loss: 8.163416
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Current loss: 8.039721
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Current loss: 8.343464
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Current loss: 7.757311
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Current loss: 7.973623
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Current loss: 8.310392
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Current loss: 8.534874
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Current loss: 8.042260
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Current loss: 8.788802
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Current loss: 7.761090
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Current loss: 7.960440
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Current loss: 7.837810
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Current loss: 8.000994
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Current loss: 7.856824
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Current loss: 8.860111
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Current loss: 8.302676
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Current loss: 8.573079
thresh: 0.800000, max F1: 0.663832
Current epoch loss: 8.573079
Epoch thresh: 0.800000, max F1: 0.663832
Starting epoch 6 / 10
Current loss: 8.174683
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Current loss: 8.606242
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Current loss: 8.128748
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Current loss: 7.907125
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Current loss: 7.706701
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Current loss: 8.429508
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Current loss: 8.166129
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Current loss: 8.442885
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Current loss: 8.345478
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Current loss: 8.162135
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Current loss: 7.762030
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Current loss: 8.306537
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Current loss: 7.381831
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Current loss: 8.136005
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Current loss: 8.319906
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Current loss: 7.618167
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Current loss: 7.962807
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Current loss: 8.192364
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Current epoch loss: 8.192364
Epoch thresh: 0.900000, max F1: 0.715290
Starting epoch 7 / 10
Current loss: 7.848371
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Current loss: 7.496229
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Current loss: 7.831321
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Current loss: 7.838807
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Current loss: 8.497912
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Current loss: 8.092031
thresh: 0.900000, max F1: 0.688135
Current epoch loss: 8.092031
Epoch thresh: 0.900000, max F1: 0.688135
Starting epoch 8 / 10
Current loss: 8.650262
thresh: 0.800000, max F1: 0.662813
Current loss: 8.364394
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Current loss: 7.487955
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Current loss: 7.854996
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Current loss: 8.050135
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Current loss: 7.518708
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Current loss: 8.001311
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Current loss: 8.665081
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Current loss: 8.218744
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Current loss: 8.052361
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Current loss: 8.117284
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Current loss: 7.729386
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Current loss: 8.113430
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Current loss: 8.009082
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Current loss: 7.831489
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Current loss: 7.915694
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Current loss: 8.140856
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Current loss: 7.423227
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Current loss: 8.302021
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Current loss: 7.230632
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Current loss: 7.489913
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Current epoch loss: 7.489913
Epoch thresh: 0.950000, max F1: 0.694544
Starting epoch 9 / 10
Current loss: 8.494622
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Current loss: 7.690848
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Current loss: 7.564248
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Current loss: 7.773077
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Current loss: 8.826329
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Current loss: 7.812167
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Current loss: 8.201620
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Current loss: 7.988499
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Current epoch loss: 7.988499
Epoch thresh: 0.900000, max F1: 0.700574
Starting epoch 10 / 10
Current loss: 7.807371
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Current loss: 8.211953
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Current loss: 8.268638
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Current loss: 7.668997
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Current epoch loss: 7.668997
Epoch thresh: 0.950000, max F1: 0.670737
Starting epoch 1 / 10
Current loss: 7.801757
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Current loss: 7.706925
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Current loss: 7.806358
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Current loss: 7.986501
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Current loss: 8.196807
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Current loss: 7.536022
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Current loss: 7.711905
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Current loss: 8.176031
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Current loss: 8.178683
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Current loss: 8.693817
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Current loss: 8.478451
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Current loss: 7.526331
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Current loss: 7.682989
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Current loss: 7.994531
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Current loss: 7.765128
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Current loss: 7.886379
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Current loss: 7.887220
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Current loss: 7.908978
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Current loss: 7.939698
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Current loss: 7.539752
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Current loss: 7.198797
thresh: 0.950000, max F1: 0.635685
Current loss: 8.274247
thresh: 0.950000, max F1: 0.712366
Entire model epoch loss: 8.274247
Entire model epoch thresh: 0.950000, max F1: 0.712366
Starting epoch 2 / 10
Current loss: 8.053886
thresh: 0.900000, max F1: 0.690578
Current loss: 7.784406
thresh: 0.950000, max F1: 0.671725
Current loss: 8.164437
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Current loss: 8.395032
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Current loss: 7.891171
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Current loss: 8.039132
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Current loss: 7.599059
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Current loss: 7.805989
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Current loss: 8.762038
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Current loss: 8.147456
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Current loss: 7.880021
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Current loss: 7.145452
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Current loss: 8.410541
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Current loss: 7.597416
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Current loss: 7.781404
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Current loss: 7.932609
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Current loss: 8.270792
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Current loss: 7.498061
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Current loss: 7.603726
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Current loss: 7.825357
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Current loss: 8.014791
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Current loss: 8.170162
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Current loss: 7.278561
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Current loss: 7.944643
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Current loss: 7.211028
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Current loss: 7.654605
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Current loss: 7.941014
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Current loss: 7.675462
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Current loss: 8.156291
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Current loss: 8.124525
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Current loss: 8.027519
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Current loss: 7.749546
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Current loss: 8.329010
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Current loss: 7.668209
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Current loss: 8.249692
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Current loss: 7.673855
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Current loss: 8.015177
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Current loss: 7.642324
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Current loss: 7.855734
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Current loss: 7.888482
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Current loss: 7.588085
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Current loss: 7.468629
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Current loss: 7.772439
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Current loss: 7.635308
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Current loss: 7.985572
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Current loss: 7.934196
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Current loss: 7.783268
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Current loss: 7.940572
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Current loss: 7.732467
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Current loss: 8.592023
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Current loss: 7.776083
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Current loss: 7.714561
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Current loss: 7.481180
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Current loss: 7.689466
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Current loss: 7.817073
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Current loss: 8.352179
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Current loss: 7.796355
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Current loss: 8.060802
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Current loss: 8.083488
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Current loss: 7.507652
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Current loss: 8.402229
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Current loss: 7.735442
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Current loss: 8.207107
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Current loss: 7.463288
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Current loss: 7.956573
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Current loss: 7.505004
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Current loss: 7.651523
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Current loss: 7.805699
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Current loss: 8.073541
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Current loss: 7.871784
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Current loss: 7.876249
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Current loss: 7.624864
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Current loss: 8.128004
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Current loss: 7.972794
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Current loss: 7.587702
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Current loss: 7.872702
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Current loss: 7.761421
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Current loss: 8.231419
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Current loss: 8.336035
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Current loss: 7.492635
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Current loss: 7.336913
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Current loss: 7.444230
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Current loss: 8.028763
thresh: 0.900000, max F1: 0.674235
Current loss: 7.669607
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Current loss: 7.444045
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Current loss: 8.231845
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Current loss: 8.116258
thresh: 0.900000, max F1: 0.711673
Current loss: 8.424985
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Current loss: 7.563680
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Current loss: 8.316943
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Current loss: 7.359520
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Current loss: 8.324147
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Current loss: 7.847434
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Current loss: 8.230843
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Current loss: 8.006750
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Current loss: 7.974924
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Current loss: 8.193540
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Current loss: 7.173466
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Current loss: 8.240717
thresh: 0.950000, max F1: 0.679707
Current loss: 7.873021
thresh: 0.900000, max F1: 0.699379
Current loss: 8.324553
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Current loss: 7.674568
thresh: 0.950000, max F1: 0.704683
Current loss: 8.440089
thresh: 0.800000, max F1: 0.686522
Current loss: 8.258610
thresh: 0.900000, max F1: 0.684179
Current loss: 8.162919
thresh: 0.800000, max F1: 0.660035
Current loss: 7.751424
thresh: 0.800000, max F1: 0.697122
Current loss: 7.671459
thresh: 0.950000, max F1: 0.695456
Current loss: 7.799942
thresh: 0.900000, max F1: 0.641135
Current loss: 7.852146
thresh: 0.900000, max F1: 0.691914
Current loss: 8.043307
thresh: 0.900000, max F1: 0.682014
Current loss: 7.897856
thresh: 0.950000, max F1: 0.666871
Current loss: 8.022255
thresh: 0.800000, max F1: 0.685065
Current loss: 8.135907
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Current loss: 7.709720
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Current loss: 8.097717
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Current loss: 8.393109
thresh: 0.750000, max F1: 0.661837
Current loss: 8.098272
thresh: 0.900000, max F1: 0.708932
Current loss: 8.066929
thresh: 0.900000, max F1: 0.710125
Current loss: 7.555543
thresh: 0.950000, max F1: 0.658568
Current loss: 7.899121
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Current loss: 8.001864
thresh: 0.950000, max F1: 0.696376
Current loss: 8.210154
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Current loss: 7.467242
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Current loss: 8.047705
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Current loss: 8.133869
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Current loss: 7.883004
thresh: 0.950000, max F1: 0.673253
Current loss: 8.160979
thresh: 0.900000, max F1: 0.683108
Current loss: 7.995964
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Current loss: 7.366315
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Current loss: 8.139395
thresh: 0.950000, max F1: 0.672228
Current loss: 7.842266
thresh: 0.950000, max F1: 0.642042
Current loss: 8.109511
thresh: 0.900000, max F1: 0.684877
Current loss: 7.923702
thresh: 0.950000, max F1: 0.676090
Current loss: 7.286115
thresh: 0.950000, max F1: 0.631480
Current loss: 8.203258
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Current loss: 7.467755
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Current loss: 8.341843
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Current loss: 7.911556
thresh: 0.950000, max F1: 0.709295
Current loss: 7.910050
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Current loss: 8.143100
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Current loss: 7.792104
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Current loss: 8.079628
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Current loss: 8.328400
thresh: 0.900000, max F1: 0.676054
Current loss: 7.685550
thresh: 0.900000, max F1: 0.656997
Current loss: 7.804013
thresh: 0.800000, max F1: 0.690060
Current loss: 7.828109
thresh: 0.950000, max F1: 0.715583
Current loss: 7.677360
thresh: 0.950000, max F1: 0.640656
Current loss: 8.207205
thresh: 0.800000, max F1: 0.680001
Current loss: 8.218627
thresh: 0.900000, max F1: 0.679641
Current loss: 7.851348
thresh: 0.900000, max F1: 0.639965
Current loss: 7.746919
thresh: 0.900000, max F1: 0.687939
Current loss: 8.176464
thresh: 0.950000, max F1: 0.693123
Current loss: 7.743091
thresh: 0.900000, max F1: 0.668496
Current loss: 8.350285
thresh: 0.900000, max F1: 0.661233
Current loss: 7.587137
thresh: 0.900000, max F1: 0.629518
Current loss: 7.371448
thresh: 0.900000, max F1: 0.676310
Current loss: 7.461057
thresh: 0.900000, max F1: 0.665609
Current loss: 7.664767
thresh: 0.950000, max F1: 0.669508
Current loss: 7.876828
thresh: 0.900000, max F1: 0.659671
Current loss: 7.664390
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Current loss: 8.204162
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Current loss: 7.865359
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Current loss: 8.200198
thresh: 0.750000, max F1: 0.662571
Current loss: 8.117482
thresh: 0.950000, max F1: 0.678659
Current loss: 8.115152
thresh: 0.900000, max F1: 0.706638
Current loss: 8.023804
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Current loss: 8.175282
thresh: 0.950000, max F1: 0.709795
Current loss: 8.342654
thresh: 0.900000, max F1: 0.700348
Current loss: 7.378723
thresh: 0.950000, max F1: 0.666129
Current loss: 7.821687
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Current loss: 7.985195
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Current loss: 7.643039
thresh: 0.900000, max F1: 0.670286
Current loss: 8.204076
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Current loss: 7.927360
thresh: 0.950000, max F1: 0.671219
Current loss: 7.519680
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Current loss: 7.892213
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Current loss: 7.767584
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Current loss: 7.725027
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Current loss: 8.490192
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Current loss: 8.326819
thresh: 0.950000, max F1: 0.682925
Current loss: 7.983382
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Current loss: 8.171538
thresh: 0.800000, max F1: 0.667316
Current loss: 7.995890
thresh: 0.900000, max F1: 0.696246
Current loss: 7.929569
thresh: 0.950000, max F1: 0.678163
Current loss: 7.948631
thresh: 0.950000, max F1: 0.683718
Current loss: 8.042293
thresh: 0.800000, max F1: 0.677054
Current loss: 8.077260
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Current loss: 8.001836
thresh: 0.950000, max F1: 0.647354
Current loss: 7.596695
thresh: 0.900000, max F1: 0.686083
Current loss: 8.454843
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Current loss: 8.242206
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Current loss: 7.933280
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Current loss: 7.554285
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Current loss: 7.985054
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Current loss: 7.964516
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Current loss: 7.803224
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Current loss: 8.016293
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Current loss: 7.854644
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Current loss: 7.496138
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Current loss: 7.949163
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Current loss: 8.272548
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Current loss: 7.856963
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Current loss: 7.872446
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Current loss: 8.132144
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Current loss: 7.494089
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Current loss: 8.037646
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Current loss: 8.023083
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Current loss: 7.578931
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Current loss: 7.731285
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Current loss: 8.542787
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Current loss: 8.527929
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Current loss: 8.144308
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Current loss: 7.689321
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Current loss: 8.185956
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Current loss: 7.551978
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Current loss: 7.767925
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Current loss: 7.834417
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Current loss: 7.838864
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Current loss: 8.021592
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Current loss: 7.860597
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Current loss: 7.844130
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Current loss: 7.785818
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Current loss: 8.071287
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Current loss: 7.664447
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Current loss: 8.312824
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Current loss: 8.495077
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Current loss: 7.263562
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Current loss: 7.940740
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Current loss: 7.738518
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Current loss: 8.457938
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Current loss: 8.310019
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Current loss: 8.563109
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Current loss: 8.186507
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Current loss: 7.987604
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Current loss: 7.650605
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Current loss: 8.456089
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Current loss: 7.681029
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Current loss: 8.149012
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Current loss: 8.347230
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Current loss: 7.394001
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Current loss: 8.101679
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Current loss: 7.973036
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Current loss: 7.649685
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Current loss: 8.460786
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Current loss: 8.323824
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Current loss: 8.041845
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Current loss: 7.955115
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Current loss: 8.461425
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Current loss: 7.810622
thresh: 0.950000, max F1: 0.688644
Current loss: 7.226500
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Current loss: 7.769421
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Current loss: 8.322843
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Current loss: 7.888286
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Current loss: 8.303357
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Current loss: 7.798607
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Current loss: 8.833581
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Current loss: 7.871827
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Current loss: 7.988662
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Current loss: 8.143676
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Current loss: 7.745837
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Current loss: 7.893329
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Current loss: 8.048005
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Current loss: 7.953677
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Current loss: 7.736826
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Current loss: 7.702832
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Current loss: 8.022418
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Current loss: 8.064897
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Current loss: 8.200667
thresh: 0.950000, max F1: 0.688608
Current loss: 7.910769
thresh: 0.950000, max F1: 0.704708
Entire model epoch loss: 7.910769
Entire model epoch thresh: 0.950000, max F1: 0.704708
Starting epoch 3 / 10
Current loss: 7.813235
thresh: 0.900000, max F1: 0.688507
Current loss: 8.185024
thresh: 0.800000, max F1: 0.705077
Current loss: 7.514551
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Current loss: 8.431153
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Current loss: 7.728364
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Current loss: 7.526180
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Current loss: 7.709813
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Current loss: 7.768841
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Current loss: 7.805664
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Current loss: 8.449045
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Current loss: 7.452921
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Current loss: 8.009344
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Current loss: 7.951354
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Current loss: 7.535672
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Current loss: 8.025970
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Current loss: 7.272674
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Current loss: 7.824847
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Current loss: 7.429501
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Current loss: 7.996060
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Current loss: 7.525202
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Current loss: 8.116490
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Current loss: 8.040727
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Current loss: 8.146795
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Current loss: 7.771008
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Current loss: 7.726062
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Current loss: 8.257963
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Current loss: 8.078383
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Current loss: 7.981834
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Current loss: 8.308496
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Current loss: 8.065990
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Current loss: 8.463919
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Current loss: 7.979971
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Current loss: 8.104053
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Current loss: 8.053904
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Current loss: 8.476561
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Current loss: 7.804917
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Current loss: 7.830564
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Current loss: 7.740232
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Current loss: 8.051581
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Current loss: 7.630611
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Current loss: 7.619636
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Current loss: 8.057015
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Current loss: 7.875854
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Current loss: 7.524833
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Current loss: 7.531653
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Current loss: 7.551330
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Current loss: 7.733066
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Current loss: 8.034775
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Current loss: 8.241241
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Current loss: 7.816688
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Current loss: 8.028862
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Current loss: 7.964631
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Current loss: 8.266876
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Current loss: 8.284410
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Current loss: 7.936225
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Current loss: 7.516215
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Current loss: 8.190880
thresh: 0.900000, max F1: 0.683174
Current loss: 6.820289
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Current loss: 7.402170
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Current loss: 7.927759
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Current loss: 7.792942
thresh: 0.950000, max F1: 0.703024
Current loss: 8.269811
thresh: 0.800000, max F1: 0.658642
Current loss: 7.737549
thresh: 0.950000, max F1: 0.674610
Current loss: 7.874524
thresh: 0.950000, max F1: 0.709296
Current loss: 7.531874
thresh: 0.950000, max F1: 0.675116
Current loss: 7.674488
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Current loss: 7.746847
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Current loss: 7.553186
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Current loss: 7.743139
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Current loss: 8.030962
thresh: 0.950000, max F1: 0.714028
Current loss: 8.276951
thresh: 0.800000, max F1: 0.673646
Current loss: 7.967098
thresh: 0.900000, max F1: 0.644533
Current loss: 8.265718
thresh: 0.900000, max F1: 0.706194
Current loss: 7.378521
thresh: 0.950000, max F1: 0.656510
Current loss: 8.017141
thresh: 0.900000, max F1: 0.661100
Current loss: 8.113379
thresh: 0.800000, max F1: 0.661608
Current loss: 7.873344
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Current loss: 8.269841
thresh: 0.900000, max F1: 0.710532
Current loss: 8.230339
thresh: 0.900000, max F1: 0.676588
Current loss: 7.492826
thresh: 0.900000, max F1: 0.654395
Current loss: 7.615079
thresh: 0.950000, max F1: 0.679770
Current loss: 8.158143
thresh: 0.900000, max F1: 0.676471
Current loss: 7.558695
thresh: 0.900000, max F1: 0.697708
Current loss: 7.442214
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Current loss: 7.739971
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Current loss: 8.116720
thresh: 0.900000, max F1: 0.677350
Current loss: 8.107416
thresh: 0.900000, max F1: 0.646303
Current loss: 7.761112
thresh: 0.950000, max F1: 0.677646
Current loss: 8.325001
thresh: 0.900000, max F1: 0.686305
Current loss: 7.913123
thresh: 0.900000, max F1: 0.641031
Current loss: 8.276434
thresh: 0.800000, max F1: 0.702807
Current loss: 7.866638
thresh: 0.950000, max F1: 0.664601
Current loss: 7.900193
thresh: 0.950000, max F1: 0.658240
Current loss: 7.856773
thresh: 0.950000, max F1: 0.673561
Current loss: 7.495852
thresh: 0.800000, max F1: 0.656031
Current loss: 7.755155
thresh: 0.900000, max F1: 0.646524
Current loss: 8.288787
thresh: 0.800000, max F1: 0.675918
Current loss: 8.229527
thresh: 0.900000, max F1: 0.691444
Current loss: 7.913126
thresh: 0.800000, max F1: 0.646236
Current loss: 8.193070
thresh: 0.900000, max F1: 0.650292
Current loss: 7.981552
thresh: 0.900000, max F1: 0.677209
Current loss: 7.758505
thresh: 0.900000, max F1: 0.661788
Current loss: 7.926616
thresh: 0.800000, max F1: 0.660513
Current loss: 7.219712
thresh: 0.900000, max F1: 0.686374
Current loss: 7.552649
thresh: 0.950000, max F1: 0.643743
Current loss: 7.839354
thresh: 0.900000, max F1: 0.651822
Current loss: 7.777977
thresh: 0.950000, max F1: 0.682064
Current loss: 8.114237
thresh: 0.950000, max F1: 0.697918
Current loss: 8.107951
thresh: 0.900000, max F1: 0.640706
Current loss: 8.008836
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Current loss: 7.721244
thresh: 0.950000, max F1: 0.705769
Current loss: 7.939110
thresh: 0.950000, max F1: 0.690054
Current loss: 7.674166
thresh: 0.800000, max F1: 0.669171
Current loss: 7.541456
thresh: 0.950000, max F1: 0.644589
Current loss: 8.068115
thresh: 0.900000, max F1: 0.652352
Current loss: 8.102159
thresh: 0.900000, max F1: 0.684105
Current loss: 7.533227
thresh: 0.950000, max F1: 0.666270
Current loss: 7.722516
thresh: 0.900000, max F1: 0.663043
Current loss: 7.853192
thresh: 0.900000, max F1: 0.674257
Current loss: 8.180738
thresh: 0.900000, max F1: 0.671684
Current loss: 7.929416
thresh: 0.800000, max F1: 0.661872
Current loss: 8.158119
thresh: 0.800000, max F1: 0.679492
Current loss: 7.680305
thresh: 0.900000, max F1: 0.694589
Current loss: 8.090865
thresh: 0.950000, max F1: 0.652750
Current loss: 7.461420
thresh: 0.800000, max F1: 0.660999
Current loss: 8.100803
thresh: 0.900000, max F1: 0.670725
Current loss: 7.568123
thresh: 0.900000, max F1: 0.661878
Current loss: 8.036831
thresh: 0.950000, max F1: 0.641252
Current loss: 7.910205
thresh: 0.800000, max F1: 0.649065
Current loss: 7.965717
thresh: 0.900000, max F1: 0.697691
Current loss: 8.067877
thresh: 0.950000, max F1: 0.682854
Current loss: 8.181602
thresh: 0.900000, max F1: 0.681109
Current loss: 7.907498
thresh: 0.950000, max F1: 0.663576
Current loss: 7.732317
thresh: 0.950000, max F1: 0.674996
Current loss: 8.442216
thresh: 0.950000, max F1: 0.673264
Current loss: 8.040239
thresh: 0.900000, max F1: 0.656252
Current loss: 7.721654
thresh: 0.800000, max F1: 0.656424
Current loss: 8.151099
thresh: 0.900000, max F1: 0.656224
Current loss: 7.810632
thresh: 0.950000, max F1: 0.677323
Current loss: 8.092169
thresh: 0.900000, max F1: 0.680384
Current loss: 7.380758
thresh: 0.950000, max F1: 0.644860
Current loss: 7.801422
thresh: 0.900000, max F1: 0.660451
Current loss: 8.683907
thresh: 0.800000, max F1: 0.650998
Current loss: 7.747926
thresh: 0.950000, max F1: 0.677399
Current loss: 8.262256
thresh: 0.900000, max F1: 0.676149
Current loss: 7.567504
thresh: 0.950000, max F1: 0.702772
Current loss: 8.467833
thresh: 0.950000, max F1: 0.688273
Current loss: 8.656116
thresh: 0.750000, max F1: 0.674594
Current loss: 8.118711
thresh: 0.900000, max F1: 0.677655
Current loss: 8.023663
thresh: 0.750000, max F1: 0.676780
Current loss: 8.217069
thresh: 0.950000, max F1: 0.705443
Current loss: 8.308048
thresh: 0.750000, max F1: 0.654753
Current loss: 7.870727
thresh: 0.950000, max F1: 0.696237
Current loss: 8.338109
thresh: 0.750000, max F1: 0.666437
Current loss: 7.550254
thresh: 0.950000, max F1: 0.653226
Current loss: 8.249568
thresh: 0.800000, max F1: 0.689330
Current loss: 7.566069
thresh: 0.950000, max F1: 0.718837
Current loss: 8.323508
thresh: 0.900000, max F1: 0.695408
Current loss: 7.588214
thresh: 0.950000, max F1: 0.663444
Current loss: 7.606887
thresh: 0.900000, max F1: 0.640327
Current loss: 7.990640
thresh: 0.950000, max F1: 0.734033
Current loss: 7.502527
thresh: 0.950000, max F1: 0.713283
Current loss: 7.431316
thresh: 0.800000, max F1: 0.641083
Current loss: 8.127336
thresh: 0.900000, max F1: 0.671498
Current loss: 7.851525
thresh: 0.950000, max F1: 0.675463
Current loss: 8.125530
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Current loss: 7.676558
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Current loss: 8.036774
thresh: 0.950000, max F1: 0.676839
Current loss: 7.744887
thresh: 0.900000, max F1: 0.655388
Current loss: 8.328858
thresh: 0.800000, max F1: 0.681460
Current loss: 7.920667
thresh: 0.750000, max F1: 0.675016
Current loss: 7.821941
thresh: 0.950000, max F1: 0.694191
Current loss: 8.308736
thresh: 0.800000, max F1: 0.658632
Current loss: 8.840107
thresh: 0.750000, max F1: 0.686076
Current loss: 7.818140
thresh: 0.900000, max F1: 0.678865
Current loss: 7.783530
thresh: 0.900000, max F1: 0.662607
Current loss: 7.870890
thresh: 0.900000, max F1: 0.655044
Current loss: 7.719449
thresh: 0.800000, max F1: 0.673698
Current loss: 8.079599
thresh: 0.900000, max F1: 0.724875
Current loss: 7.951180
thresh: 0.900000, max F1: 0.681502
Current loss: 7.258359
thresh: 0.950000, max F1: 0.656770
Current loss: 8.006223
thresh: 0.900000, max F1: 0.668386
Current loss: 7.951336
thresh: 0.900000, max F1: 0.658785
Current loss: 7.720434
thresh: 0.950000, max F1: 0.696184
Current loss: 7.827917
thresh: 0.900000, max F1: 0.659551
Current loss: 7.609368
thresh: 0.900000, max F1: 0.646617
Current loss: 7.928484
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Current loss: 8.003016
thresh: 0.950000, max F1: 0.676340
Current loss: 8.347178
thresh: 0.900000, max F1: 0.704203
Current loss: 8.473158
thresh: 0.900000, max F1: 0.699566
Current loss: 8.151151
thresh: 0.900000, max F1: 0.714206
Current loss: 7.888822
thresh: 0.950000, max F1: 0.696706
Current loss: 7.934992
thresh: 0.950000, max F1: 0.710239
Current loss: 7.988755
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Current loss: 8.345535
thresh: 0.900000, max F1: 0.685900
Current loss: 8.434633
thresh: 0.750000, max F1: 0.656884
Current loss: 7.738303
thresh: 0.950000, max F1: 0.659959
Current loss: 8.197038
thresh: 0.900000, max F1: 0.691501
Current loss: 7.756407
thresh: 0.950000, max F1: 0.660757
Current loss: 7.524019
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Current loss: 7.761451
thresh: 0.900000, max F1: 0.689027
Current loss: 7.891996
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Current loss: 8.174183
thresh: 0.900000, max F1: 0.685173
Current loss: 8.004149
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Current loss: 7.798511
thresh: 0.750000, max F1: 0.633231
Current loss: 7.681883
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Current loss: 8.044618
thresh: 0.750000, max F1: 0.656131
Current loss: 8.700802
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Current loss: 8.116475
thresh: 0.900000, max F1: 0.693586
Current loss: 7.450586
thresh: 0.950000, max F1: 0.667104
Current loss: 8.238830
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Current loss: 8.164241
thresh: 0.900000, max F1: 0.699309
Current loss: 8.251595
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Current loss: 8.454596
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Current loss: 8.159494
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Current loss: 7.949771
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Current loss: 8.207324
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Current loss: 8.244322
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Current loss: 8.217289
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Current loss: 8.083117
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Current loss: 8.208767
thresh: 0.900000, max F1: 0.674952
Current loss: 8.087878
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Current loss: 8.443183
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Current loss: 8.216479
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Current loss: 7.519244
thresh: 0.750000, max F1: 0.649274
Current loss: 7.906251
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Current loss: 7.757682
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Current loss: 8.061188
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Current loss: 7.641299
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Current loss: 7.585730
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Current loss: 8.212092
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Current loss: 7.978238
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Current loss: 8.187889
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Current loss: 7.931495
thresh: 0.950000, max F1: 0.665920
Current loss: 8.327324
thresh: 0.800000, max F1: 0.704213
Current loss: 8.275756
thresh: 0.900000, max F1: 0.712093
Current loss: 8.014551
thresh: 0.900000, max F1: 0.679401
Current loss: 7.659044
thresh: 0.900000, max F1: 0.675467
Current loss: 8.100142
thresh: 0.900000, max F1: 0.698851
Current loss: 7.914502
thresh: 0.900000, max F1: 0.694245
Current loss: 7.228465
thresh: 0.900000, max F1: 0.639383
Current loss: 8.745719
thresh: 0.800000, max F1: 0.679597
Current loss: 8.387665
thresh: 0.900000, max F1: 0.709634
Current loss: 8.027126
thresh: 0.800000, max F1: 0.671007
Current loss: 7.764114
thresh: 0.900000, max F1: 0.663753
Current loss: 7.327412
thresh: 0.950000, max F1: 0.672612
Current loss: 7.486523
thresh: 0.950000, max F1: 0.669315
Current loss: 7.268513
thresh: 0.950000, max F1: 0.676770
Current loss: 7.726199
thresh: 0.800000, max F1: 0.641483
Current loss: 7.312699
thresh: 0.900000, max F1: 0.653383
Current loss: 8.383000
thresh: 0.950000, max F1: 0.684491
Current loss: 7.967792
thresh: 0.900000, max F1: 0.686813
Current loss: 7.908307
thresh: 0.950000, max F1: 0.674319
Current loss: 7.478123
thresh: 0.900000, max F1: 0.638953
Current loss: 7.926544
thresh: 0.900000, max F1: 0.670169
Current loss: 7.893085
thresh: 0.900000, max F1: 0.669472
Current loss: 7.828833
thresh: 0.950000, max F1: 0.678159
Current loss: 8.649028
thresh: 0.800000, max F1: 0.704031
Entire model epoch loss: 8.649028
Entire model epoch thresh: 0.800000, max F1: 0.704031
Starting epoch 4 / 10
Current loss: 7.849629
thresh: 0.800000, max F1: 0.662995
Current loss: 8.902877
thresh: 0.800000, max F1: 0.692258
Current loss: 7.737823
thresh: 0.900000, max F1: 0.690626
Current loss: 7.536308
thresh: 0.900000, max F1: 0.684560
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Current loss: 7.298236
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Current loss: 7.845837
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Current loss: 7.912085
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Current loss: 7.985834
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Current loss: 8.464643
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Current loss: 8.268856
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Current loss: 8.167278
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Current loss: 7.531375
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Current loss: 7.740438
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Current loss: 8.367188
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Current loss: 7.429748
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Current loss: 8.385715
thresh: 0.950000, max F1: 0.696605
Current loss: 8.050736
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Current loss: 7.913476
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Current loss: 7.978601
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Current loss: 7.970746
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Current loss: 7.572141
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Current loss: 7.789978
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Current loss: 7.566257
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Current loss: 8.401409
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Current loss: 7.870171
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Current loss: 8.036881
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Current loss: 7.692158
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Current loss: 8.071538
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Current loss: 7.436509
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Current loss: 7.889129
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Current loss: 7.676910
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Current loss: 8.028004
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Current loss: 7.675138
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Current loss: 8.177158
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Current loss: 7.832966
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Current loss: 7.856262
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Current loss: 7.809971
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Current loss: 7.587926
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Current loss: 7.959366
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Current loss: 7.945604
thresh: 0.900000, max F1: 0.699303
Current loss: 7.554600
thresh: 0.900000, max F1: 0.680863
Current loss: 7.625251
thresh: 0.950000, max F1: 0.626432
Current loss: 7.963806
thresh: 0.900000, max F1: 0.703667
Current loss: 8.775744
thresh: 0.900000, max F1: 0.660843
Current loss: 8.111606
thresh: 0.900000, max F1: 0.675278
Current loss: 8.211405
thresh: 0.900000, max F1: 0.669009
Current loss: 8.163514
thresh: 0.950000, max F1: 0.721956
Current loss: 7.482513
thresh: 0.900000, max F1: 0.666729
Current loss: 7.992634
thresh: 0.800000, max F1: 0.669183
Current loss: 7.584504
thresh: 0.900000, max F1: 0.658361
Current loss: 7.958024
thresh: 0.900000, max F1: 0.699914
Current loss: 8.055051
thresh: 0.950000, max F1: 0.689527
Current loss: 7.898041
thresh: 0.950000, max F1: 0.686336
Current loss: 7.732297
thresh: 0.950000, max F1: 0.681072
Current loss: 8.105603
thresh: 0.950000, max F1: 0.646541
Current loss: 8.304471
thresh: 0.900000, max F1: 0.700599
Current loss: 7.554128
thresh: 0.950000, max F1: 0.680515
Current loss: 7.990936
thresh: 0.800000, max F1: 0.663824
Current loss: 7.664937
thresh: 0.950000, max F1: 0.684223
Current loss: 7.450306
thresh: 0.900000, max F1: 0.669120
Current loss: 8.079379
thresh: 0.900000, max F1: 0.660686
Current loss: 8.324723
thresh: 0.900000, max F1: 0.711442
Current loss: 7.777424
thresh: 0.900000, max F1: 0.673034
Current loss: 7.728601
thresh: 0.950000, max F1: 0.671721
Current loss: 7.141657
thresh: 0.900000, max F1: 0.640612
Current loss: 8.131298
thresh: 0.950000, max F1: 0.659079
Current loss: 8.381273
thresh: 0.900000, max F1: 0.643535
Current loss: 8.151577
thresh: 0.950000, max F1: 0.664478
Current loss: 7.438033
thresh: 0.950000, max F1: 0.655084
Current loss: 7.583442
thresh: 0.950000, max F1: 0.701294
Current loss: 7.594635
thresh: 0.950000, max F1: 0.671716
Current loss: 7.379331
thresh: 0.950000, max F1: 0.690441
Current loss: 8.019419
thresh: 0.800000, max F1: 0.651405
Current loss: 7.478535
thresh: 0.950000, max F1: 0.688467
Current loss: 7.695024
thresh: 0.900000, max F1: 0.654016
Current loss: 8.166748
thresh: 0.900000, max F1: 0.688628
Current loss: 7.739901
thresh: 0.950000, max F1: 0.701771
Current loss: 8.036580
thresh: 0.900000, max F1: 0.684143
Current loss: 8.458622
thresh: 0.900000, max F1: 0.686744
Current loss: 8.058914
thresh: 0.900000, max F1: 0.692568
Current loss: 8.193076
thresh: 0.900000, max F1: 0.673961
Current loss: 8.126708
thresh: 0.900000, max F1: 0.687407
Current loss: 8.343187
thresh: 0.900000, max F1: 0.699799
Current loss: 8.220524
thresh: 0.800000, max F1: 0.692645
Current loss: 8.336366
thresh: 0.800000, max F1: 0.686469
Current loss: 8.018076
thresh: 0.900000, max F1: 0.695581
Current loss: 7.971542
thresh: 0.950000, max F1: 0.707953
Current loss: 8.155705
thresh: 0.900000, max F1: 0.685326
Current loss: 7.920515
thresh: 0.800000, max F1: 0.676139
Current loss: 7.673623
thresh: 0.950000, max F1: 0.689032
Current loss: 7.835240
thresh: 0.900000, max F1: 0.685639
Current loss: 7.667615
thresh: 0.950000, max F1: 0.675276
Current loss: 7.922543
thresh: 0.950000, max F1: 0.728214
Current loss: 8.061236
thresh: 0.900000, max F1: 0.678962
Current loss: 7.897059
thresh: 0.900000, max F1: 0.665631
Current loss: 8.141431
thresh: 0.800000, max F1: 0.662240
Current loss: 7.996531
thresh: 0.950000, max F1: 0.683894
Current loss: 8.094221
thresh: 0.900000, max F1: 0.667785
Current loss: 7.556483
thresh: 0.950000, max F1: 0.660810
Current loss: 7.856019
thresh: 0.900000, max F1: 0.671787
Current loss: 7.791966
thresh: 0.900000, max F1: 0.674621
Current loss: 8.023322
thresh: 0.900000, max F1: 0.666135
Current loss: 7.789834
thresh: 0.950000, max F1: 0.672467
Current loss: 7.718537
thresh: 0.900000, max F1: 0.668359
Current loss: 7.720979
thresh: 0.950000, max F1: 0.665452
Current loss: 7.913069
thresh: 0.950000, max F1: 0.659836
Current loss: 7.202039
thresh: 0.900000, max F1: 0.636243
Current loss: 7.689850
thresh: 0.900000, max F1: 0.696855
Current loss: 7.953678
thresh: 0.950000, max F1: 0.687931
Current loss: 7.813927
thresh: 0.950000, max F1: 0.686336
Current loss: 7.883920
thresh: 0.950000, max F1: 0.664401
Current loss: 8.155567
thresh: 0.950000, max F1: 0.665367
Current loss: 7.706392
thresh: 0.950000, max F1: 0.687124
Current loss: 8.699977
thresh: 0.800000, max F1: 0.696229
Current loss: 8.241014
thresh: 0.750000, max F1: 0.674009
Current loss: 7.777269
thresh: 0.900000, max F1: 0.678769
Current loss: 7.832828
thresh: 0.950000, max F1: 0.692811
Current loss: 7.587682
thresh: 0.900000, max F1: 0.680921
Current loss: 8.029303
thresh: 0.950000, max F1: 0.638838
Current loss: 8.231839
thresh: 0.900000, max F1: 0.695003
Current loss: 8.192267
thresh: 0.900000, max F1: 0.686793
Current loss: 8.062220
thresh: 0.950000, max F1: 0.662889
Current loss: 7.942847
thresh: 0.800000, max F1: 0.687790
Current loss: 8.056371
thresh: 0.950000, max F1: 0.721296
Current loss: 8.268645
thresh: 0.900000, max F1: 0.682522
Current loss: 7.895463
thresh: 0.950000, max F1: 0.670848
Current loss: 8.358425
thresh: 0.900000, max F1: 0.671148
Current loss: 7.667877
thresh: 0.900000, max F1: 0.673286
Current loss: 7.767643
thresh: 0.900000, max F1: 0.642702
Current loss: 8.305894
thresh: 0.900000, max F1: 0.727812
Current loss: 8.019387
thresh: 0.900000, max F1: 0.674233
Current loss: 8.243030
thresh: 0.900000, max F1: 0.718267
Current loss: 8.095680
thresh: 0.900000, max F1: 0.667523
Current loss: 8.087660
thresh: 0.900000, max F1: 0.672186
Current loss: 7.892535
thresh: 0.950000, max F1: 0.692256
Current loss: 8.089275
thresh: 0.900000, max F1: 0.673002
Current loss: 8.393155
thresh: 0.900000, max F1: 0.702364
Current loss: 8.117641
thresh: 0.950000, max F1: 0.712259
Current loss: 7.720541
thresh: 0.900000, max F1: 0.690420
Current loss: 8.201824
thresh: 0.900000, max F1: 0.688615
Current loss: 7.777317
thresh: 0.950000, max F1: 0.691522
Current loss: 8.036031
thresh: 0.750000, max F1: 0.662088
Current loss: 7.857719
thresh: 0.950000, max F1: 0.663136
Current loss: 8.092839
thresh: 0.750000, max F1: 0.657289
Current loss: 8.007536
thresh: 0.900000, max F1: 0.673823
Current loss: 7.677763
thresh: 0.900000, max F1: 0.701046
Current loss: 7.881303
thresh: 0.900000, max F1: 0.700670
Current loss: 8.168407
thresh: 0.900000, max F1: 0.711794
Current loss: 7.657690
thresh: 0.950000, max F1: 0.681162
Current loss: 8.004884
thresh: 0.950000, max F1: 0.656611
Current loss: 7.886227
thresh: 0.900000, max F1: 0.685492
Current loss: 8.080462
thresh: 0.900000, max F1: 0.686971
Current loss: 7.626789
thresh: 0.800000, max F1: 0.648709
Current loss: 8.156695
thresh: 0.900000, max F1: 0.675198
Current loss: 7.945897
thresh: 0.900000, max F1: 0.652884
Current loss: 8.112992
thresh: 0.950000, max F1: 0.694604
Current loss: 7.745404
thresh: 0.900000, max F1: 0.682549
Current loss: 7.653603
thresh: 0.900000, max F1: 0.648729
Current loss: 7.965775
thresh: 0.950000, max F1: 0.706091
Current loss: 8.169639
thresh: 0.900000, max F1: 0.682866
Current loss: 7.916032
thresh: 0.900000, max F1: 0.686769
Current loss: 8.436583
thresh: 0.900000, max F1: 0.677188
Current loss: 8.075370
thresh: 0.900000, max F1: 0.707170
Current loss: 8.055879
thresh: 0.950000, max F1: 0.687821
Current loss: 7.991345
thresh: 0.900000, max F1: 0.684844
Current loss: 8.024356
thresh: 0.900000, max F1: 0.668112
Current loss: 7.946308
thresh: 0.900000, max F1: 0.669810
Current loss: 7.791923
thresh: 0.900000, max F1: 0.688525
Current loss: 8.430266
thresh: 0.900000, max F1: 0.684890
Current loss: 8.150863
thresh: 0.900000, max F1: 0.684939
Current loss: 7.346531
thresh: 0.950000, max F1: 0.672460
Current loss: 7.701186
thresh: 0.900000, max F1: 0.649555
Current loss: 8.262733
thresh: 0.900000, max F1: 0.679955
Current loss: 8.196858
thresh: 0.750000, max F1: 0.699983
Current loss: 7.734010
thresh: 0.900000, max F1: 0.661722
Current loss: 8.246027
thresh: 0.800000, max F1: 0.668588
Current loss: 7.814776
thresh: 0.950000, max F1: 0.701795
Current loss: 7.886629
thresh: 0.950000, max F1: 0.673491
Current loss: 8.135877
thresh: 0.950000, max F1: 0.698052
Current loss: 7.688261
thresh: 0.900000, max F1: 0.718996
Current loss: 8.016712
thresh: 0.800000, max F1: 0.669488
Current loss: 6.960327
thresh: 0.800000, max F1: 0.586364
Current loss: 7.471946
thresh: 0.950000, max F1: 0.654186
Current loss: 8.364318
thresh: 0.900000, max F1: 0.709665
Current loss: 8.414210
thresh: 0.800000, max F1: 0.689224
Current loss: 8.510143
thresh: 0.900000, max F1: 0.677710
Current loss: 8.243655
thresh: 0.800000, max F1: 0.658499
Current loss: 8.067570
thresh: 0.950000, max F1: 0.666858
Current loss: 8.332249
thresh: 0.900000, max F1: 0.654816
Current loss: 7.741203
thresh: 0.900000, max F1: 0.655817
Current loss: 7.863426
thresh: 0.950000, max F1: 0.669840
Current loss: 7.845037
thresh: 0.950000, max F1: 0.669128
Current loss: 7.728595
thresh: 0.900000, max F1: 0.667128
Current loss: 7.663482
thresh: 0.900000, max F1: 0.638429
Current loss: 7.502752
thresh: 0.950000, max F1: 0.715986
Current loss: 7.786385
thresh: 0.950000, max F1: 0.677484
Current loss: 8.286459
thresh: 0.800000, max F1: 0.668748
Current loss: 7.771130
thresh: 0.950000, max F1: 0.651333
Current loss: 8.036288
thresh: 0.900000, max F1: 0.718340
Current loss: 7.908497
thresh: 0.800000, max F1: 0.672706
Current loss: 7.854524
thresh: 0.750000, max F1: 0.657746
Current loss: 7.706847
thresh: 0.950000, max F1: 0.658112
Current loss: 8.099265
thresh: 0.900000, max F1: 0.663743
Current loss: 7.921120
thresh: 0.950000, max F1: 0.653673
Entire model epoch loss: 7.921120
Entire model epoch thresh: 0.950000, max F1: 0.653673
Starting epoch 5 / 10
Current loss: 7.986338
thresh: 0.900000, max F1: 0.674178
Current loss: 8.008158
thresh: 0.900000, max F1: 0.680790
Current loss: 7.898101
thresh: 0.950000, max F1: 0.674721
Current loss: 7.762666
thresh: 0.800000, max F1: 0.631309
Current loss: 7.993780
thresh: 0.900000, max F1: 0.686233
Current loss: 8.336664
thresh: 0.800000, max F1: 0.690304
Current loss: 7.466644
thresh: 0.900000, max F1: 0.664922
Current loss: 7.986350
thresh: 0.900000, max F1: 0.697221
Current loss: 7.572590
thresh: 0.950000, max F1: 0.679113
Current loss: 8.244078
thresh: 0.900000, max F1: 0.693201
Current loss: 7.917179
thresh: 0.750000, max F1: 0.681413
Current loss: 7.928276
thresh: 0.900000, max F1: 0.701716
Current loss: 7.946687
thresh: 0.950000, max F1: 0.677647
Current loss: 8.300155
thresh: 0.900000, max F1: 0.710779
Current loss: 7.632236
thresh: 0.950000, max F1: 0.668121
Current loss: 7.694106
thresh: 0.900000, max F1: 0.650793
Current loss: 8.053541
thresh: 0.950000, max F1: 0.680747
Current loss: 7.579833
thresh: 0.950000, max F1: 0.678386
Current loss: 7.529580
thresh: 0.950000, max F1: 0.633838
Current loss: 7.619071
thresh: 0.950000, max F1: 0.660605
Current loss: 8.005663
thresh: 0.900000, max F1: 0.673827
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Current loss: 8.195599
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Current loss: 8.088304
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Current loss: 7.808974
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Current loss: 8.158396
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Current loss: 8.013479
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Current loss: 8.172120
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Current loss: 7.723189
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Current loss: 7.810367
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Current loss: 8.120173
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Current loss: 7.631805
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Current loss: 8.076293
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Current loss: 7.825092
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Current loss: 7.692019
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Current loss: 8.040284
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Current loss: 8.079006
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Current loss: 7.769690
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Current loss: 7.688090
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Current loss: 8.500375
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Current loss: 8.400960
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Current loss: 7.420825
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Current loss: 8.601853
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Current loss: 8.321205
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Current loss: 8.040920
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Current loss: 8.869978
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Current loss: 7.723642
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Current loss: 8.233013
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Current loss: 8.396174
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Current loss: 8.090210
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Current loss: 8.141791
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Current loss: 7.847973
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Current loss: 8.316539
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Current loss: 7.939847
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Current loss: 8.203721
thresh: 0.900000, max F1: 0.660408
Current loss: 7.655194
thresh: 0.950000, max F1: 0.680800
Current loss: 7.624525
thresh: 0.900000, max F1: 0.635657
Current loss: 7.326399
thresh: 0.900000, max F1: 0.659239
Current loss: 7.876351
thresh: 0.900000, max F1: 0.695151
Current loss: 8.333665
thresh: 0.800000, max F1: 0.684271
Current loss: 7.674331
thresh: 0.900000, max F1: 0.677020
Current loss: 7.346806
thresh: 0.950000, max F1: 0.699279
Current loss: 7.924295
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Current loss: 7.630327
thresh: 0.950000, max F1: 0.661713
Current loss: 8.090680
thresh: 0.950000, max F1: 0.703387
Current loss: 7.822260
thresh: 0.900000, max F1: 0.689194
Current loss: 8.249986
thresh: 0.900000, max F1: 0.645219
Current loss: 7.978073
thresh: 0.900000, max F1: 0.702418
Current loss: 7.598387
thresh: 0.950000, max F1: 0.684649
Current loss: 8.034224
thresh: 0.950000, max F1: 0.668462
Current loss: 8.200596
thresh: 0.900000, max F1: 0.687024
Current loss: 7.372387
thresh: 0.900000, max F1: 0.643820
Current loss: 7.859350
thresh: 0.950000, max F1: 0.674786
Current loss: 7.550650
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Current loss: 7.615283
thresh: 0.950000, max F1: 0.654860
Current loss: 7.920808
thresh: 0.950000, max F1: 0.689683
Current loss: 8.062720
thresh: 0.800000, max F1: 0.690432
Current loss: 8.043429
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Current loss: 8.000443
thresh: 0.950000, max F1: 0.682886
Current loss: 8.137775
thresh: 0.900000, max F1: 0.689949
Current loss: 7.065903
thresh: 0.950000, max F1: 0.674494
Current loss: 8.510014
thresh: 0.950000, max F1: 0.711361
Current loss: 8.278100
thresh: 0.800000, max F1: 0.671396
Current loss: 7.569802
thresh: 0.950000, max F1: 0.668631
Current loss: 7.878529
thresh: 0.900000, max F1: 0.666125
Current loss: 7.724500
thresh: 0.900000, max F1: 0.709924
Current loss: 8.323117
thresh: 0.950000, max F1: 0.677384
Current loss: 7.841170
thresh: 0.950000, max F1: 0.695137
Current loss: 8.066212
thresh: 0.900000, max F1: 0.679475
Current loss: 7.817012
thresh: 0.950000, max F1: 0.653002
Current loss: 7.897646
thresh: 0.950000, max F1: 0.638021
Current loss: 8.143449
thresh: 0.950000, max F1: 0.675475
Current loss: 7.621581
thresh: 0.950000, max F1: 0.708750
Current loss: 7.767924
thresh: 0.950000, max F1: 0.683696
Current loss: 8.468362
thresh: 0.900000, max F1: 0.680360
Current loss: 7.853026
thresh: 0.900000, max F1: 0.685018
Current loss: 8.131673
thresh: 0.900000, max F1: 0.654189
Current loss: 8.281208
thresh: 0.900000, max F1: 0.694000
Current loss: 8.611379
thresh: 0.900000, max F1: 0.689082
Current loss: 7.934208
thresh: 0.950000, max F1: 0.674685
Current loss: 8.521162
thresh: 0.950000, max F1: 0.666900
Current loss: 8.367859
thresh: 0.900000, max F1: 0.671891
Current loss: 7.928686
thresh: 0.900000, max F1: 0.666174
Current loss: 7.411743
thresh: 0.900000, max F1: 0.649659
Current loss: 7.945826
thresh: 0.900000, max F1: 0.658624
Current loss: 8.103846
thresh: 0.900000, max F1: 0.670757
Current loss: 8.411607
thresh: 0.950000, max F1: 0.700174
Current loss: 7.695162
thresh: 0.950000, max F1: 0.713052
Current loss: 8.297997
thresh: 0.900000, max F1: 0.659635
Current loss: 8.025173
thresh: 0.950000, max F1: 0.682864
Current loss: 8.033849
thresh: 0.950000, max F1: 0.670023
Current loss: 7.887336
thresh: 0.900000, max F1: 0.682176
Current loss: 7.841546
thresh: 0.900000, max F1: 0.673440
Current loss: 8.097639
thresh: 0.900000, max F1: 0.698916
Current loss: 8.273074
thresh: 0.750000, max F1: 0.659702
Current loss: 7.448187
thresh: 0.950000, max F1: 0.702926
Current loss: 8.377591
thresh: 0.950000, max F1: 0.714155
Current loss: 8.222272
thresh: 0.950000, max F1: 0.710260
Current loss: 8.016823
thresh: 0.800000, max F1: 0.648652
Current loss: 7.978302
thresh: 0.900000, max F1: 0.680294
Current loss: 8.488469
thresh: 0.800000, max F1: 0.711930
Current loss: 7.636701
thresh: 0.950000, max F1: 0.662225
Current loss: 8.251694
thresh: 0.900000, max F1: 0.692413
Current loss: 8.153876
thresh: 0.900000, max F1: 0.673592
Current loss: 7.474290
thresh: 0.950000, max F1: 0.654999
Current loss: 8.103052
thresh: 0.900000, max F1: 0.672990
Current loss: 8.333899
thresh: 0.800000, max F1: 0.675529
Current loss: 7.663579
thresh: 0.800000, max F1: 0.672029
Current loss: 7.619429
thresh: 0.950000, max F1: 0.704942
Current loss: 7.835915
thresh: 0.900000, max F1: 0.686389
Current loss: 8.180782
thresh: 0.950000, max F1: 0.693914
Current loss: 7.737812
thresh: 0.900000, max F1: 0.633751
Current loss: 8.460080
thresh: 0.950000, max F1: 0.694318
Current loss: 7.733507
thresh: 0.900000, max F1: 0.658493
Current loss: 7.938965
thresh: 0.800000, max F1: 0.668060
Current loss: 7.744420
thresh: 0.950000, max F1: 0.670914
Current loss: 7.347039
thresh: 0.950000, max F1: 0.699949
Current loss: 8.134724
thresh: 0.950000, max F1: 0.673725
Current loss: 7.920298
thresh: 0.900000, max F1: 0.671054
Current loss: 7.532520
thresh: 0.900000, max F1: 0.664908
Current loss: 7.914023
thresh: 0.750000, max F1: 0.639144
Current loss: 7.432629
thresh: 0.950000, max F1: 0.635872
Current loss: 7.753736
thresh: 0.950000, max F1: 0.652937
Current loss: 7.693681
thresh: 0.950000, max F1: 0.706924
Current loss: 7.367961
thresh: 0.950000, max F1: 0.656775
Current loss: 7.916139
thresh: 0.900000, max F1: 0.671618
Current loss: 7.979129
thresh: 0.900000, max F1: 0.676107
Current loss: 8.045568
thresh: 0.900000, max F1: 0.659511
Current loss: 7.964000
thresh: 0.900000, max F1: 0.684710
Current loss: 8.134174
thresh: 0.950000, max F1: 0.709505
Current loss: 8.089065
thresh: 0.900000, max F1: 0.670100
Current loss: 8.268052
thresh: 0.900000, max F1: 0.674939
Current loss: 7.925963
thresh: 0.900000, max F1: 0.670966
Current loss: 8.486773
thresh: 0.900000, max F1: 0.718786
Current loss: 8.244501
thresh: 0.950000, max F1: 0.681310
Current loss: 8.095914
thresh: 0.900000, max F1: 0.648440
Current loss: 8.332167
thresh: 0.750000, max F1: 0.666578
Current loss: 7.400196
thresh: 0.750000, max F1: 0.616804
Current loss: 7.581050
thresh: 0.950000, max F1: 0.667663
Current loss: 7.660110
thresh: 0.900000, max F1: 0.661433
Current loss: 7.728808
thresh: 0.900000, max F1: 0.684688
Current loss: 7.715834
thresh: 0.900000, max F1: 0.628440
Current loss: 7.557898
thresh: 0.900000, max F1: 0.668001
Current loss: 7.299951
thresh: 0.950000, max F1: 0.686944
Current loss: 8.080346
thresh: 0.900000, max F1: 0.686719
Current loss: 8.012964
thresh: 0.900000, max F1: 0.654131
Current loss: 7.597413
thresh: 0.900000, max F1: 0.681583
Current loss: 8.153008
thresh: 0.900000, max F1: 0.683200
Current loss: 8.060457
thresh: 0.800000, max F1: 0.665448
Current loss: 7.598477
thresh: 0.800000, max F1: 0.638639
Current loss: 8.435994
thresh: 0.800000, max F1: 0.678815
Current loss: 7.951301
thresh: 0.950000, max F1: 0.689100
Current loss: 7.432940
thresh: 0.900000, max F1: 0.637285
Current loss: 8.257740
thresh: 0.950000, max F1: 0.697685
Current loss: 8.005237
thresh: 0.950000, max F1: 0.691172
Current loss: 7.880263
thresh: 0.950000, max F1: 0.699591
Current loss: 8.012450
thresh: 0.900000, max F1: 0.668353
Current loss: 7.821399
thresh: 0.950000, max F1: 0.683463
Current loss: 7.395106
thresh: 0.900000, max F1: 0.641303
Current loss: 7.608639
thresh: 0.900000, max F1: 0.674992
Current loss: 8.025729
thresh: 0.900000, max F1: 0.688232
Current loss: 8.316151
thresh: 0.900000, max F1: 0.691688
Current loss: 7.898489
thresh: 0.900000, max F1: 0.678383
Current loss: 8.272121
thresh: 0.800000, max F1: 0.675728
Current loss: 8.113813
thresh: 0.750000, max F1: 0.676137
Current loss: 7.582063
thresh: 0.950000, max F1: 0.695905
Current loss: 7.993197
thresh: 0.900000, max F1: 0.631533
Current loss: 7.225178
thresh: 0.950000, max F1: 0.698094
Current loss: 7.569145
thresh: 0.900000, max F1: 0.662325
Current loss: 7.957669
thresh: 0.750000, max F1: 0.672723
Current loss: 7.424253
thresh: 0.950000, max F1: 0.718156
Current loss: 7.515011
thresh: 0.950000, max F1: 0.679437
Current loss: 8.146293
thresh: 0.950000, max F1: 0.702582
Current loss: 8.087322
thresh: 0.900000, max F1: 0.722138
Current loss: 8.011820
thresh: 0.950000, max F1: 0.684277
Current loss: 8.455040
thresh: 0.900000, max F1: 0.684370
Current loss: 8.195642
thresh: 0.800000, max F1: 0.688670
Current loss: 8.321499
thresh: 0.900000, max F1: 0.663652
Current loss: 7.789594
thresh: 0.900000, max F1: 0.713292
Current loss: 7.770810
thresh: 0.900000, max F1: 0.637915
Current loss: 7.629004
thresh: 0.750000, max F1: 0.608936
Current loss: 7.795516
thresh: 0.950000, max F1: 0.656344
Current loss: 7.877505
thresh: 0.900000, max F1: 0.691365
Current loss: 8.295981
thresh: 0.750000, max F1: 0.682241
Current loss: 7.940274
thresh: 0.950000, max F1: 0.681437
Current loss: 7.840954
thresh: 0.900000, max F1: 0.676742
Current loss: 8.341818
thresh: 0.950000, max F1: 0.711673
Current loss: 8.150370
thresh: 0.800000, max F1: 0.670248
Current loss: 7.974464
thresh: 0.950000, max F1: 0.701566
Current loss: 7.961742
thresh: 0.950000, max F1: 0.686364
Current loss: 8.131886
thresh: 0.950000, max F1: 0.676805
Current loss: 8.050640
thresh: 0.900000, max F1: 0.701270
Current loss: 8.099285
thresh: 0.950000, max F1: 0.679523
Current loss: 8.000367
thresh: 0.900000, max F1: 0.681508
Current loss: 7.318297
thresh: 0.800000, max F1: 0.637805
Current loss: 8.482350
thresh: 0.900000, max F1: 0.685735
Entire model epoch loss: 8.482350
Entire model epoch thresh: 0.900000, max F1: 0.685735
Starting epoch 6 / 10
Current loss: 8.435602
thresh: 0.750000, max F1: 0.691543
Current loss: 7.603206
thresh: 0.900000, max F1: 0.628381
Current loss: 7.931313
thresh: 0.950000, max F1: 0.693168
Current loss: 8.652304
thresh: 0.800000, max F1: 0.674769
Current loss: 8.563174
thresh: 0.900000, max F1: 0.704179
Current loss: 8.085560
thresh: 0.900000, max F1: 0.667086
Current loss: 8.371365
thresh: 0.800000, max F1: 0.690011
Current loss: 8.000933
thresh: 0.900000, max F1: 0.664984
Current loss: 8.194373
thresh: 0.900000, max F1: 0.683196
Current loss: 7.789979
thresh: 0.900000, max F1: 0.676388
Current loss: 7.118747
thresh: 0.950000, max F1: 0.693051
Current loss: 7.423183
thresh: 0.950000, max F1: 0.685456
Current loss: 7.779782
thresh: 0.950000, max F1: 0.694109
Current loss: 7.979488
thresh: 0.950000, max F1: 0.665473
Current loss: 8.244126
thresh: 0.750000, max F1: 0.680673
Current loss: 8.120513
thresh: 0.950000, max F1: 0.679995
Current loss: 7.710680
thresh: 0.900000, max F1: 0.684016
Current loss: 7.275702
thresh: 0.900000, max F1: 0.639621
Current loss: 7.621876
thresh: 0.950000, max F1: 0.690893
Current loss: 7.441813
thresh: 0.900000, max F1: 0.667234
Current loss: 8.291555
thresh: 0.950000, max F1: 0.696946
Current loss: 7.770437
thresh: 0.800000, max F1: 0.655500
Current loss: 7.905752
thresh: 0.900000, max F1: 0.655680
Current loss: 7.310470
thresh: 0.900000, max F1: 0.677500
Current loss: 8.073211
thresh: 0.900000, max F1: 0.687097
Current loss: 8.592694
thresh: 0.750000, max F1: 0.661828
Current loss: 8.243753
thresh: 0.900000, max F1: 0.700609
Current loss: 7.929752
thresh: 0.800000, max F1: 0.669349
Current loss: 8.437984
thresh: 0.900000, max F1: 0.681952
Current loss: 8.033260
thresh: 0.900000, max F1: 0.670857
Current loss: 7.855350
thresh: 0.900000, max F1: 0.696240
Current loss: 7.610207
thresh: 0.750000, max F1: 0.646222
Current loss: 8.526715
thresh: 0.750000, max F1: 0.687254
Current loss: 7.413032
thresh: 0.950000, max F1: 0.669168
Current loss: 7.987713
thresh: 0.950000, max F1: 0.705546
Current loss: 7.854703
thresh: 0.900000, max F1: 0.679735
Current loss: 7.931223
thresh: 0.900000, max F1: 0.660087
Current loss: 7.840952
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Current loss: 7.993993
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Current loss: 7.314538
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Current loss: 7.725636
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Current loss: 7.787782
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Current loss: 7.558982
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Current loss: 8.510984
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Current loss: 7.832821
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Current loss: 7.803699
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Current loss: 7.938500
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Current loss: 7.518719
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Current loss: 8.364357
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Current loss: 8.494180
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Current loss: 7.795957
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Current loss: 8.541576
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Current loss: 7.838910
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Current loss: 8.598573
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Current loss: 7.728117
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Current loss: 7.941475
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Current loss: 7.780355
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Current loss: 7.936195
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Current loss: 7.831707
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Current loss: 7.863814
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Current loss: 8.100382
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Current loss: 7.600371
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Current loss: 7.567706
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Current loss: 7.863140
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Current loss: 7.899137
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Current loss: 7.727320
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Current loss: 7.865165
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Current loss: 7.798362
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Current loss: 7.903282
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Current loss: 8.053439
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Current loss: 7.861892
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Current loss: 7.243291
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Current loss: 7.537377
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Current loss: 8.238292
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Current loss: 8.339446
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Current loss: 7.578732
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Current loss: 8.088200
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Current loss: 8.298201
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Current loss: 7.806365
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Current loss: 8.434693
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Current loss: 7.593151
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Current loss: 7.544674
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Current loss: 7.663664
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Current loss: 8.267485
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Current loss: 7.508361
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Current loss: 8.437222
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Current loss: 8.196347
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Current loss: 7.948495
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Current loss: 7.873238
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Current loss: 7.747708
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Current loss: 7.582647
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Current loss: 8.052835
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Current loss: 7.944840
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Current loss: 8.241163
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Current loss: 7.514337
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Current loss: 7.397844
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Current loss: 8.107347
thresh: 0.900000, max F1: 0.680342
Current loss: 7.597655
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Current loss: 7.878609
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Current loss: 7.750799
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Current loss: 8.316897
thresh: 0.950000, max F1: 0.679142
Current loss: 7.674319
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Current loss: 7.908539
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Current loss: 8.126703
thresh: 0.900000, max F1: 0.693427
Current loss: 8.078826
thresh: 0.900000, max F1: 0.701546
Current loss: 8.491132
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Current loss: 7.931837
thresh: 0.950000, max F1: 0.680895
Current loss: 7.990430
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Current loss: 7.758196
thresh: 0.900000, max F1: 0.658325
Current loss: 8.230688
thresh: 0.900000, max F1: 0.688750
Current loss: 7.826276
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Current loss: 7.748231
thresh: 0.900000, max F1: 0.656523
Current loss: 8.637067
thresh: 0.750000, max F1: 0.691672
Current loss: 7.866630
thresh: 0.950000, max F1: 0.674643
Current loss: 7.984185
thresh: 0.900000, max F1: 0.678602
Current loss: 8.350773
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Current loss: 8.105042
thresh: 0.900000, max F1: 0.676855
Current loss: 8.144833
thresh: 0.900000, max F1: 0.660127
Current loss: 7.974660
thresh: 0.750000, max F1: 0.658462
Current loss: 8.632116
thresh: 0.800000, max F1: 0.675205
Current loss: 8.067963
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Current loss: 7.714904
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Current loss: 7.985372
thresh: 0.800000, max F1: 0.684306
Current loss: 8.000389
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Current loss: 7.611944
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Current loss: 8.025836
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Current loss: 7.730298
thresh: 0.950000, max F1: 0.673105
Current loss: 8.111962
thresh: 0.950000, max F1: 0.688427
Current loss: 7.615929
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Current loss: 8.198072
thresh: 0.900000, max F1: 0.670456
Current loss: 8.022079
thresh: 0.900000, max F1: 0.655021
Current loss: 8.330323
thresh: 0.900000, max F1: 0.667070
Current loss: 7.311440
thresh: 0.950000, max F1: 0.646450
Current loss: 8.337351
thresh: 0.950000, max F1: 0.704582
Current loss: 7.880226
thresh: 0.950000, max F1: 0.655373
Current loss: 7.733435
thresh: 0.800000, max F1: 0.674407
Current loss: 8.592340
thresh: 0.950000, max F1: 0.696056
Current loss: 7.656025
thresh: 0.900000, max F1: 0.675508
Current loss: 7.513803
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Current loss: 8.046891
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Current loss: 7.780512
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Current loss: 8.439288
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Current loss: 7.962360
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Current loss: 8.429742
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Current loss: 7.936654
thresh: 0.950000, max F1: 0.683100
Current loss: 7.828004
thresh: 0.900000, max F1: 0.704195
Current loss: 7.960727
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Current loss: 7.811529
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Current loss: 7.558157
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Current loss: 8.576633
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Current loss: 8.311772
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Current loss: 8.109941
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Current loss: 7.814969
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Current loss: 7.784855
thresh: 0.950000, max F1: 0.694295
Current loss: 7.394746
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Current loss: 7.928823
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Current loss: 7.617247
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Current loss: 7.856723
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Current loss: 7.690372
thresh: 0.950000, max F1: 0.637139
Current loss: 8.007830
thresh: 0.900000, max F1: 0.691483
Current loss: 8.426809
thresh: 0.800000, max F1: 0.667431
Current loss: 7.639664
thresh: 0.800000, max F1: 0.638453
Current loss: 8.205041
thresh: 0.900000, max F1: 0.667222
Current loss: 7.710589
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Current loss: 8.005096
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Current loss: 7.815215
thresh: 0.950000, max F1: 0.689646
Current loss: 7.786218
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Current loss: 7.368261
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Current loss: 8.483209
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Current loss: 7.475788
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Current loss: 7.595006
thresh: 0.900000, max F1: 0.661475
Current loss: 7.553400
thresh: 0.950000, max F1: 0.683964
Current loss: 7.748553
thresh: 0.950000, max F1: 0.678345
Current loss: 7.580051
thresh: 0.950000, max F1: 0.641685
Current loss: 7.922713
thresh: 0.900000, max F1: 0.682178
Current loss: 7.340213
thresh: 0.950000, max F1: 0.688601
Current loss: 7.815025
thresh: 0.950000, max F1: 0.666652
Current loss: 7.557782
thresh: 0.900000, max F1: 0.680349
Current loss: 7.969775
thresh: 0.900000, max F1: 0.657677
Current loss: 8.371199
thresh: 0.900000, max F1: 0.663243
Current loss: 7.746699
thresh: 0.900000, max F1: 0.665470
Current loss: 8.311692
thresh: 0.950000, max F1: 0.667897
Current loss: 8.210690
thresh: 0.750000, max F1: 0.702354
Current loss: 7.545187
thresh: 0.950000, max F1: 0.655094
Current loss: 7.252676
thresh: 0.950000, max F1: 0.678079
Current loss: 8.062283
thresh: 0.900000, max F1: 0.707640
Current loss: 7.933778
thresh: 0.900000, max F1: 0.677682
Current loss: 7.992747
thresh: 0.800000, max F1: 0.690537
Current loss: 7.763096
thresh: 0.950000, max F1: 0.674400
Current loss: 7.866732
thresh: 0.900000, max F1: 0.660863
Current loss: 8.284595
thresh: 0.900000, max F1: 0.689316
Current loss: 8.168929
thresh: 0.900000, max F1: 0.679718
Current loss: 8.065235
thresh: 0.900000, max F1: 0.698335
Current loss: 7.994626
thresh: 0.900000, max F1: 0.670376
Current loss: 7.937898
thresh: 0.950000, max F1: 0.679817
Current loss: 7.623681
thresh: 0.950000, max F1: 0.657067
Current loss: 8.038425
thresh: 0.800000, max F1: 0.660324
Current loss: 8.009156
thresh: 0.950000, max F1: 0.664164
Current loss: 8.336270
thresh: 0.900000, max F1: 0.689314
Current loss: 8.177596
thresh: 0.900000, max F1: 0.660837
Current loss: 8.007081
thresh: 0.900000, max F1: 0.650220
Current loss: 7.732139
thresh: 0.800000, max F1: 0.641874
Current loss: 7.439719
thresh: 0.800000, max F1: 0.626570
Current loss: 6.888481
thresh: 0.950000, max F1: 0.688604
Entire model epoch loss: 6.888481
Entire model epoch thresh: 0.950000, max F1: 0.688604
Starting epoch 7 / 10
Current loss: 8.229033
thresh: 0.800000, max F1: 0.651994
Current loss: 8.019700
thresh: 0.950000, max F1: 0.700782
Current loss: 7.610403
thresh: 0.900000, max F1: 0.682485
Current loss: 8.244408
thresh: 0.900000, max F1: 0.650945
Current loss: 7.890502
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Current loss: 8.082409
thresh: 0.950000, max F1: 0.676560
Current loss: 7.727021
thresh: 0.950000, max F1: 0.675118
Current loss: 7.528803
thresh: 0.900000, max F1: 0.648841
Current loss: 7.902420
thresh: 0.950000, max F1: 0.644592
Current loss: 7.512775
thresh: 0.800000, max F1: 0.629077
Current loss: 8.139462
thresh: 0.900000, max F1: 0.707741
Current loss: 7.821376
thresh: 0.950000, max F1: 0.692610
Current loss: 7.858502
thresh: 0.950000, max F1: 0.664133
Current loss: 7.435964
thresh: 0.950000, max F1: 0.642195
Current loss: 8.355466
thresh: 0.900000, max F1: 0.667022
Current loss: 7.602245
thresh: 0.900000, max F1: 0.702267
Current loss: 8.127538
thresh: 0.900000, max F1: 0.679985
Current loss: 8.176124
thresh: 0.750000, max F1: 0.683852
Current loss: 8.187733
thresh: 0.800000, max F1: 0.701205
Current loss: 7.710072
thresh: 0.950000, max F1: 0.702008
Current loss: 8.108176
thresh: 0.950000, max F1: 0.670465
Current loss: 7.242428
thresh: 0.900000, max F1: 0.642795
Current loss: 8.555472
thresh: 0.900000, max F1: 0.707440
Current loss: 8.304270
thresh: 0.900000, max F1: 0.663619
Current loss: 7.940654
thresh: 0.900000, max F1: 0.654686
Current loss: 7.687016
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Current loss: 7.438658
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Current loss: 8.972609
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Current loss: 7.665334
thresh: 0.950000, max F1: 0.674449
Current loss: 8.142261
thresh: 0.950000, max F1: 0.696111
Current loss: 8.207500
thresh: 0.750000, max F1: 0.677244
Current loss: 7.741328
thresh: 0.950000, max F1: 0.679629
Current loss: 8.120943
thresh: 0.750000, max F1: 0.659238
Current loss: 8.097727
thresh: 0.950000, max F1: 0.692370
Current loss: 7.441070
thresh: 0.950000, max F1: 0.680852
Current loss: 7.597998
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Current loss: 7.602745
thresh: 0.950000, max F1: 0.679625
Current loss: 8.027056
thresh: 0.900000, max F1: 0.671198
Current loss: 8.095548
thresh: 0.900000, max F1: 0.724318
Current loss: 7.547663
thresh: 0.900000, max F1: 0.683803
Current loss: 8.318996
thresh: 0.900000, max F1: 0.674613
Current loss: 7.198514
thresh: 0.950000, max F1: 0.659136
Current loss: 7.406992
thresh: 0.900000, max F1: 0.665177
Current loss: 7.889554
thresh: 0.950000, max F1: 0.667630
Current loss: 8.175013
thresh: 0.950000, max F1: 0.689119
Current loss: 7.860418
thresh: 0.900000, max F1: 0.665324
Current loss: 8.731544
thresh: 0.900000, max F1: 0.701305
Current loss: 8.249897
thresh: 0.900000, max F1: 0.681878
Current loss: 7.929605
thresh: 0.950000, max F1: 0.682552
Current loss: 7.832360
thresh: 0.800000, max F1: 0.668885
Current loss: 8.351459
thresh: 0.900000, max F1: 0.668475
Current loss: 8.052519
thresh: 0.900000, max F1: 0.684398
Current loss: 7.914591
thresh: 0.950000, max F1: 0.676405
Current loss: 7.649300
thresh: 0.950000, max F1: 0.697635
Current loss: 7.823799
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Current loss: 7.997442
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Current loss: 7.599569
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Current loss: 7.865803
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Current loss: 7.972919
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Current loss: 7.826491
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Current loss: 8.251735
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Current loss: 7.729509
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Current loss: 7.681802
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Current loss: 8.356632
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Current loss: 8.099966
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Current loss: 7.942960
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Current loss: 7.668455
thresh: 0.900000, max F1: 0.684130
Current loss: 7.159516
thresh: 0.950000, max F1: 0.633133
Current loss: 8.056286
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Current loss: 8.029783
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Current loss: 7.774017
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Current loss: 7.842031
thresh: 0.950000, max F1: 0.711179
Current loss: 7.914340
thresh: 0.900000, max F1: 0.680329
Current loss: 8.017029
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Current loss: 8.188023
thresh: 0.900000, max F1: 0.697452
Current loss: 7.837374
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Current loss: 8.400542
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Current loss: 8.175660
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Current loss: 7.750518
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Current loss: 7.811386
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Current loss: 8.264866
thresh: 0.800000, max F1: 0.701865
Current loss: 7.344471
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Current loss: 7.989106
thresh: 0.800000, max F1: 0.654349
Current loss: 8.172183
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Current loss: 7.465836
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Current loss: 8.622668
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Current loss: 7.763560
thresh: 0.950000, max F1: 0.689254
Current loss: 7.668953
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Current loss: 7.473708
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Current loss: 7.380709
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Current loss: 8.350260
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Current loss: 8.300066
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Current loss: 8.138230
thresh: 0.950000, max F1: 0.696357
Current loss: 8.120111
thresh: 0.750000, max F1: 0.686259
Current loss: 7.807748
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Current loss: 8.348680
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Current loss: 7.664515
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Current loss: 7.678317
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Current loss: 7.838991
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Current loss: 8.148055
thresh: 0.950000, max F1: 0.705361
Current loss: 7.663264
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Current loss: 7.947674
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Current loss: 8.083497
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Current loss: 7.934929
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Current loss: 7.512089
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Current loss: 7.934668
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Current loss: 7.179891
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Current loss: 7.565481
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Current loss: 8.394092
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Current loss: 8.140869
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Current loss: 8.108887
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Current loss: 7.851150
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Current loss: 7.856321
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Current loss: 7.860031
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Current loss: 8.317783
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Current loss: 8.374964
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Current loss: 8.415391
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Current loss: 8.135494
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Current loss: 7.771796
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Current loss: 8.262187
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Current loss: 7.728916
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Current loss: 7.743085
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Current loss: 7.640962
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Current loss: 8.128650
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Current loss: 8.058521
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Current loss: 7.425611
thresh: 0.900000, max F1: 0.674267
Current loss: 7.746093
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Current loss: 7.877573
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Current loss: 7.893842
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Current loss: 7.967292
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Current loss: 7.480407
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Current loss: 7.482243
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Current loss: 7.283446
thresh: 0.950000, max F1: 0.646852
Current loss: 7.596033
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Current loss: 8.071129
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Current loss: 7.823525
thresh: 0.950000, max F1: 0.682259
Current loss: 7.666426
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Current loss: 7.484784
thresh: 0.950000, max F1: 0.667338
Current loss: 7.625317
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Current loss: 7.923308
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Current loss: 7.397251
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Current loss: 8.111200
thresh: 0.900000, max F1: 0.708484
Current loss: 7.808164
thresh: 0.800000, max F1: 0.657074
Current loss: 7.736357
thresh: 0.950000, max F1: 0.705233
Current loss: 8.261031
thresh: 0.950000, max F1: 0.674032
Current loss: 8.121210
thresh: 0.800000, max F1: 0.664631
Current loss: 7.811488
thresh: 0.950000, max F1: 0.709615
Current loss: 7.868058
thresh: 0.900000, max F1: 0.714302
Current loss: 7.813673
thresh: 0.900000, max F1: 0.654132
Current loss: 7.926690
thresh: 0.750000, max F1: 0.663705
Current loss: 8.151873
thresh: 0.900000, max F1: 0.671436
Current loss: 7.842490
thresh: 0.950000, max F1: 0.704669
Current loss: 7.966394
thresh: 0.900000, max F1: 0.676006
Current loss: 8.213229
thresh: 0.750000, max F1: 0.632570
Current loss: 8.136731
thresh: 0.900000, max F1: 0.698487
Current loss: 8.196808
thresh: 0.800000, max F1: 0.653462
Current loss: 7.998968
thresh: 0.900000, max F1: 0.660815
Current loss: 7.556893
thresh: 0.950000, max F1: 0.663743
Current loss: 8.215713
thresh: 0.800000, max F1: 0.710073
Current loss: 7.877244
thresh: 0.900000, max F1: 0.636089
Current loss: 8.371108
thresh: 0.800000, max F1: 0.645553
Current loss: 7.720929
thresh: 0.950000, max F1: 0.675264
Current loss: 7.687625
thresh: 0.900000, max F1: 0.640348
Current loss: 7.981427
thresh: 0.800000, max F1: 0.681077
Current loss: 7.965429
thresh: 0.950000, max F1: 0.692971
Current loss: 8.114867
thresh: 0.900000, max F1: 0.677719
Current loss: 8.325074
thresh: 0.900000, max F1: 0.712804
Current loss: 8.288392
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Current loss: 7.812966
thresh: 0.900000, max F1: 0.668496
Current loss: 7.886495
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Current loss: 8.101952
thresh: 0.950000, max F1: 0.708625
Current loss: 8.130598
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Current loss: 7.782368
thresh: 0.950000, max F1: 0.671060
Current loss: 8.155625
thresh: 0.900000, max F1: 0.698297
Current loss: 8.041320
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Current loss: 7.229638
thresh: 0.950000, max F1: 0.654405
Current loss: 7.645963
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Current loss: 7.808379
thresh: 0.950000, max F1: 0.672920
Current loss: 8.217674
thresh: 0.950000, max F1: 0.691608
Current loss: 8.085375
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Current loss: 7.518829
thresh: 0.950000, max F1: 0.677745
Current loss: 8.173826
thresh: 0.900000, max F1: 0.665210
Current loss: 8.119675
thresh: 0.950000, max F1: 0.687224
Current loss: 7.799045
thresh: 0.800000, max F1: 0.656065
Current loss: 8.269089
thresh: 0.900000, max F1: 0.707825
Current loss: 8.156317
thresh: 0.950000, max F1: 0.693095
Current loss: 7.225245
thresh: 0.950000, max F1: 0.654884
Current loss: 8.053032
thresh: 0.800000, max F1: 0.656349
Current loss: 8.706139
thresh: 0.800000, max F1: 0.702413
Current loss: 7.723465
thresh: 0.950000, max F1: 0.680780
Current loss: 7.482089
thresh: 0.950000, max F1: 0.661342
Current loss: 8.490725
thresh: 0.950000, max F1: 0.689048
Current loss: 8.249502
thresh: 0.900000, max F1: 0.667058
Current loss: 7.523466
thresh: 0.750000, max F1: 0.651988
Current loss: 7.879948
thresh: 0.900000, max F1: 0.671596
Current loss: 7.758831
thresh: 0.900000, max F1: 0.663549
Current loss: 7.700872
thresh: 0.950000, max F1: 0.680134
Current loss: 7.558927
thresh: 0.950000, max F1: 0.658555
Current loss: 7.966296
thresh: 0.900000, max F1: 0.684844
Current loss: 7.758001
thresh: 0.950000, max F1: 0.643851
Current loss: 8.316563
thresh: 0.900000, max F1: 0.686424
Current loss: 8.269534
thresh: 0.950000, max F1: 0.709276
Current loss: 7.960348
thresh: 0.950000, max F1: 0.665489
Current loss: 7.542959
thresh: 0.950000, max F1: 0.694265
Current loss: 8.367037
thresh: 0.800000, max F1: 0.686155
Current loss: 8.316110
thresh: 0.900000, max F1: 0.702677
Current loss: 7.717144
thresh: 0.950000, max F1: 0.683717
Current loss: 8.330313
thresh: 0.900000, max F1: 0.688287
Current loss: 8.654913
thresh: 0.900000, max F1: 0.708068
Current loss: 7.934118
thresh: 0.900000, max F1: 0.660519
Current loss: 8.232787
thresh: 0.900000, max F1: 0.663681
Current loss: 8.327903
thresh: 0.900000, max F1: 0.677807
Current loss: 8.328537
thresh: 0.900000, max F1: 0.689941
Current loss: 8.175412
thresh: 0.950000, max F1: 0.703514
Current loss: 8.100636
thresh: 0.900000, max F1: 0.661342
Current loss: 8.327757
thresh: 0.900000, max F1: 0.678384
Current loss: 7.804856
thresh: 0.950000, max F1: 0.680291
Current loss: 7.873307
thresh: 0.950000, max F1: 0.682390
Current loss: 7.699937
thresh: 0.950000, max F1: 0.701685
Current loss: 7.950393
thresh: 0.950000, max F1: 0.714120
Current loss: 7.457855
thresh: 0.950000, max F1: 0.712667
Current loss: 7.938633
thresh: 0.950000, max F1: 0.680985
Current loss: 8.525573
thresh: 0.800000, max F1: 0.692951
Current loss: 8.403292
thresh: 0.950000, max F1: 0.697754
Entire model epoch loss: 8.403292
Entire model epoch thresh: 0.950000, max F1: 0.697754
Starting epoch 8 / 10
Current loss: 7.951489
thresh: 0.950000, max F1: 0.687145
Current loss: 7.240155
thresh: 0.950000, max F1: 0.687633
Current loss: 7.891914
thresh: 0.950000, max F1: 0.675114
Current loss: 8.073222
thresh: 0.900000, max F1: 0.670007
Current loss: 7.995003
thresh: 0.950000, max F1: 0.686268
Current loss: 8.257348
thresh: 0.800000, max F1: 0.693135
Current loss: 8.211998
thresh: 0.950000, max F1: 0.722326
Current loss: 7.524736
thresh: 0.950000, max F1: 0.672750
Current loss: 8.190666
thresh: 0.900000, max F1: 0.706671
Current loss: 7.929294
thresh: 0.900000, max F1: 0.659151
Current loss: 7.938686
thresh: 0.900000, max F1: 0.686454
Current loss: 8.116504
thresh: 0.950000, max F1: 0.684034
Current loss: 8.219212
thresh: 0.950000, max F1: 0.679894
Current loss: 8.126078
thresh: 0.750000, max F1: 0.640835
Current loss: 7.574602
thresh: 0.950000, max F1: 0.660250
Current loss: 8.034255
thresh: 0.950000, max F1: 0.662055
Current loss: 7.706760
thresh: 0.900000, max F1: 0.704695
Current loss: 7.361486
thresh: 0.950000, max F1: 0.660337
Current loss: 8.283276
thresh: 0.900000, max F1: 0.682204
Current loss: 8.385907
thresh: 0.900000, max F1: 0.730441
Current loss: 7.980289
thresh: 0.950000, max F1: 0.690163
Current loss: 7.534827
thresh: 0.900000, max F1: 0.660473
Current loss: 7.357389
thresh: 0.950000, max F1: 0.670401
Current loss: 7.773695
thresh: 0.950000, max F1: 0.673303
Current loss: 7.346275
thresh: 0.900000, max F1: 0.643001
Current loss: 7.971049
thresh: 0.950000, max F1: 0.663421
Current loss: 7.877165
thresh: 0.900000, max F1: 0.711171
Current loss: 7.925033
thresh: 0.900000, max F1: 0.674294
Current loss: 7.827242
thresh: 0.900000, max F1: 0.693554
Current loss: 8.241337
thresh: 0.900000, max F1: 0.710388
Current loss: 7.562002
thresh: 0.950000, max F1: 0.688379
Current loss: 8.340984
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Current loss: 8.458389
thresh: 0.950000, max F1: 0.696139
Current loss: 7.884908
thresh: 0.900000, max F1: 0.677113
Current loss: 7.614791
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Current loss: 7.870608
thresh: 0.950000, max F1: 0.653321
Current loss: 7.764944
thresh: 0.950000, max F1: 0.696369
Current loss: 7.640686
thresh: 0.950000, max F1: 0.674200
Current loss: 7.537078
thresh: 0.950000, max F1: 0.646757
Current loss: 7.816639
thresh: 0.950000, max F1: 0.674603
Current loss: 8.355606
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Current loss: 8.208112
thresh: 0.950000, max F1: 0.695587
Current loss: 7.821055
thresh: 0.900000, max F1: 0.670811
Current loss: 8.096111
thresh: 0.900000, max F1: 0.646635
Current loss: 7.604557
thresh: 0.950000, max F1: 0.670723
Current loss: 7.584895
thresh: 0.950000, max F1: 0.710344
Current loss: 7.518570
thresh: 0.900000, max F1: 0.627894
Current loss: 7.651756
thresh: 0.950000, max F1: 0.659919
Current loss: 8.023209
thresh: 0.900000, max F1: 0.692083
Current loss: 8.007979
thresh: 0.950000, max F1: 0.679141
Current loss: 8.084503
thresh: 0.950000, max F1: 0.682320
Current loss: 7.973618
thresh: 0.950000, max F1: 0.669873
Current loss: 8.305742
thresh: 0.800000, max F1: 0.709217
Current loss: 8.434626
thresh: 0.950000, max F1: 0.698426
Current loss: 8.679358
thresh: 0.800000, max F1: 0.665797
Current loss: 7.767495
thresh: 0.900000, max F1: 0.650646
Current loss: 8.317884
thresh: 0.950000, max F1: 0.660003
Current loss: 8.047709
thresh: 0.950000, max F1: 0.683258
Current loss: 8.004028
thresh: 0.800000, max F1: 0.649528
Current loss: 7.936760
thresh: 0.900000, max F1: 0.664715
Current loss: 8.307899
thresh: 0.800000, max F1: 0.645413
Current loss: 7.478059
thresh: 0.950000, max F1: 0.634173
Current loss: 8.024732
thresh: 0.800000, max F1: 0.670145
Current loss: 7.859609
thresh: 0.950000, max F1: 0.671062
Current loss: 7.905194
thresh: 0.950000, max F1: 0.675604
Current loss: 8.041949
thresh: 0.900000, max F1: 0.693656
Current loss: 7.856176
thresh: 0.950000, max F1: 0.675664
Current loss: 8.018986
thresh: 0.950000, max F1: 0.673675
Current loss: 8.042666
thresh: 0.950000, max F1: 0.672102
Current loss: 8.414846
thresh: 0.950000, max F1: 0.686056
Current loss: 8.011006
thresh: 0.900000, max F1: 0.694983
Current loss: 7.405127
thresh: 0.900000, max F1: 0.630690
Current loss: 8.115284
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Current loss: 8.039537
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Current loss: 8.006554
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Current loss: 7.644713
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Current loss: 8.137531
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Current loss: 8.303186
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Current loss: 7.574714
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Current loss: 8.072366
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Current loss: 7.690080
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Current loss: 7.853706
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Current loss: 7.443532
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Current loss: 7.276407
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Current loss: 7.547546
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Current loss: 8.502058
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Current loss: 7.761261
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Current loss: 7.546946
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Current loss: 7.586722
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Current loss: 7.921085
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Current loss: 7.955307
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Current loss: 7.934887
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Current loss: 8.086849
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Current loss: 7.651273
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Current loss: 7.755102
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Current loss: 8.543705
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Current loss: 7.381480
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Current loss: 7.880618
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Current loss: 8.028219
thresh: 0.950000, max F1: 0.703214
Current loss: 8.325456
thresh: 0.900000, max F1: 0.678373
Current loss: 8.425075
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Current loss: 8.196798
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Current loss: 7.975889
thresh: 0.950000, max F1: 0.688122
Current loss: 8.012476
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Current loss: 7.921998
thresh: 0.900000, max F1: 0.696137
Current loss: 8.257434
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Current loss: 7.967364
thresh: 0.950000, max F1: 0.712194
Current loss: 8.116757
thresh: 0.950000, max F1: 0.716133
Current loss: 7.520597
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Current loss: 8.250519
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Current loss: 8.313390
thresh: 0.900000, max F1: 0.718859
Current loss: 7.755714
thresh: 0.950000, max F1: 0.688576
Current loss: 7.842920
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Current loss: 7.763499
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Current loss: 7.746030
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Current loss: 7.719591
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Current loss: 8.047328
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Current loss: 8.222052
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Current loss: 7.702412
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Current loss: 7.948756
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Current loss: 7.987264
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Current loss: 8.617448
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Current loss: 7.671882
thresh: 0.950000, max F1: 0.652158
Current loss: 7.540554
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Current loss: 7.729503
thresh: 0.950000, max F1: 0.676638
Current loss: 7.871599
thresh: 0.900000, max F1: 0.659045
Current loss: 7.542307
thresh: 0.900000, max F1: 0.669024
Current loss: 8.190329
thresh: 0.900000, max F1: 0.681079
Current loss: 8.516988
thresh: 0.750000, max F1: 0.693795
Current loss: 8.598775
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Current loss: 7.916921
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Current loss: 7.808403
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Current loss: 8.151949
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Current loss: 7.801120
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Current loss: 8.179237
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Current loss: 7.650380
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Current loss: 7.664965
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Current loss: 7.544735
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Current loss: 7.509209
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Current loss: 7.859233
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Current loss: 7.701671
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Current loss: 8.107521
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Current loss: 7.635659
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Current loss: 7.931502
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Current loss: 8.018783
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Current loss: 7.886830
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Current loss: 7.990168
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Current loss: 7.932010
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Current loss: 7.906508
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Current loss: 8.012675
thresh: 0.900000, max F1: 0.665694
Current loss: 7.936548
thresh: 0.950000, max F1: 0.727390
Current loss: 7.941881
thresh: 0.900000, max F1: 0.675596
Current loss: 8.279209
thresh: 0.950000, max F1: 0.709924
Current loss: 8.111474
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Current loss: 7.701008
thresh: 0.950000, max F1: 0.692699
Current loss: 7.488379
thresh: 0.950000, max F1: 0.664711
Current loss: 8.379009
thresh: 0.900000, max F1: 0.701535
Current loss: 8.038565
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Current loss: 7.494728
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Current loss: 7.774302
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Current loss: 7.882221
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Current loss: 8.118817
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Current loss: 7.712099
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Current loss: 8.171255
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Current loss: 8.530882
thresh: 0.900000, max F1: 0.709126
Current loss: 8.213267
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Current loss: 8.118170
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Current loss: 7.956215
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Current loss: 7.818395
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Current loss: 8.108144
thresh: 0.950000, max F1: 0.707297
Current loss: 7.493124
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Current loss: 8.001840
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Current loss: 7.982929
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Current loss: 7.768534
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Current loss: 7.929845
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Current loss: 7.732077
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Current loss: 8.373434
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Current loss: 8.169631
thresh: 0.950000, max F1: 0.697557
Current loss: 8.013865
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Current loss: 7.681707
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Current loss: 7.744441
thresh: 0.950000, max F1: 0.627808
Current loss: 8.048966
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Current loss: 7.514482
thresh: 0.900000, max F1: 0.672008
Current loss: 7.749770
thresh: 0.900000, max F1: 0.663289
Current loss: 7.806999
thresh: 0.900000, max F1: 0.685469
Current loss: 8.263593
thresh: 0.950000, max F1: 0.690416
Current loss: 8.280740
thresh: 0.900000, max F1: 0.692448
Current loss: 7.700878
thresh: 0.950000, max F1: 0.717100
Current loss: 8.299853
thresh: 0.900000, max F1: 0.722518
Current loss: 7.921572
thresh: 0.800000, max F1: 0.672044
Current loss: 8.430086
thresh: 0.950000, max F1: 0.678943
Current loss: 8.151310
thresh: 0.900000, max F1: 0.689311
Current loss: 8.055032
thresh: 0.950000, max F1: 0.691142
Current loss: 7.742158
thresh: 0.900000, max F1: 0.664730
Current loss: 7.532331
thresh: 0.900000, max F1: 0.659602
Current loss: 7.457534
thresh: 0.900000, max F1: 0.646779
Current loss: 7.956461
thresh: 0.900000, max F1: 0.689213
Current loss: 8.110185
thresh: 0.950000, max F1: 0.701038
Current loss: 7.716694
thresh: 0.900000, max F1: 0.656540
Current loss: 8.156267
thresh: 0.800000, max F1: 0.684030
Current loss: 7.841961
thresh: 0.900000, max F1: 0.684861
Current loss: 8.225920
thresh: 0.750000, max F1: 0.660030
Current loss: 7.134657
thresh: 0.900000, max F1: 0.684115
Current loss: 8.256933
thresh: 0.900000, max F1: 0.656634
Current loss: 7.918435
thresh: 0.950000, max F1: 0.681142
Current loss: 7.372544
thresh: 0.950000, max F1: 0.663922
Current loss: 7.543551
thresh: 0.950000, max F1: 0.645308
Current loss: 8.306803
thresh: 0.950000, max F1: 0.688658
Current loss: 7.809474
thresh: 0.950000, max F1: 0.664895
Current loss: 7.844226
thresh: 0.900000, max F1: 0.670257
Current loss: 8.054381
thresh: 0.900000, max F1: 0.698349
Current loss: 7.859430
thresh: 0.950000, max F1: 0.697145
Current loss: 7.843804
thresh: 0.950000, max F1: 0.705211
Current loss: 7.687614
thresh: 0.950000, max F1: 0.659781
Current loss: 8.107732
thresh: 0.900000, max F1: 0.679969
Current loss: 7.940002
thresh: 0.900000, max F1: 0.645247
Current loss: 8.239998
thresh: 0.950000, max F1: 0.689738
Current loss: 7.625023
thresh: 0.900000, max F1: 0.634913
Current loss: 8.369004
thresh: 0.800000, max F1: 0.683406
Current loss: 7.759355
thresh: 0.800000, max F1: 0.675449
Current loss: 7.710186
thresh: 0.950000, max F1: 0.663053
Current loss: 8.167981
thresh: 0.900000, max F1: 0.704059
Current loss: 7.939694
thresh: 0.950000, max F1: 0.704166
Current loss: 8.155235
thresh: 0.900000, max F1: 0.714921
Current loss: 8.328304
thresh: 0.900000, max F1: 0.697313
Current loss: 8.070529
thresh: 0.950000, max F1: 0.692616
Current loss: 7.666263
thresh: 0.900000, max F1: 0.671598
Current loss: 8.085235
thresh: 0.950000, max F1: 0.695497
Current loss: 7.425758
thresh: 0.950000, max F1: 0.671469
Current loss: 7.710166
thresh: 0.900000, max F1: 0.638640
Current loss: 8.177457
thresh: 0.900000, max F1: 0.668271
Current loss: 7.990468
thresh: 0.900000, max F1: 0.670423
Current loss: 8.220385
thresh: 0.900000, max F1: 0.687433
Current loss: 7.953748
thresh: 0.900000, max F1: 0.642971
Current loss: 7.458926
thresh: 0.950000, max F1: 0.668389
Current loss: 7.477733
thresh: 0.950000, max F1: 0.711408
Current loss: 8.046371
thresh: 0.900000, max F1: 0.669995
Current loss: 7.566190
thresh: 0.950000, max F1: 0.627544
Current loss: 7.290548
thresh: 0.900000, max F1: 0.673278
Current loss: 8.302709
thresh: 0.900000, max F1: 0.690973
Current loss: 8.201140
thresh: 0.800000, max F1: 0.666168
Current loss: 7.896526
thresh: 0.950000, max F1: 0.661566
Current loss: 7.952656
thresh: 0.950000, max F1: 0.701998
Current loss: 7.488738
thresh: 0.950000, max F1: 0.617900
Current loss: 7.843544
thresh: 0.950000, max F1: 0.707059
Current loss: 7.779664
thresh: 0.950000, max F1: 0.700223
Current loss: 8.528687
thresh: 0.900000, max F1: 0.690144
Current loss: 7.702260
thresh: 0.900000, max F1: 0.677976
Current loss: 7.911877
thresh: 0.950000, max F1: 0.675699
Current loss: 8.370088
thresh: 0.950000, max F1: 0.692550
Current loss: 7.339357
thresh: 0.900000, max F1: 0.624248
Current loss: 7.960610
thresh: 0.900000, max F1: 0.676416
Current loss: 7.412801
thresh: 0.950000, max F1: 0.663744
Current loss: 7.972684
thresh: 0.950000, max F1: 0.703746
Current loss: 8.368330
thresh: 0.950000, max F1: 0.702077
Current loss: 7.817575
thresh: 0.900000, max F1: 0.647867
Entire model epoch loss: 7.817575
Entire model epoch thresh: 0.900000, max F1: 0.647867
Starting epoch 9 / 10
Current loss: 7.517222
thresh: 0.950000, max F1: 0.659739
Current loss: 7.670506
thresh: 0.950000, max F1: 0.694335
Current loss: 8.209942
thresh: 0.900000, max F1: 0.679712
Current loss: 7.621503
thresh: 0.900000, max F1: 0.678088
Current loss: 7.905464
thresh: 0.900000, max F1: 0.677365
Current loss: 7.850672
thresh: 0.900000, max F1: 0.683110
Current loss: 7.669313
thresh: 0.900000, max F1: 0.656400
Current loss: 7.841291
thresh: 0.900000, max F1: 0.667690
Current loss: 7.274079
thresh: 0.900000, max F1: 0.643045
Current loss: 7.634854
thresh: 0.800000, max F1: 0.675006
Current loss: 8.065372
thresh: 0.950000, max F1: 0.657381
Current loss: 8.612537
thresh: 0.900000, max F1: 0.709823
Current loss: 7.885294
thresh: 0.900000, max F1: 0.697322
Current loss: 7.531881
thresh: 0.950000, max F1: 0.671538
Current loss: 7.536605
thresh: 0.800000, max F1: 0.649541
Current loss: 7.993224
thresh: 0.950000, max F1: 0.719897
Current loss: 7.855143
thresh: 0.950000, max F1: 0.641313
Current loss: 7.881722
thresh: 0.950000, max F1: 0.673892
Current loss: 7.862331
thresh: 0.900000, max F1: 0.675699
Current loss: 8.318696
thresh: 0.950000, max F1: 0.702712
Current loss: 7.817314
thresh: 0.900000, max F1: 0.676753
Current loss: 8.026743
thresh: 0.900000, max F1: 0.670367
Current loss: 7.959136
thresh: 0.900000, max F1: 0.671932
Current loss: 7.735890
thresh: 0.950000, max F1: 0.687954
Current loss: 7.404218
thresh: 0.950000, max F1: 0.689490
Current loss: 7.864772
thresh: 0.900000, max F1: 0.692231
Current loss: 7.733496
thresh: 0.950000, max F1: 0.699884
Current loss: 8.370633
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Current loss: 7.812527
thresh: 0.950000, max F1: 0.681776
Current loss: 7.973198
thresh: 0.950000, max F1: 0.706951
Current loss: 7.893427
thresh: 0.950000, max F1: 0.665620
Current loss: 7.811494
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Current loss: 7.647837
thresh: 0.950000, max F1: 0.685425
Current loss: 7.673600
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Current loss: 8.579042
thresh: 0.950000, max F1: 0.685750
Current loss: 7.751318
thresh: 0.950000, max F1: 0.699121
Current loss: 8.113919
thresh: 0.950000, max F1: 0.682625
Current loss: 7.882467
thresh: 0.950000, max F1: 0.691433
Current loss: 8.230993
thresh: 0.900000, max F1: 0.668137
Current loss: 7.885789
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Current loss: 7.854130
thresh: 0.900000, max F1: 0.687368
Current loss: 7.843226
thresh: 0.950000, max F1: 0.670385
Current loss: 7.501266
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Current loss: 8.285307
thresh: 0.900000, max F1: 0.683453
Current loss: 8.496339
thresh: 0.950000, max F1: 0.700754
Current loss: 8.141891
thresh: 0.950000, max F1: 0.708160
Current loss: 8.082857
thresh: 0.950000, max F1: 0.682474
Current loss: 7.363361
thresh: 0.950000, max F1: 0.709179
Current loss: 7.744938
thresh: 0.900000, max F1: 0.668788
Current loss: 8.326113
thresh: 0.900000, max F1: 0.672720
Current loss: 7.840765
thresh: 0.900000, max F1: 0.639682
Current loss: 7.478449
thresh: 0.950000, max F1: 0.661441
Current loss: 7.918409
thresh: 0.950000, max F1: 0.686117
Current loss: 7.836986
thresh: 0.950000, max F1: 0.694324
Current loss: 7.786047
thresh: 0.900000, max F1: 0.688146
Current loss: 8.025159
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Current loss: 7.666508
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Current loss: 8.388565
thresh: 0.900000, max F1: 0.689677
Current loss: 7.718737
thresh: 0.950000, max F1: 0.638902
Current loss: 8.333920
thresh: 0.900000, max F1: 0.683046
Current loss: 7.923476
thresh: 0.800000, max F1: 0.649703
Current loss: 7.832470
thresh: 0.900000, max F1: 0.654420
Current loss: 7.700891
thresh: 0.950000, max F1: 0.651710
Current loss: 7.908207
thresh: 0.900000, max F1: 0.679302
Current loss: 8.640453
thresh: 0.900000, max F1: 0.679946
Current loss: 8.049719
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Current loss: 7.957409
thresh: 0.950000, max F1: 0.689210
Current loss: 7.521053
thresh: 0.950000, max F1: 0.677458
Current loss: 8.515514
thresh: 0.900000, max F1: 0.671729
Current loss: 8.063425
thresh: 0.800000, max F1: 0.624306
Current loss: 7.632759
thresh: 0.950000, max F1: 0.692000
Current loss: 8.330507
thresh: 0.750000, max F1: 0.678594
Current loss: 8.309569
thresh: 0.750000, max F1: 0.668328
Current loss: 8.030167
thresh: 0.950000, max F1: 0.668561
Current loss: 7.891355
thresh: 0.900000, max F1: 0.675769
Current loss: 8.064904
thresh: 0.900000, max F1: 0.664974
Current loss: 7.746095
thresh: 0.800000, max F1: 0.676556
Current loss: 8.297052
thresh: 0.900000, max F1: 0.673605
Current loss: 7.608503
thresh: 0.900000, max F1: 0.657757
Current loss: 8.393240
thresh: 0.900000, max F1: 0.690577
Current loss: 8.386107
thresh: 0.900000, max F1: 0.681081
Current loss: 7.766518
thresh: 0.900000, max F1: 0.668112
Current loss: 8.305673
thresh: 0.800000, max F1: 0.630089
Current loss: 7.726704
thresh: 0.900000, max F1: 0.669679
Current loss: 7.995467
thresh: 0.900000, max F1: 0.680773
Current loss: 7.612957
thresh: 0.950000, max F1: 0.696332
Current loss: 7.492572
thresh: 0.900000, max F1: 0.651718
Current loss: 8.339045
thresh: 0.900000, max F1: 0.656103
Current loss: 7.807642
thresh: 0.950000, max F1: 0.675066
Current loss: 7.661900
thresh: 0.900000, max F1: 0.677986
Current loss: 8.322227
thresh: 0.900000, max F1: 0.690374
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Current loss: 7.330799
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Current loss: 8.303913
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Current loss: 7.867587
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Current loss: 8.027060
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Current loss: 7.423336
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Current loss: 8.157372
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Current loss: 7.630865
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Current loss: 7.885354
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Current loss: 7.977223
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Current loss: 7.551683
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Current loss: 8.121261
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Current loss: 7.782286
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Current loss: 7.735052
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Current loss: 7.985986
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Current loss: 8.231727
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Current loss: 7.799237
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Current loss: 7.919242
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Current loss: 7.565729
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Current loss: 7.494907
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Current loss: 7.603663
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Current loss: 7.611674
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Current loss: 7.850791
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Current loss: 7.652280
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Current loss: 7.694376
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Current loss: 8.082915
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Current loss: 8.286169
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Current loss: 8.088980
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Current loss: 7.742929
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Current loss: 7.946697
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Current loss: 7.867710
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Current loss: 7.709767
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Current loss: 7.872407
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Current loss: 8.315611
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Current loss: 7.347733
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Current loss: 7.721447
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Current loss: 7.498920
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Current loss: 8.158563
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Current loss: 7.773968
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Current loss: 7.358100
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Current loss: 7.928128
thresh: 0.900000, max F1: 0.684376
Current loss: 7.828856
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Current loss: 8.090210
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Current loss: 7.954177
thresh: 0.950000, max F1: 0.668690
Current loss: 7.688175
thresh: 0.950000, max F1: 0.667800
Current loss: 7.949097
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Current loss: 8.235213
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Current loss: 8.210196
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Current loss: 7.268369
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Current loss: 7.573470
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Current loss: 7.622646
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Current loss: 7.830578
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Current loss: 8.312561
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Current loss: 8.138597
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Current loss: 7.729184
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Current loss: 7.490059
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Current loss: 7.836495
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Current loss: 7.869414
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Current loss: 7.962636
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Current loss: 7.582303
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Current loss: 7.912986
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Current loss: 7.580413
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Current loss: 7.831008
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Current loss: 7.873777
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Current loss: 7.911469
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Current loss: 7.695401
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Current loss: 7.464851
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Current loss: 8.235697
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Current loss: 7.811627
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Current loss: 7.756959
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Current loss: 8.257980
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Current loss: 7.936999
thresh: 0.950000, max F1: 0.665176
Current loss: 7.860083
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Current loss: 7.526027
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Current loss: 7.938127
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Current loss: 7.859634
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Current loss: 7.846793
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Current loss: 7.774507
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Current loss: 8.182590
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Current loss: 8.307509
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Current loss: 7.337618
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Current loss: 8.163999
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Current loss: 8.159810
thresh: 0.950000, max F1: 0.700251
Current loss: 7.936412
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Current loss: 8.281337
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Current loss: 7.636948
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Current loss: 8.380894
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Current loss: 8.039068
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Current loss: 7.937229
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Current loss: 7.848806
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Current loss: 8.021410
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Current loss: 7.344975
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Current loss: 7.029595
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Current loss: 7.547888
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Current loss: 7.974643
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Current loss: 8.010708
thresh: 0.950000, max F1: 0.685792
Current loss: 7.674950
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Current loss: 8.376477
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Current loss: 8.312090
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Current loss: 7.919839
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Current loss: 7.850122
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Current loss: 8.176640
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Current loss: 7.630708
thresh: 0.950000, max F1: 0.675261
Current loss: 7.650719
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Current loss: 8.492379
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Current loss: 8.101975
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Current loss: 8.352573
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Current loss: 7.987779
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Current loss: 7.925540
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Current loss: 8.256210
thresh: 0.950000, max F1: 0.670200
Current loss: 7.589152
thresh: 0.950000, max F1: 0.668253
Current loss: 7.570720
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Current loss: 7.756793
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Current loss: 8.352715
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Current loss: 8.426516
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Current loss: 8.157104
thresh: 0.950000, max F1: 0.689169
Current loss: 8.171184
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Current loss: 7.613966
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Current loss: 7.680147
thresh: 0.950000, max F1: 0.674294
Current loss: 7.899866
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Current loss: 7.985995
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Current loss: 7.808484
thresh: 0.950000, max F1: 0.687251
Current loss: 7.897407
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Current loss: 7.698449
thresh: 0.900000, max F1: 0.656303
Current loss: 8.930570
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Current loss: 7.841397
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Current loss: 7.781486
thresh: 0.950000, max F1: 0.653330
Current loss: 7.687878
thresh: 0.950000, max F1: 0.697564
Current loss: 7.855393
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Current loss: 8.532321
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Current loss: 8.311480
thresh: 0.900000, max F1: 0.690232
Current loss: 7.382190
thresh: 0.950000, max F1: 0.674641
Current loss: 7.373115
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Current loss: 8.032571
thresh: 0.900000, max F1: 0.673657
Current loss: 8.277622
thresh: 0.950000, max F1: 0.694270
Current loss: 7.579729
thresh: 0.950000, max F1: 0.642663
Current loss: 8.494981
thresh: 0.900000, max F1: 0.703103
Current loss: 8.414983
thresh: 0.900000, max F1: 0.680727
Current loss: 8.078297
thresh: 0.950000, max F1: 0.701910
Current loss: 7.871413
thresh: 0.950000, max F1: 0.703955
Current loss: 8.023495
thresh: 0.950000, max F1: 0.684359
Current loss: 8.000732
thresh: 0.900000, max F1: 0.717446
Current loss: 8.608046
thresh: 0.900000, max F1: 0.706756
Current loss: 7.965905
thresh: 0.950000, max F1: 0.686116
Current loss: 8.430175
thresh: 0.750000, max F1: 0.665331
Current loss: 8.178108
thresh: 0.900000, max F1: 0.681693
Current loss: 8.179415
thresh: 0.900000, max F1: 0.703772
Current loss: 7.485929
thresh: 0.950000, max F1: 0.651312
Current loss: 8.113079
thresh: 0.950000, max F1: 0.689393
Current loss: 7.609135
thresh: 0.900000, max F1: 0.677495
Current loss: 7.407986
thresh: 0.900000, max F1: 0.652366
Current loss: 8.141972
thresh: 0.950000, max F1: 0.692470
Current loss: 8.594424
thresh: 0.800000, max F1: 0.676508
Current loss: 8.228007
thresh: 0.800000, max F1: 0.679517
Current loss: 7.394787
thresh: 0.900000, max F1: 0.690457
Current loss: 8.345958
thresh: 0.900000, max F1: 0.711851
Current loss: 7.270306
thresh: 0.900000, max F1: 0.620784
Current loss: 7.663715
thresh: 0.900000, max F1: 0.641918
Current loss: 8.446553
thresh: 0.950000, max F1: 0.701207
Current loss: 8.484707
thresh: 0.800000, max F1: 0.691498
Current loss: 8.223680
thresh: 0.800000, max F1: 0.694920
Current loss: 8.118146
thresh: 0.900000, max F1: 0.703528
Current loss: 7.588696
thresh: 0.950000, max F1: 0.661156
Current loss: 8.017109
thresh: 0.950000, max F1: 0.684996
Current loss: 7.945837
thresh: 0.950000, max F1: 0.680877
Current loss: 8.427564
thresh: 0.900000, max F1: 0.673762
Current loss: 7.852963
thresh: 0.900000, max F1: 0.653504
Current loss: 7.936734
thresh: 0.950000, max F1: 0.652063
Current loss: 8.337959
thresh: 0.900000, max F1: 0.677152
Current loss: 7.835664
thresh: 0.900000, max F1: 0.674235
Entire model epoch loss: 7.835664
Entire model epoch thresh: 0.900000, max F1: 0.674235
Starting epoch 10 / 10
Current loss: 7.984729
thresh: 0.950000, max F1: 0.692826
Current loss: 7.812439
thresh: 0.950000, max F1: 0.691137
Current loss: 7.921782
thresh: 0.900000, max F1: 0.677806
Current loss: 8.213737
thresh: 0.950000, max F1: 0.689926
Current loss: 8.008505
thresh: 0.800000, max F1: 0.669128
Current loss: 8.052348
thresh: 0.900000, max F1: 0.666708
Current loss: 7.969863
thresh: 0.950000, max F1: 0.684797
Current loss: 7.693532
thresh: 0.950000, max F1: 0.692670
Current loss: 8.368832
thresh: 0.900000, max F1: 0.681437
Current loss: 7.929392
thresh: 0.950000, max F1: 0.678365
Current loss: 7.433086
thresh: 0.950000, max F1: 0.700686
Current loss: 8.082743
thresh: 0.900000, max F1: 0.683939
Current loss: 7.362380
thresh: 0.950000, max F1: 0.678927
Current loss: 7.609134
thresh: 0.950000, max F1: 0.674018
Current loss: 7.792353
thresh: 0.900000, max F1: 0.639638
Current loss: 8.153131
thresh: 0.950000, max F1: 0.678890
Current loss: 8.508552
thresh: 0.950000, max F1: 0.707776
Current loss: 8.021095
thresh: 0.750000, max F1: 0.683995
Current loss: 7.913846
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Current loss: 7.434859
thresh: 0.900000, max F1: 0.688136
Current loss: 7.881324
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Current loss: 7.363015
thresh: 0.950000, max F1: 0.654005
Current loss: 7.434460
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Current loss: 7.995598
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Current loss: 8.141412
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Current loss: 8.167535
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Current loss: 7.829110
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Current loss: 8.012711
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Current loss: 7.408573
thresh: 0.950000, max F1: 0.662937
Current loss: 8.007018
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Current loss: 7.867500
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Current loss: 7.834803
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Current loss: 7.803948
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Current loss: 8.475427
thresh: 0.750000, max F1: 0.674648
Current loss: 7.470078
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Current loss: 7.890661
thresh: 0.750000, max F1: 0.655223
Current loss: 7.599322
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Current loss: 7.859145
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Current loss: 8.125769
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Current loss: 7.674645
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Current loss: 7.867098
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Current loss: 7.696260
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Current loss: 7.664001
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Current loss: 8.345642
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Current loss: 8.124981
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Current loss: 7.680069
thresh: 0.950000, max F1: 0.674733
Current loss: 7.646016
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Current loss: 8.073074
thresh: 0.950000, max F1: 0.700509
Current loss: 7.463768
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Current loss: 8.139618
thresh: 0.900000, max F1: 0.700796
Current loss: 7.497627
thresh: 0.950000, max F1: 0.672960
Current loss: 7.880571
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Current loss: 7.499474
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Current loss: 8.001042
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Current loss: 7.427517
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Current loss: 8.175954
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Current loss: 7.745783
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Current loss: 8.016529
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Current loss: 7.778378
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Current loss: 7.742745
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Current loss: 7.273579
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Current loss: 7.254238
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Current loss: 7.712148
thresh: 0.950000, max F1: 0.697121
Current loss: 7.367989
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Current loss: 8.358282
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Current loss: 7.652419
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Current loss: 7.285543
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Current loss: 7.734533
thresh: 0.950000, max F1: 0.700656
Current loss: 7.570198
thresh: 0.950000, max F1: 0.656163
Current loss: 7.514725
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Current loss: 7.269665
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Current loss: 7.483676
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Current loss: 8.872886
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Current loss: 7.685632
thresh: 0.950000, max F1: 0.673814
Current loss: 7.659039
thresh: 0.900000, max F1: 0.691921
Current loss: 7.400963
thresh: 0.950000, max F1: 0.633658
Current loss: 8.222737
thresh: 0.950000, max F1: 0.666385
Current loss: 7.606130
thresh: 0.950000, max F1: 0.678492
Current loss: 7.729867
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Current loss: 8.424647
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Current loss: 8.050876
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Current loss: 7.943705
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Current loss: 8.308347
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Current loss: 8.353730
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Current loss: 7.353602
thresh: 0.950000, max F1: 0.682971
Current loss: 8.016624
thresh: 0.950000, max F1: 0.688418
Current loss: 7.861365
thresh: 0.750000, max F1: 0.640852
Current loss: 7.614044
thresh: 0.950000, max F1: 0.689732
Current loss: 7.893315
thresh: 0.900000, max F1: 0.686365
Current loss: 7.928757
thresh: 0.800000, max F1: 0.656357
Current loss: 8.022945
thresh: 0.900000, max F1: 0.681986
Current loss: 7.571957
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Current loss: 8.138069
thresh: 0.950000, max F1: 0.659082
Current loss: 7.854792
thresh: 0.950000, max F1: 0.685012
Current loss: 7.635718
thresh: 0.950000, max F1: 0.689533
Current loss: 7.549835
thresh: 0.950000, max F1: 0.692949
Current loss: 7.771107
thresh: 0.900000, max F1: 0.640780
Current loss: 8.049503
thresh: 0.750000, max F1: 0.634058
Current loss: 8.044388
thresh: 0.950000, max F1: 0.679574
Current loss: 7.858139
thresh: 0.800000, max F1: 0.675193
Current loss: 8.412886
thresh: 0.900000, max F1: 0.695738
Current loss: 8.256326
thresh: 0.950000, max F1: 0.677545
Current loss: 7.823452
thresh: 0.900000, max F1: 0.638812
Current loss: 7.553712
thresh: 0.950000, max F1: 0.706448
Current loss: 7.503259
thresh: 0.900000, max F1: 0.652730
Current loss: 7.865140
thresh: 0.950000, max F1: 0.683914
Current loss: 8.005465
thresh: 0.800000, max F1: 0.666611
Current loss: 8.208953
thresh: 0.800000, max F1: 0.691170
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Current loss: 7.885292
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Current loss: 8.863349
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Current loss: 8.708936
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Current loss: 7.697201
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Current loss: 8.311670
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Current loss: 8.070168
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Current loss: 7.287128
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Current loss: 7.864198
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Current loss: 7.879888
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Current loss: 7.734197
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Current loss: 8.279399
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Current loss: 8.488097
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Current loss: 8.306468
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Current loss: 8.239896
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Current loss: 8.492446
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Current loss: 8.155455
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Current loss: 7.577697
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Current loss: 7.735013
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Current loss: 8.088707
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Current loss: 8.397202
thresh: 0.950000, max F1: 0.681994
Current loss: 8.104457
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Current loss: 7.467032
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Current loss: 7.397349
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Current loss: 8.088731
thresh: 0.900000, max F1: 0.705907
Current loss: 7.471708
/home/cs231n/myVE35/lib/python3.5/site-packages/sklearn/metrics/classification.py:1113: UndefinedMetricWarning: F-score is ill-defined and being set to 0.0 in samples with no predicted labels.
'precision', 'predicted', average, warn_for)
100%|██████████| 40479/40479 [00:00<00:00, 411401.37it/s]
thresh: 0.900000, max F1: 0.653014
Entire model epoch loss: 7.471708
Entire model epoch thresh: 0.900000, max F1: 0.653014
{'lr1': 5e-05, 'wd': 0.0001, 'lr2': 1e-06, 'dp': 0.5}
listed
dataset created
INFO:tensorflow:Restoring parameters from vgg_16.ckpt
INFO:tensorflow:Restoring parameters from vgg_16.ckpt
Starting epoch 1 / 10
Current loss: 8.442378
thresh: 0.050000, max F1: 0.488683
Current loss: 8.146644
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Current loss: 8.182307
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Current loss: 7.844941
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Current loss: 7.982100
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Current loss: 7.933496
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Current loss: 8.002976
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Current loss: 8.209036
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Current loss: 7.741858
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Current loss: 8.533209
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Current loss: 8.429832
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Current loss: 7.801318
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thresh: 0.250000, max F1: 0.520381
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Current loss: 8.356515
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Current loss: 8.550593
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thresh: 0.050000, max F1: 0.490270
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Current loss: 8.347234
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Current loss: 8.033759
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Current loss: 9.003638
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Current loss: 7.829691
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Current loss: 8.481522
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Current loss: 7.735222
thresh: 0.250000, max F1: 0.488184
Current loss: 7.459007
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Current loss: 8.191766
thresh: 0.250000, max F1: 0.509258
Current loss: 7.998734
thresh: 0.250000, max F1: 0.519298
Current loss: 7.522753
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Current loss: 7.805786
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Current loss: 7.994048
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Current loss: 8.404830
thresh: 0.500000, max F1: 0.521566
Current loss: 7.676263
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Current loss: 7.487720
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Current loss: 8.275471
thresh: 0.250000, max F1: 0.520331
Current loss: 8.096957
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Current loss: 7.678443
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Current loss: 7.643487
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Current loss: 7.546189
thresh: 0.750000, max F1: 0.567609
Current epoch loss: 7.546189
Epoch thresh: 0.750000, max F1: 0.567609
Starting epoch 2 / 10
Current loss: 7.906341
thresh: 0.500000, max F1: 0.552041
Current loss: 7.929544
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Current loss: 7.624393
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Current loss: 7.250415
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Current loss: 7.220849
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Current loss: 7.697237
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Current epoch loss: 7.697237
Epoch thresh: 0.750000, max F1: 0.604378
Starting epoch 3 / 10
Current loss: 7.625299
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Current loss: 7.980712
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Current loss: 7.620779
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Current loss: 7.741257
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Current epoch loss: 7.741257
Epoch thresh: 0.750000, max F1: 0.651236
Starting epoch 4 / 10
Current loss: 7.395393
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Current loss: 7.832024
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Current epoch loss: 7.832024
Epoch thresh: 0.750000, max F1: 0.683047
Starting epoch 5 / 10
Current loss: 7.505496
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Current loss: 7.858014
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Current loss: 7.432209
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Current loss: 7.640638
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Current loss: 7.647904
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Current epoch loss: 7.647904
Epoch thresh: 0.750000, max F1: 0.651666
Starting epoch 6 / 10
Current loss: 7.512580
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Current loss: 7.362137
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Current loss: 7.027691
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Current epoch loss: 7.027691
Epoch thresh: 0.950000, max F1: 0.652520
Starting epoch 7 / 10
Current loss: 7.674448
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Current loss: 7.677151
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Current loss: 7.266728
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Current epoch loss: 7.266728
Epoch thresh: 0.950000, max F1: 0.637034
Starting epoch 8 / 10
Current loss: 7.632932
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Current loss: 7.218404
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Current epoch loss: 7.218404
Epoch thresh: 0.950000, max F1: 0.666731
Starting epoch 9 / 10
Current loss: 7.471874
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Current loss: 7.697915
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Current loss: 7.076454
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Current loss: 8.216873
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Current epoch loss: 8.216873
Epoch thresh: 0.900000, max F1: 0.683791
Starting epoch 10 / 10
Current loss: 7.178970
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Current loss: 7.896810
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Current loss: 7.052761
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Current loss: 8.050840
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Current loss: 6.923406
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Current loss: 7.095176
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Current loss: 7.174960
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Current loss: 7.587164
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Current loss: 8.104384
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Current loss: 6.745987
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Current loss: 7.137985
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Current loss: 7.569226
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Current loss: 7.777196
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Current loss: 7.306173
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Current loss: 7.664407
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Current loss: 7.418044
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Current loss: 7.546836
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Current loss: 7.400372
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Current loss: 7.634456
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Current loss: 7.174226
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Current loss: 7.446833
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Current loss: 6.870074
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Current loss: 7.125155
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Current loss: 7.138605
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Current loss: 7.511909
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Current loss: 7.759149
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Current loss: 7.199313
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Current loss: 7.024776
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Current loss: 6.996554
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Current loss: 7.504369
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Current loss: 7.400649
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Current loss: 7.539669
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Current loss: 8.359299
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Current loss: 7.287290
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Current loss: 7.019938
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Current loss: 7.591388
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Current loss: 7.676117
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Current loss: 7.160542
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Current loss: 7.166296
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Current loss: 7.333813
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Current loss: 7.264595
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Current loss: 7.341499
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Current loss: 8.173041
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Current loss: 8.090475
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Current loss: 7.464515
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Current loss: 7.493638
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Current loss: 7.568391
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Current loss: 7.516084
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Current loss: 7.846445
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Current loss: 7.722410
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Current loss: 7.250217
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Current loss: 7.521980
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Current loss: 7.833817
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Current loss: 7.855202
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Current loss: 7.664682
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Current loss: 7.562888
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Current loss: 7.599497
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Current loss: 7.608191
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Current loss: 7.447674
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Current loss: 7.989267
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Current loss: 7.380193
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Current loss: 7.192909
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Current loss: 7.318609
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Current loss: 7.640910
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Current loss: 7.422063
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Current loss: 7.411901
thresh: 0.950000, max F1: 0.680240
Current loss: 7.519778
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Current loss: 7.424876
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Current loss: 7.437615
thresh: 0.950000, max F1: 0.678277
Current loss: 7.707429
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Current loss: 7.895995
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Current loss: 7.741234
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Current loss: 7.577988
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Current loss: 7.282148
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Current loss: 7.033344
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Current loss: 7.231720
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Current loss: 7.900739
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Current loss: 6.501178
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Current loss: 7.475415
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Current loss: 7.553406
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Current loss: 7.439869
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Current loss: 7.004565
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Current loss: 7.365426
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Current loss: 7.259105
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Current loss: 7.254917
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Current loss: 7.482935
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Current loss: 7.304440
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Current loss: 7.680634
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Current loss: 7.349294
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Current loss: 7.311598
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Current loss: 7.442865
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Current loss: 7.433117
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Current loss: 7.350389
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Current loss: 7.275199
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Current loss: 7.455011
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Current loss: 7.236066
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Current loss: 8.275322
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Current loss: 7.036875
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Current loss: 7.280061
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Current loss: 6.974614
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Current loss: 7.321320
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Current loss: 7.480812
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Current loss: 7.441784
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Current loss: 6.960147
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Current loss: 8.055422
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Current loss: 7.354397
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Current loss: 7.427708
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Current loss: 7.377278
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Current loss: 7.412333
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Current loss: 6.896213
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Current loss: 7.352254
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Current loss: 6.967077
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Current loss: 7.250550
thresh: 0.800000, max F1: 0.666928
Current epoch loss: 7.250550
Epoch thresh: 0.800000, max F1: 0.666928
Starting epoch 1 / 10
Current loss: 7.470335
thresh: 0.900000, max F1: 0.677182
Current loss: 7.568058
thresh: 0.800000, max F1: 0.677809
Current loss: 6.758925
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Current loss: 7.085467
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Current loss: 7.446711
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Current loss: 7.809904
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Current loss: 6.954189
thresh: 0.900000, max F1: 0.611754
Current loss: 6.934506
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Current loss: 7.219374
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Current loss: 7.451110
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Current loss: 6.916657
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Current loss: 7.623355
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Current loss: 7.233417
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Current loss: 7.333262
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Current loss: 7.439549
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Current loss: 7.876039
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Current loss: 7.638245
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Current loss: 7.627512
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Current loss: 7.338879
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Current loss: 7.329772
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Current loss: 7.427517
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Current loss: 7.677701
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Current loss: 7.303470
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Current loss: 8.307195
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Current loss: 7.586785
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Current loss: 7.210563
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Current loss: 7.474832
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Current loss: 7.314901
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Current loss: 7.105755
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Current loss: 7.916473
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Current loss: 7.522799
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Current loss: 7.736172
thresh: 0.950000, max F1: 0.663172
Current loss: 7.358183
thresh: 0.950000, max F1: 0.689215
Current loss: 7.977546
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Current loss: 7.590834
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Current loss: 7.688288
thresh: 0.950000, max F1: 0.657532
Current loss: 7.861981
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Current loss: 7.405757
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Current loss: 6.986374
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Current loss: 7.600644
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Current loss: 7.774850
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Current loss: 7.277176
thresh: 0.800000, max F1: 0.614036
Current loss: 6.970487
thresh: 0.900000, max F1: 0.678523
Current loss: 6.837870
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Current loss: 7.460140
thresh: 0.900000, max F1: 0.682138
Current loss: 7.345375
thresh: 0.950000, max F1: 0.687668
Current loss: 7.331105
thresh: 0.900000, max F1: 0.676606
Current loss: 7.655344
thresh: 0.950000, max F1: 0.675966
Current loss: 7.635248
thresh: 0.950000, max F1: 0.707859
Current loss: 7.177561
thresh: 0.900000, max F1: 0.666460
Current loss: 6.904829
thresh: 0.950000, max F1: 0.639794
Current loss: 7.845887
thresh: 0.900000, max F1: 0.679082
Current loss: 6.927934
thresh: 0.950000, max F1: 0.665447
Current loss: 7.359129
thresh: 0.950000, max F1: 0.653918
Current loss: 7.276717
thresh: 0.900000, max F1: 0.652686
Current loss: 7.109786
thresh: 0.950000, max F1: 0.659579
Current loss: 7.495805
thresh: 0.950000, max F1: 0.637363
Current loss: 7.371053
thresh: 0.800000, max F1: 0.672432
Current loss: 7.277259
thresh: 0.950000, max F1: 0.688520
Current loss: 7.142041
thresh: 0.950000, max F1: 0.683274
Current loss: 7.611614
thresh: 0.900000, max F1: 0.664548
Current loss: 7.419754
thresh: 0.950000, max F1: 0.679061
Current loss: 7.573166
thresh: 0.800000, max F1: 0.683281
Current loss: 7.160813
thresh: 0.800000, max F1: 0.621458
Current loss: 7.673031
thresh: 0.900000, max F1: 0.687755
Current loss: 6.789798
thresh: 0.950000, max F1: 0.647689
Current loss: 7.616432
thresh: 0.800000, max F1: 0.661737
Current loss: 7.721869
thresh: 0.800000, max F1: 0.673206
Current loss: 7.247958
thresh: 0.900000, max F1: 0.643714
Current loss: 7.128412
thresh: 0.900000, max F1: 0.647894
Current loss: 7.227969
thresh: 0.950000, max F1: 0.687063
Current loss: 6.886655
thresh: 0.950000, max F1: 0.689317
Current loss: 7.404144
thresh: 0.900000, max F1: 0.663357
Current loss: 7.418996
thresh: 0.900000, max F1: 0.674390
Current loss: 7.461940
thresh: 0.950000, max F1: 0.662579
Current loss: 7.663512
thresh: 0.750000, max F1: 0.678733
Current loss: 7.561914
thresh: 0.800000, max F1: 0.674850
Current loss: 7.250043
thresh: 0.800000, max F1: 0.634936
Current loss: 7.243122
thresh: 0.950000, max F1: 0.706565
Current loss: 7.040072
thresh: 0.950000, max F1: 0.661711
Current loss: 8.084176
thresh: 0.750000, max F1: 0.677610
Current loss: 8.454059
thresh: 0.900000, max F1: 0.714483
Current loss: 7.293237
thresh: 0.800000, max F1: 0.659153
Current loss: 7.219138
thresh: 0.950000, max F1: 0.656969
Current loss: 7.220288
thresh: 0.950000, max F1: 0.639792
Current loss: 7.087320
thresh: 0.950000, max F1: 0.684616
Current loss: 7.980138
thresh: 0.900000, max F1: 0.693660
Current loss: 7.700889
thresh: 0.950000, max F1: 0.686782
Current loss: 7.489163
thresh: 0.800000, max F1: 0.664927
Current loss: 7.697358
thresh: 0.900000, max F1: 0.658889
Current loss: 7.276318
thresh: 0.900000, max F1: 0.666668
Current loss: 7.171830
thresh: 0.950000, max F1: 0.658183
Current loss: 6.923443
thresh: 0.950000, max F1: 0.661354
Current loss: 7.250843
thresh: 0.950000, max F1: 0.628533
Current loss: 7.192402
thresh: 0.750000, max F1: 0.656013
Current loss: 6.889989
thresh: 0.900000, max F1: 0.647958
Current loss: 7.855981
thresh: 0.900000, max F1: 0.704327
Current loss: 7.573947
thresh: 0.950000, max F1: 0.680412
Current loss: 6.966638
thresh: 0.900000, max F1: 0.643588
Current loss: 7.278290
thresh: 0.900000, max F1: 0.656662
Current loss: 7.380432
thresh: 0.950000, max F1: 0.664319
Current loss: 7.252022
thresh: 0.900000, max F1: 0.683172
Current loss: 7.328189
thresh: 0.900000, max F1: 0.650808
Current loss: 7.581261
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Current loss: 7.032737
thresh: 0.950000, max F1: 0.658209
Current loss: 7.411395
thresh: 0.900000, max F1: 0.685093
Current loss: 7.451056
thresh: 0.900000, max F1: 0.682116
Current loss: 7.583246
thresh: 0.900000, max F1: 0.707141
Current loss: 7.235041
thresh: 0.900000, max F1: 0.624338
Current loss: 7.300115
thresh: 0.950000, max F1: 0.642735
Current loss: 7.756298
thresh: 0.900000, max F1: 0.678741
Current loss: 7.556495
thresh: 0.750000, max F1: 0.656067
Current loss: 7.878366
thresh: 0.800000, max F1: 0.667113
Current loss: 7.589740
thresh: 0.950000, max F1: 0.665449
Current loss: 7.057140
thresh: 0.900000, max F1: 0.648915
Current loss: 7.169812
thresh: 0.950000, max F1: 0.646298
Current loss: 7.624335
thresh: 0.900000, max F1: 0.679308
Current loss: 7.741940
thresh: 0.900000, max F1: 0.674171
Current loss: 7.404204
thresh: 0.900000, max F1: 0.674095
Current loss: 7.373373
thresh: 0.900000, max F1: 0.680832
Current loss: 7.743828
thresh: 0.900000, max F1: 0.675041
Current loss: 7.386460
thresh: 0.900000, max F1: 0.647589
Current loss: 7.623976
thresh: 0.900000, max F1: 0.687391
Current loss: 7.550646
thresh: 0.900000, max F1: 0.681583
Current loss: 7.797525
thresh: 0.750000, max F1: 0.664129
Current loss: 7.357483
thresh: 0.900000, max F1: 0.674298
Current loss: 7.435843
thresh: 0.950000, max F1: 0.648048
Current loss: 6.849946
thresh: 0.900000, max F1: 0.660094
Current loss: 6.750243
thresh: 0.950000, max F1: 0.666075
Current loss: 7.408446
thresh: 0.900000, max F1: 0.697724
Current loss: 7.445079
thresh: 0.900000, max F1: 0.677347
Current loss: 7.867788
thresh: 0.800000, max F1: 0.670505
Current loss: 7.397727
thresh: 0.900000, max F1: 0.695096
Current loss: 7.307113
thresh: 0.950000, max F1: 0.689255
Current loss: 7.503262
thresh: 0.950000, max F1: 0.670476
Current loss: 7.280424
thresh: 0.950000, max F1: 0.692683
Current loss: 7.393988
thresh: 0.950000, max F1: 0.690383
Current loss: 7.172758
thresh: 0.950000, max F1: 0.649357
Current loss: 7.520613
thresh: 0.950000, max F1: 0.654751
Current loss: 7.266701
thresh: 0.900000, max F1: 0.633154
Current loss: 6.813641
thresh: 0.950000, max F1: 0.657541
Current loss: 7.026223
thresh: 0.950000, max F1: 0.656929
Current loss: 7.733510
thresh: 0.800000, max F1: 0.677227
Current loss: 7.334720
thresh: 0.900000, max F1: 0.661228
Current loss: 7.208946
thresh: 0.900000, max F1: 0.649486
Current loss: 7.672820
thresh: 0.800000, max F1: 0.680766
Current loss: 7.458868
thresh: 0.900000, max F1: 0.685743
Current loss: 7.918944
thresh: 0.950000, max F1: 0.678066
Current loss: 7.433450
thresh: 0.900000, max F1: 0.636680
Current loss: 7.127520
thresh: 0.950000, max F1: 0.669474
Current loss: 7.639008
thresh: 0.800000, max F1: 0.664520
Current loss: 7.139840
thresh: 0.800000, max F1: 0.630769
Current loss: 7.596241
thresh: 0.900000, max F1: 0.696284
Current loss: 7.380092
thresh: 0.950000, max F1: 0.677682
Current loss: 7.941646
thresh: 0.950000, max F1: 0.690406
Current loss: 7.491224
thresh: 0.800000, max F1: 0.645126
Current loss: 7.364648
thresh: 0.800000, max F1: 0.659778
Current loss: 7.115943
thresh: 0.900000, max F1: 0.631089
Current loss: 7.833169
thresh: 0.900000, max F1: 0.660951
Current loss: 7.511156
thresh: 0.800000, max F1: 0.671047
Current loss: 7.315073
thresh: 0.900000, max F1: 0.695415
Current loss: 7.948328
thresh: 0.900000, max F1: 0.691724
Current loss: 7.591119
thresh: 0.800000, max F1: 0.658427
Current loss: 7.657786
thresh: 0.900000, max F1: 0.674887
Current loss: 7.722202
thresh: 0.800000, max F1: 0.658879
Current loss: 7.298882
thresh: 0.950000, max F1: 0.635531
Current loss: 7.850302
thresh: 0.900000, max F1: 0.692299
Current loss: 7.102284
thresh: 0.950000, max F1: 0.682842
Current loss: 6.957608
thresh: 0.950000, max F1: 0.654785
Current loss: 7.209981
thresh: 0.950000, max F1: 0.639536
Current loss: 7.372794
thresh: 0.950000, max F1: 0.684406
Current loss: 7.381647
thresh: 0.800000, max F1: 0.622448
Current loss: 7.164507
thresh: 0.950000, max F1: 0.654263
Current loss: 7.657521
thresh: 0.950000, max F1: 0.668989
Current loss: 7.410704
thresh: 0.900000, max F1: 0.691243
Current loss: 7.418421
thresh: 0.800000, max F1: 0.687974
Current loss: 7.282393
thresh: 0.900000, max F1: 0.629959
Current loss: 7.203285
thresh: 0.950000, max F1: 0.688744
Current loss: 7.619414
thresh: 0.950000, max F1: 0.677157
Current loss: 6.959889
thresh: 0.950000, max F1: 0.651115
Current loss: 7.604014
thresh: 0.800000, max F1: 0.689381
Current loss: 7.964127
thresh: 0.900000, max F1: 0.681478
Current loss: 6.796976
thresh: 0.950000, max F1: 0.651575
Current loss: 6.628993
thresh: 0.950000, max F1: 0.665438
Current loss: 6.906654
thresh: 0.900000, max F1: 0.663263
Current loss: 7.721552
thresh: 0.900000, max F1: 0.688144
Current loss: 7.515397
thresh: 0.900000, max F1: 0.682844
Current loss: 6.933203
thresh: 0.950000, max F1: 0.673787
Current loss: 7.647874
thresh: 0.950000, max F1: 0.684245
Entire model epoch loss: 7.647874
Entire model epoch thresh: 0.950000, max F1: 0.684245
Starting epoch 2 / 10
Current loss: 7.212196
thresh: 0.950000, max F1: 0.696212
Current loss: 7.757439
thresh: 0.950000, max F1: 0.682714
Current loss: 7.582094
thresh: 0.750000, max F1: 0.641822
Current loss: 7.143647
thresh: 0.800000, max F1: 0.657395
Current loss: 7.381178
thresh: 0.950000, max F1: 0.684686
Current loss: 7.016319
thresh: 0.950000, max F1: 0.658735
Current loss: 7.407159
thresh: 0.900000, max F1: 0.704091
Current loss: 7.271262
thresh: 0.950000, max F1: 0.618462
Current loss: 7.779586
thresh: 0.950000, max F1: 0.682623
Current loss: 7.058712
thresh: 0.900000, max F1: 0.671460
Current loss: 7.435240
thresh: 0.750000, max F1: 0.665842
Current loss: 7.050016
thresh: 0.900000, max F1: 0.653940
Current loss: 6.747849
thresh: 0.950000, max F1: 0.678380
Current loss: 7.972668
thresh: 0.900000, max F1: 0.649676
Current loss: 7.781263
thresh: 0.900000, max F1: 0.663060
Current loss: 7.235122
thresh: 0.950000, max F1: 0.676108
Current loss: 7.747659
thresh: 0.750000, max F1: 0.673755
Current loss: 8.000667
thresh: 0.900000, max F1: 0.681823
Current loss: 7.708242
thresh: 0.950000, max F1: 0.658445
Current loss: 7.492099
thresh: 0.950000, max F1: 0.676764
Current loss: 8.000086
thresh: 0.800000, max F1: 0.681795
Current loss: 7.407789
thresh: 0.900000, max F1: 0.665189
Current loss: 7.041398
thresh: 0.950000, max F1: 0.666021
Current loss: 7.613569
thresh: 0.800000, max F1: 0.661229
Current loss: 7.828644
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Current loss: 7.220836
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Current loss: 6.956795
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Current loss: 7.796599
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Current loss: 7.373652
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Current loss: 6.924494
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Current loss: 7.003868
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Current loss: 7.376109
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Current loss: 7.272315
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Current loss: 7.795303
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Current loss: 7.440111
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Current loss: 7.573180
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Current loss: 7.525578
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Current loss: 7.563793
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Current loss: 7.725722
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Current loss: 7.071538
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Current loss: 7.523009
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Current loss: 7.323662
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Current loss: 7.321943
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Current loss: 7.474402
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Current loss: 7.536743
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Current loss: 7.461766
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Current loss: 7.915251
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Current loss: 7.263018
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Current loss: 7.129536
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Current loss: 7.754953
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Current loss: 6.954523
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Current loss: 7.393025
thresh: 0.800000, max F1: 0.666086
Current loss: 7.142621
thresh: 0.950000, max F1: 0.668007
Current loss: 7.098814
thresh: 0.950000, max F1: 0.679807
Current loss: 7.945226
thresh: 0.900000, max F1: 0.697947
Current loss: 6.935527
thresh: 0.950000, max F1: 0.628778
Current loss: 7.776267
thresh: 0.900000, max F1: 0.664134
Current loss: 7.556406
thresh: 0.900000, max F1: 0.668961
Current loss: 7.299250
thresh: 0.950000, max F1: 0.647624
Current loss: 7.746103
thresh: 0.900000, max F1: 0.699607
Current loss: 7.721975
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Current loss: 7.101848
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Current loss: 7.229464
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Current loss: 7.154928
thresh: 0.900000, max F1: 0.670400
Current loss: 7.964318
thresh: 0.750000, max F1: 0.680600
Current loss: 7.652578
thresh: 0.900000, max F1: 0.692135
Current loss: 7.226051
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Current loss: 7.214016
thresh: 0.900000, max F1: 0.638877
Current loss: 7.289052
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Current loss: 7.330541
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Current loss: 7.391951
thresh: 0.900000, max F1: 0.686172
Current loss: 7.694672
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Current loss: 7.552629
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Current loss: 6.732117
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Current loss: 7.463863
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Current loss: 7.571802
thresh: 0.950000, max F1: 0.658208
Current loss: 7.927136
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Current loss: 7.929069
thresh: 0.900000, max F1: 0.686154
Current loss: 7.671952
thresh: 0.950000, max F1: 0.681421
Current loss: 6.678690
thresh: 0.950000, max F1: 0.653218
Current loss: 7.249705
thresh: 0.950000, max F1: 0.682036
Current loss: 7.650426
thresh: 0.800000, max F1: 0.654561
Current loss: 7.701307
thresh: 0.750000, max F1: 0.663449
Current loss: 7.472234
thresh: 0.950000, max F1: 0.668054
Current loss: 7.089696
thresh: 0.950000, max F1: 0.635756
Current loss: 6.913810
thresh: 0.950000, max F1: 0.664092
Current loss: 8.508959
thresh: 0.800000, max F1: 0.707442
Current loss: 7.212660
thresh: 0.900000, max F1: 0.679189
Current loss: 6.919034
thresh: 0.800000, max F1: 0.647770
Current loss: 7.184878
thresh: 0.900000, max F1: 0.649898
Current loss: 7.302349
thresh: 0.950000, max F1: 0.682107
Current loss: 7.414334
thresh: 0.800000, max F1: 0.660422
Current loss: 7.857133
thresh: 0.950000, max F1: 0.703621
Current loss: 7.635591
thresh: 0.800000, max F1: 0.659733
Current loss: 7.918715
thresh: 0.900000, max F1: 0.681807
Current loss: 6.849893
thresh: 0.950000, max F1: 0.652218
Current loss: 7.571025
thresh: 0.950000, max F1: 0.695055
Current loss: 7.121893
thresh: 0.800000, max F1: 0.638824
Current loss: 7.579056
thresh: 0.900000, max F1: 0.688855
Current loss: 7.539862
thresh: 0.950000, max F1: 0.667008
Current loss: 7.064970
thresh: 0.900000, max F1: 0.642700
Current loss: 7.653766
thresh: 0.800000, max F1: 0.666683
Current loss: 7.750526
thresh: 0.950000, max F1: 0.669211
Current loss: 7.403713
thresh: 0.800000, max F1: 0.648322
Current loss: 7.476432
thresh: 0.900000, max F1: 0.691352
Current loss: 7.202442
thresh: 0.950000, max F1: 0.680858
Current loss: 7.827329
thresh: 0.900000, max F1: 0.670180
Current loss: 6.971478
thresh: 0.950000, max F1: 0.636929
Current loss: 6.922577
thresh: 0.950000, max F1: 0.674644
Current loss: 7.537935
thresh: 0.800000, max F1: 0.699828
Current loss: 7.481643
thresh: 0.900000, max F1: 0.676929
Current loss: 7.270492
thresh: 0.950000, max F1: 0.677242
Current loss: 8.157442
thresh: 0.900000, max F1: 0.670040
Current loss: 7.538072
thresh: 0.950000, max F1: 0.666873
Current loss: 7.253723
thresh: 0.950000, max F1: 0.640853
Current loss: 7.262349
thresh: 0.950000, max F1: 0.680305
Current loss: 7.554380
thresh: 0.900000, max F1: 0.697995
Current loss: 7.253076
thresh: 0.950000, max F1: 0.692810
Current loss: 7.489659
thresh: 0.900000, max F1: 0.695001
Current loss: 7.140000
thresh: 0.800000, max F1: 0.642955
Current loss: 6.897140
thresh: 0.950000, max F1: 0.664007
Current loss: 7.860197
thresh: 0.900000, max F1: 0.663534
Current loss: 7.352344
thresh: 0.900000, max F1: 0.662553
Current loss: 7.362624
thresh: 0.900000, max F1: 0.644578
Current loss: 7.444653
thresh: 0.950000, max F1: 0.670233
Current loss: 7.145423
thresh: 0.900000, max F1: 0.663774
Current loss: 7.229375
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Current loss: 7.045517
thresh: 0.900000, max F1: 0.651996
Current loss: 7.409366
thresh: 0.900000, max F1: 0.643480
Current loss: 7.164457
thresh: 0.950000, max F1: 0.631974
Current loss: 7.743143
thresh: 0.950000, max F1: 0.685771
Current loss: 7.684958
thresh: 0.900000, max F1: 0.641540
Current loss: 7.402361
thresh: 0.950000, max F1: 0.726873
Current loss: 7.783042
thresh: 0.900000, max F1: 0.656015
Current loss: 6.824250
thresh: 0.900000, max F1: 0.652217
Current loss: 6.828418
thresh: 0.950000, max F1: 0.622557
Current loss: 7.169341
thresh: 0.950000, max F1: 0.677919
Current loss: 7.262339
thresh: 0.800000, max F1: 0.681506
Current loss: 7.616282
thresh: 0.900000, max F1: 0.662968
Current loss: 6.974901
thresh: 0.900000, max F1: 0.631713
Current loss: 7.378107
thresh: 0.950000, max F1: 0.684778
Current loss: 8.412328
thresh: 0.900000, max F1: 0.694251
Current loss: 7.344537
thresh: 0.800000, max F1: 0.661379
Current loss: 7.571137
thresh: 0.900000, max F1: 0.688984
Current loss: 7.591869
thresh: 0.950000, max F1: 0.659298
Current loss: 7.235095
thresh: 0.800000, max F1: 0.642354
Current loss: 7.547728
thresh: 0.900000, max F1: 0.664931
Current loss: 6.887741
thresh: 0.950000, max F1: 0.637520
Current loss: 7.508058
thresh: 0.900000, max F1: 0.684041
Current loss: 7.424074
thresh: 0.900000, max F1: 0.665438
Current loss: 7.255494
thresh: 0.900000, max F1: 0.666016
Current loss: 7.359349
thresh: 0.900000, max F1: 0.657267
Current loss: 7.520397
thresh: 0.900000, max F1: 0.667632
Current loss: 7.345970
thresh: 0.950000, max F1: 0.706513
Current loss: 7.470907
thresh: 0.900000, max F1: 0.684046
Current loss: 7.214052
thresh: 0.900000, max F1: 0.669214
Current loss: 7.456298
thresh: 0.950000, max F1: 0.674806
Current loss: 7.696845
thresh: 0.900000, max F1: 0.686400
Current loss: 7.714376
thresh: 0.800000, max F1: 0.677429
Current loss: 8.127511
thresh: 0.900000, max F1: 0.681446
Current loss: 7.039816
thresh: 0.900000, max F1: 0.641579
Current loss: 7.885261
thresh: 0.900000, max F1: 0.672168
Current loss: 6.538127
thresh: 0.950000, max F1: 0.647603
Current loss: 8.098232
thresh: 0.800000, max F1: 0.693994
Current loss: 7.333889
thresh: 0.900000, max F1: 0.657631
Current loss: 6.851186
thresh: 0.950000, max F1: 0.650717
Current loss: 7.325735
thresh: 0.950000, max F1: 0.663926
Current loss: 7.632108
thresh: 0.950000, max F1: 0.682646
Current loss: 7.568782
thresh: 0.900000, max F1: 0.649200
Current loss: 7.324830
thresh: 0.950000, max F1: 0.684560
Current loss: 7.661026
thresh: 0.750000, max F1: 0.656568
Current loss: 7.103260
thresh: 0.900000, max F1: 0.655169
Current loss: 7.238212
thresh: 0.900000, max F1: 0.677199
Current loss: 7.283738
thresh: 0.950000, max F1: 0.682187
Current loss: 7.641487
thresh: 0.750000, max F1: 0.639881
Current loss: 7.661824
thresh: 0.900000, max F1: 0.641975
Current loss: 7.301026
thresh: 0.900000, max F1: 0.641545
Current loss: 7.734291
thresh: 0.900000, max F1: 0.660285
Current loss: 7.264770
thresh: 0.950000, max F1: 0.666842
Current loss: 7.365025
thresh: 0.950000, max F1: 0.674211
Current loss: 6.943709
thresh: 0.950000, max F1: 0.662607
Current loss: 7.419441
thresh: 0.950000, max F1: 0.669209
Current loss: 7.715522
thresh: 0.750000, max F1: 0.627939
Current loss: 7.236051
thresh: 0.950000, max F1: 0.696134
Current loss: 7.383745
thresh: 0.950000, max F1: 0.668433
Current loss: 7.581025
thresh: 0.900000, max F1: 0.666762
Current loss: 7.393645
thresh: 0.950000, max F1: 0.646138
Current loss: 7.454738
thresh: 0.900000, max F1: 0.675494
Current loss: 6.905595
thresh: 0.900000, max F1: 0.669139
Current loss: 7.077383
thresh: 0.900000, max F1: 0.680217
Current loss: 6.998428
thresh: 0.900000, max F1: 0.641924
Current loss: 7.073777
thresh: 0.950000, max F1: 0.693201
Current loss: 7.591835
thresh: 0.900000, max F1: 0.679989
Current loss: 6.986794
thresh: 0.950000, max F1: 0.672499
Current loss: 7.453878
thresh: 0.900000, max F1: 0.690322
Current loss: 7.291963
thresh: 0.750000, max F1: 0.657615
Current loss: 7.293597
thresh: 0.900000, max F1: 0.655017
Current loss: 7.459953
thresh: 0.800000, max F1: 0.660775
Current loss: 7.332309
thresh: 0.750000, max F1: 0.649573
Current loss: 6.728142
thresh: 0.900000, max F1: 0.624862
Current loss: 7.893038
thresh: 0.950000, max F1: 0.686303
Current loss: 7.912796
thresh: 0.900000, max F1: 0.676296
Current loss: 7.351289
thresh: 0.950000, max F1: 0.643144
Current loss: 7.273928
thresh: 0.950000, max F1: 0.683223
Current loss: 7.641709
thresh: 0.750000, max F1: 0.647578
Current loss: 7.232496
thresh: 0.900000, max F1: 0.661477
Current loss: 7.417542
thresh: 0.950000, max F1: 0.713965
Current loss: 7.537296
thresh: 0.900000, max F1: 0.665215
Current loss: 7.512292
thresh: 0.900000, max F1: 0.648332
Current loss: 7.607386
thresh: 0.950000, max F1: 0.712779
Entire model epoch loss: 7.607386
Entire model epoch thresh: 0.950000, max F1: 0.712779
Starting epoch 3 / 10
Current loss: 8.088833
thresh: 0.900000, max F1: 0.683631
Current loss: 7.311158
thresh: 0.950000, max F1: 0.662749
Current loss: 7.041632
thresh: 0.950000, max F1: 0.644175
Current loss: 7.445024
thresh: 0.900000, max F1: 0.664486
Current loss: 7.818784
thresh: 0.800000, max F1: 0.651815
Current loss: 6.921160
thresh: 0.950000, max F1: 0.669688
Current loss: 7.838387
thresh: 0.900000, max F1: 0.667304
Current loss: 7.911518
thresh: 0.900000, max F1: 0.681751
Current loss: 7.630972
thresh: 0.950000, max F1: 0.690136
Current loss: 7.031538
thresh: 0.900000, max F1: 0.634466
Current loss: 7.755598
thresh: 0.900000, max F1: 0.667363
Current loss: 7.846102
thresh: 0.900000, max F1: 0.675148
Current loss: 7.505444
thresh: 0.900000, max F1: 0.679039
Current loss: 7.803982
thresh: 0.800000, max F1: 0.689722
Current loss: 8.483983
thresh: 0.750000, max F1: 0.687772
Current loss: 7.530944
thresh: 0.900000, max F1: 0.678736
Current loss: 7.208704
thresh: 0.950000, max F1: 0.693707
Current loss: 7.962701
thresh: 0.900000, max F1: 0.672554
Current loss: 7.575183
thresh: 0.950000, max F1: 0.663092
Current loss: 8.113840
thresh: 0.950000, max F1: 0.688328
Current loss: 7.195403
thresh: 0.800000, max F1: 0.645521
Current loss: 6.998621
thresh: 0.950000, max F1: 0.670379
Current loss: 7.734097
thresh: 0.950000, max F1: 0.697868
Current loss: 7.540655
thresh: 0.900000, max F1: 0.691885
Current loss: 7.588396
thresh: 0.900000, max F1: 0.676462
Current loss: 7.193442
thresh: 0.800000, max F1: 0.653030
Current loss: 7.216422
thresh: 0.950000, max F1: 0.687081
Current loss: 7.295588
thresh: 0.900000, max F1: 0.663796
Current loss: 6.915082
thresh: 0.900000, max F1: 0.656065
Current loss: 7.730084
thresh: 0.900000, max F1: 0.684362
Current loss: 7.142803
thresh: 0.950000, max F1: 0.699062
Current loss: 8.194318
thresh: 0.900000, max F1: 0.697516
Current loss: 7.089608
thresh: 0.950000, max F1: 0.679086
Current loss: 7.474795
thresh: 0.900000, max F1: 0.640006
Current loss: 7.329416
thresh: 0.950000, max F1: 0.650998
Current loss: 6.862123
thresh: 0.950000, max F1: 0.644432
Current loss: 8.070424
thresh: 0.750000, max F1: 0.698639
Current loss: 7.694357
thresh: 0.900000, max F1: 0.657206
Current loss: 7.490304
thresh: 0.900000, max F1: 0.655085
Current loss: 7.468682
thresh: 0.950000, max F1: 0.703592
Current loss: 7.630170
thresh: 0.800000, max F1: 0.660963
Current loss: 7.481553
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Current loss: 7.884920
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Current loss: 6.955343
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Current loss: 6.884161
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Current loss: 7.560230
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Current loss: 7.277697
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Current loss: 7.251925
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Current loss: 7.400740
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Current loss: 7.426950
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Current loss: 7.135314
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Current loss: 6.991725
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Current loss: 6.911638
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Current loss: 7.656876
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Current loss: 7.457826
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Current loss: 6.752643
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Current loss: 6.974095
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Current loss: 7.489833
thresh: 0.950000, max F1: 0.691644
Current loss: 7.309507
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Current loss: 7.356538
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Current loss: 7.540049
thresh: 0.900000, max F1: 0.688236
Current loss: 7.220265
thresh: 0.950000, max F1: 0.662771
Current loss: 7.736933
thresh: 0.900000, max F1: 0.690956
Current loss: 7.180025
thresh: 0.800000, max F1: 0.667405
Current loss: 7.313514
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Current loss: 7.634247
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Current loss: 7.625212
thresh: 0.900000, max F1: 0.665874
Current loss: 7.829830
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Current loss: 6.655614
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Current loss: 7.290331
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Current loss: 8.019861
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Current loss: 7.179240
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Current loss: 7.595025
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Current loss: 7.323789
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Current loss: 7.623895
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Current loss: 7.660344
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Current loss: 6.964227
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Current loss: 7.552351
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Current loss: 7.285536
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Current loss: 7.614249
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Current loss: 7.487112
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Current loss: 7.536819
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Current loss: 7.546250
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Current loss: 8.206018
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Current loss: 7.179667
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Current loss: 7.399366
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Current loss: 7.827410
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Current loss: 7.843010
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Current loss: 7.732082
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Current loss: 7.657932
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Current loss: 7.871173
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Current loss: 7.483517
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Current loss: 7.585949
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Current loss: 7.663904
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Current loss: 7.185027
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Current loss: 7.322584
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Current loss: 7.838446
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Current loss: 7.168127
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Current loss: 7.199533
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Current loss: 7.398210
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Current loss: 7.626359
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Current loss: 7.730180
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Current loss: 7.616770
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Current loss: 7.542451
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Current loss: 7.091458
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Current loss: 7.049897
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Current loss: 7.955600
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Current loss: 7.187384
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Current loss: 7.703692
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Current loss: 7.751598
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Current loss: 7.682095
thresh: 0.800000, max F1: 0.688007
Current loss: 7.571704
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Current loss: 7.621287
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Current loss: 7.089785
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Current loss: 7.183656
thresh: 0.950000, max F1: 0.665646
Current loss: 7.090372
thresh: 0.950000, max F1: 0.670370
Current loss: 7.346781
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Current loss: 7.667799
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Current loss: 7.406190
thresh: 0.950000, max F1: 0.649362
Current loss: 6.895735
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Current loss: 6.958851
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Current loss: 7.493646
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Current loss: 7.734199
thresh: 0.900000, max F1: 0.672724
Current loss: 7.505142
thresh: 0.750000, max F1: 0.620290
Current loss: 7.366785
thresh: 0.950000, max F1: 0.658632
Current loss: 7.153950
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Current loss: 7.503447
thresh: 0.900000, max F1: 0.666676
Current loss: 7.229185
thresh: 0.950000, max F1: 0.665486
Current loss: 7.405873
thresh: 0.950000, max F1: 0.692456
Current loss: 6.987109
thresh: 0.900000, max F1: 0.622050
Current loss: 6.812751
thresh: 0.950000, max F1: 0.662553
Current loss: 7.455092
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Current loss: 7.117259
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Current loss: 7.387533
thresh: 0.950000, max F1: 0.644362
Current loss: 7.274903
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Current loss: 7.521339
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Current loss: 7.023987
thresh: 0.900000, max F1: 0.682814
Current loss: 7.282657
thresh: 0.950000, max F1: 0.702883
Current loss: 7.219482
thresh: 0.950000, max F1: 0.682863
Current loss: 7.180445
thresh: 0.800000, max F1: 0.675505
Current loss: 7.787465
thresh: 0.900000, max F1: 0.698358
Current loss: 7.407392
thresh: 0.900000, max F1: 0.660845
Current loss: 7.387556
thresh: 0.950000, max F1: 0.685207
Current loss: 7.554667
thresh: 0.900000, max F1: 0.636804
Current loss: 7.694690
thresh: 0.900000, max F1: 0.664925
Current loss: 7.035819
thresh: 0.950000, max F1: 0.659884
Current loss: 7.758558
thresh: 0.950000, max F1: 0.691739
Current loss: 7.566992
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Current loss: 7.792176
thresh: 0.900000, max F1: 0.639637
Current loss: 6.953852
thresh: 0.800000, max F1: 0.645241
Current loss: 7.987599
thresh: 0.750000, max F1: 0.683339
Current loss: 7.399402
thresh: 0.900000, max F1: 0.667692
Current loss: 7.286901
thresh: 0.950000, max F1: 0.645477
Current loss: 7.320071
thresh: 0.950000, max F1: 0.668040
Current loss: 7.367006
thresh: 0.950000, max F1: 0.668525
Current loss: 7.478119
thresh: 0.800000, max F1: 0.671347
Current loss: 7.557077
thresh: 0.800000, max F1: 0.649305
Current loss: 7.826278
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Current loss: 7.341444
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Current loss: 7.435454
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Current loss: 8.125752
thresh: 0.950000, max F1: 0.701397
Current loss: 7.271616
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Current loss: 7.421614
thresh: 0.800000, max F1: 0.649893
Current loss: 7.305967
thresh: 0.900000, max F1: 0.660451
Current loss: 7.843966
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Current loss: 6.831783
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Current loss: 7.193392
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Current loss: 7.749061
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Current loss: 7.722140
thresh: 0.950000, max F1: 0.648486
Current loss: 7.562051
thresh: 0.900000, max F1: 0.685196
Current loss: 7.323595
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Current loss: 7.283018
thresh: 0.900000, max F1: 0.665160
Current loss: 7.473537
thresh: 0.900000, max F1: 0.659381
Current loss: 7.328401
thresh: 0.950000, max F1: 0.688756
Current loss: 7.551028
thresh: 0.950000, max F1: 0.692553
Current loss: 7.138123
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Current loss: 7.318134
thresh: 0.950000, max F1: 0.662137
Current loss: 7.802312
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Current loss: 7.548484
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Current loss: 7.331225
thresh: 0.950000, max F1: 0.696691
Current loss: 7.778875
thresh: 0.950000, max F1: 0.687100
Current loss: 7.569162
thresh: 0.900000, max F1: 0.686139
Current loss: 7.201950
thresh: 0.950000, max F1: 0.664270
Current loss: 6.788041
thresh: 0.950000, max F1: 0.645038
Current loss: 7.459743
thresh: 0.950000, max F1: 0.650022
Current loss: 7.251559
thresh: 0.950000, max F1: 0.658429
Current loss: 7.002494
thresh: 0.950000, max F1: 0.626387
Current loss: 7.529181
thresh: 0.950000, max F1: 0.685763
Current loss: 6.893666
thresh: 0.900000, max F1: 0.626065
Current loss: 7.358850
thresh: 0.950000, max F1: 0.634844
Current loss: 7.717855
thresh: 0.950000, max F1: 0.691624
Current loss: 7.383631
thresh: 0.800000, max F1: 0.678323
Current loss: 7.504960
thresh: 0.950000, max F1: 0.700176
Current loss: 7.457097
thresh: 0.900000, max F1: 0.686078
Current loss: 7.491676
thresh: 0.800000, max F1: 0.629111
Current loss: 7.299492
thresh: 0.950000, max F1: 0.669674
Current loss: 7.928051
thresh: 0.800000, max F1: 0.650632
Current loss: 7.497806
thresh: 0.900000, max F1: 0.676603
Current loss: 6.742288
thresh: 0.750000, max F1: 0.623641
Current loss: 7.384109
thresh: 0.950000, max F1: 0.680257
Current loss: 7.231125
thresh: 0.950000, max F1: 0.646395
Current loss: 7.338288
thresh: 0.900000, max F1: 0.646567
Current loss: 6.861757
thresh: 0.950000, max F1: 0.653244
Current loss: 7.484245
thresh: 0.950000, max F1: 0.672442
Current loss: 7.274219
thresh: 0.950000, max F1: 0.664413
Current loss: 7.286652
thresh: 0.950000, max F1: 0.677637
Current loss: 7.288600
thresh: 0.950000, max F1: 0.682356
Current loss: 7.235734
thresh: 0.900000, max F1: 0.649204
Current loss: 6.508591
thresh: 0.950000, max F1: 0.628256
Current loss: 7.410941
thresh: 0.800000, max F1: 0.673078
Current loss: 7.412651
thresh: 0.900000, max F1: 0.681477
Current loss: 7.069485
thresh: 0.950000, max F1: 0.647597
Current loss: 6.864480
thresh: 0.950000, max F1: 0.635531
Current loss: 7.729197
thresh: 0.900000, max F1: 0.668399
Current loss: 7.919967
thresh: 0.800000, max F1: 0.669050
Entire model epoch loss: 7.919967
Entire model epoch thresh: 0.800000, max F1: 0.669050
Starting epoch 4 / 10
Current loss: 7.368963
thresh: 0.950000, max F1: 0.689090
Current loss: 7.583473
thresh: 0.950000, max F1: 0.696644
Current loss: 7.537086
thresh: 0.900000, max F1: 0.679091
Current loss: 7.338164
thresh: 0.950000, max F1: 0.691137
Current loss: 7.469574
thresh: 0.800000, max F1: 0.634743
Current loss: 7.589712
thresh: 0.950000, max F1: 0.670411
Current loss: 6.885937
thresh: 0.950000, max F1: 0.654098
Current loss: 7.574479
thresh: 0.900000, max F1: 0.662441
Current loss: 7.345288
thresh: 0.950000, max F1: 0.677850
Current loss: 7.215838
thresh: 0.950000, max F1: 0.676014
Current loss: 7.764610
thresh: 0.950000, max F1: 0.677961
Current loss: 7.086488
thresh: 0.900000, max F1: 0.621115
Current loss: 7.776479
thresh: 0.800000, max F1: 0.665341
Current loss: 7.526652
thresh: 0.900000, max F1: 0.661214
Current loss: 7.422117
thresh: 0.950000, max F1: 0.688518
Current loss: 7.665765
thresh: 0.900000, max F1: 0.671879
Current loss: 7.201429
thresh: 0.950000, max F1: 0.675825
Current loss: 7.326421
thresh: 0.950000, max F1: 0.648405
Current loss: 7.472804
thresh: 0.800000, max F1: 0.623092
Current loss: 7.334765
thresh: 0.900000, max F1: 0.635463
Current loss: 7.526761
thresh: 0.950000, max F1: 0.658522
Current loss: 6.900436
thresh: 0.950000, max F1: 0.669359
Current loss: 7.547405
thresh: 0.900000, max F1: 0.684979
Current loss: 7.080668
thresh: 0.750000, max F1: 0.634791
Current loss: 7.880166
thresh: 0.950000, max F1: 0.689853
Current loss: 7.695904
thresh: 0.800000, max F1: 0.673631
Current loss: 7.587683
thresh: 0.900000, max F1: 0.717250
Current loss: 8.122282
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Current loss: 6.406058
thresh: 0.950000, max F1: 0.628196
Current loss: 7.309484
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Current loss: 7.779509
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Current loss: 7.185253
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Current loss: 7.686491
thresh: 0.950000, max F1: 0.696353
Current loss: 7.462538
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Current loss: 8.053141
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Current loss: 7.569689
thresh: 0.950000, max F1: 0.680577
Current loss: 7.000074
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Current loss: 7.672782
thresh: 0.950000, max F1: 0.705556
Current loss: 7.444962
thresh: 0.950000, max F1: 0.680774
Current loss: 7.766152
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Current loss: 7.213876
thresh: 0.950000, max F1: 0.665548
Current loss: 7.669508
thresh: 0.900000, max F1: 0.691023
Current loss: 7.554587
thresh: 0.950000, max F1: 0.687177
Current loss: 6.914841
thresh: 0.900000, max F1: 0.658157
Current loss: 7.308921
thresh: 0.900000, max F1: 0.645363
Current loss: 7.675230
thresh: 0.950000, max F1: 0.665140
Current loss: 7.239012
thresh: 0.950000, max F1: 0.690571
Current loss: 7.550569
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Current loss: 7.495340
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Current loss: 7.543427
thresh: 0.950000, max F1: 0.682329
Current loss: 7.297428
thresh: 0.950000, max F1: 0.665957
Current loss: 7.157629
thresh: 0.900000, max F1: 0.668749
Current loss: 7.579730
thresh: 0.950000, max F1: 0.675957
Current loss: 7.123802
thresh: 0.950000, max F1: 0.671375
Current loss: 7.305037
thresh: 0.950000, max F1: 0.653485
Current loss: 7.962741
thresh: 0.800000, max F1: 0.664902
Current loss: 7.491164
thresh: 0.950000, max F1: 0.711223
Current loss: 7.753067
thresh: 0.950000, max F1: 0.680313
Current loss: 7.613646
thresh: 0.900000, max F1: 0.671888
Current loss: 7.326329
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Current loss: 7.123174
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Current loss: 6.955383
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Current loss: 7.797166
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Current loss: 6.931807
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Current loss: 7.041634
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Current loss: 7.877687
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Current loss: 7.360334
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Current loss: 7.143580
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Current loss: 7.174107
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Current loss: 6.886411
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Current loss: 7.491850
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Current loss: 7.563329
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Current loss: 7.691841
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Current loss: 7.790014
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Current loss: 7.329931
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Current loss: 7.895297
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Current loss: 7.236961
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Current loss: 7.714692
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Current loss: 7.357793
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Current loss: 7.536451
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Current loss: 7.668557
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Current loss: 7.412034
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Current loss: 7.664530
thresh: 0.900000, max F1: 0.676692
Current loss: 7.422575
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Current loss: 8.010256
thresh: 0.900000, max F1: 0.677247
Current loss: 7.449627
thresh: 0.900000, max F1: 0.642682
Current loss: 7.268350
thresh: 0.950000, max F1: 0.654355
Current loss: 7.207861
thresh: 0.950000, max F1: 0.687125
Current loss: 7.221924
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Current loss: 7.092404
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Current loss: 7.195214
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Current loss: 7.888986
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Current loss: 7.120510
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Current loss: 7.222088
thresh: 0.950000, max F1: 0.680610
Current loss: 7.424481
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Current loss: 7.413629
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Current loss: 7.701404
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Current loss: 7.101023
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Current loss: 7.996418
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Current loss: 7.354299
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Current loss: 7.583754
thresh: 0.900000, max F1: 0.678927
Current loss: 7.593975
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Current loss: 7.235116
thresh: 0.950000, max F1: 0.665038
Current loss: 7.906017
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Current loss: 6.775738
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Current loss: 7.400794
thresh: 0.950000, max F1: 0.681855
Current loss: 7.208939
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Current loss: 7.395005
thresh: 0.900000, max F1: 0.656596
Current loss: 7.186606
thresh: 0.950000, max F1: 0.681930
Current loss: 7.643341
thresh: 0.800000, max F1: 0.639686
Current loss: 7.707735
thresh: 0.900000, max F1: 0.662906
Current loss: 6.852611
thresh: 0.950000, max F1: 0.649233
Current loss: 7.957898
thresh: 0.900000, max F1: 0.699209
Current loss: 7.821258
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Current loss: 7.302691
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Current loss: 7.931134
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Current loss: 6.872330
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Current loss: 7.065902
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Current loss: 7.404595
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Current loss: 7.560473
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Current loss: 7.220627
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Current loss: 7.791028
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Current loss: 7.841195
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Current loss: 7.102947
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Current loss: 7.889282
thresh: 0.950000, max F1: 0.686936
Current loss: 7.530293
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Current loss: 7.436234
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Current loss: 7.045145
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Current loss: 7.276756
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Current loss: 6.978368
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Current loss: 7.553094
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Current loss: 7.216626
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Current loss: 7.313948
thresh: 0.900000, max F1: 0.640574
Current loss: 7.252553
thresh: 0.950000, max F1: 0.630368
Current loss: 7.485301
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Current loss: 7.448027
thresh: 0.750000, max F1: 0.648186
Current loss: 7.706227
thresh: 0.900000, max F1: 0.657939
Current loss: 7.556092
thresh: 0.950000, max F1: 0.672646
Current loss: 7.525635
thresh: 0.800000, max F1: 0.657177
Current loss: 6.757116
thresh: 0.950000, max F1: 0.678756
Current loss: 7.534273
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Current loss: 7.374102
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Current loss: 7.599435
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Current loss: 7.506852
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Current loss: 7.083033
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Current loss: 7.580537
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Current loss: 7.787764
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Current loss: 7.571048
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Current loss: 7.813432
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Current loss: 7.197867
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Current loss: 7.843945
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Current loss: 7.374074
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Current loss: 7.808641
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Current loss: 7.406811
thresh: 0.950000, max F1: 0.695804
Current loss: 7.345242
thresh: 0.950000, max F1: 0.670400
Current loss: 7.422900
thresh: 0.800000, max F1: 0.631086
Current loss: 7.772924
thresh: 0.800000, max F1: 0.667432
Current loss: 7.766685
thresh: 0.800000, max F1: 0.662885
Current loss: 6.810769
thresh: 0.950000, max F1: 0.668721
Current loss: 7.053330
thresh: 0.900000, max F1: 0.668254
Current loss: 7.565363
thresh: 0.950000, max F1: 0.665142
Current loss: 7.181661
thresh: 0.900000, max F1: 0.606769
Current loss: 7.354951
thresh: 0.900000, max F1: 0.671919
Current loss: 7.796893
thresh: 0.800000, max F1: 0.696878
Current loss: 7.639359
thresh: 0.900000, max F1: 0.672415
Current loss: 6.961863
thresh: 0.900000, max F1: 0.628406
Current loss: 7.641954
thresh: 0.950000, max F1: 0.703276
Current loss: 7.616180
thresh: 0.950000, max F1: 0.670757
Current loss: 6.958635
thresh: 0.900000, max F1: 0.638780
Current loss: 6.820704
thresh: 0.800000, max F1: 0.638112
Current loss: 7.190673
thresh: 0.900000, max F1: 0.655897
Current loss: 7.259352
thresh: 0.950000, max F1: 0.655772
Current loss: 7.276813
thresh: 0.950000, max F1: 0.656002
Current loss: 7.067641
thresh: 0.900000, max F1: 0.660354
Current loss: 7.663518
thresh: 0.900000, max F1: 0.659131
Current loss: 7.756982
thresh: 0.900000, max F1: 0.674929
Current loss: 7.466678
thresh: 0.900000, max F1: 0.681502
Current loss: 7.573585
thresh: 0.900000, max F1: 0.687386
Current loss: 7.272852
thresh: 0.950000, max F1: 0.695485
Current loss: 7.111222
thresh: 0.950000, max F1: 0.662639
Current loss: 7.190511
thresh: 0.950000, max F1: 0.678371
Current loss: 7.373366
thresh: 0.950000, max F1: 0.702160
Current loss: 7.280911
thresh: 0.900000, max F1: 0.665979
Current loss: 6.797383
thresh: 0.950000, max F1: 0.689585
Current loss: 7.325365
thresh: 0.900000, max F1: 0.658618
Current loss: 7.395328
thresh: 0.950000, max F1: 0.681188
Current loss: 7.594797
thresh: 0.800000, max F1: 0.671988
Current loss: 7.524930
thresh: 0.950000, max F1: 0.646016
Current loss: 7.104880
thresh: 0.900000, max F1: 0.646665
Current loss: 7.329237
thresh: 0.950000, max F1: 0.678268
Current loss: 7.185739
thresh: 0.800000, max F1: 0.641694
Current loss: 7.615945
thresh: 0.950000, max F1: 0.672455
Current loss: 7.665745
thresh: 0.900000, max F1: 0.677005
Current loss: 7.517151
thresh: 0.950000, max F1: 0.686688
Current loss: 7.635082
thresh: 0.950000, max F1: 0.685478
Current loss: 7.758343
thresh: 0.800000, max F1: 0.689353
Current loss: 7.046475
thresh: 0.950000, max F1: 0.671100
Current loss: 7.388166
thresh: 0.950000, max F1: 0.678204
Current loss: 7.715623
thresh: 0.950000, max F1: 0.655952
Current loss: 7.631319
thresh: 0.950000, max F1: 0.668955
Current loss: 7.688841
thresh: 0.900000, max F1: 0.685991
Current loss: 7.304756
thresh: 0.900000, max F1: 0.647053
Current loss: 7.917121
thresh: 0.800000, max F1: 0.665583
Current loss: 7.500955
thresh: 0.950000, max F1: 0.690232
Current loss: 6.892785
thresh: 0.950000, max F1: 0.658330
Current loss: 7.735293
thresh: 0.900000, max F1: 0.683229
Current loss: 7.138556
thresh: 0.900000, max F1: 0.661858
Current loss: 7.269673
thresh: 0.950000, max F1: 0.642629
Current loss: 7.329144
thresh: 0.750000, max F1: 0.663063
Current loss: 7.880279
thresh: 0.900000, max F1: 0.675888
Current loss: 7.395064
thresh: 0.900000, max F1: 0.650691
Current loss: 7.467334
thresh: 0.900000, max F1: 0.664152
Current loss: 7.896413
thresh: 0.800000, max F1: 0.686873
Current loss: 7.489240
thresh: 0.750000, max F1: 0.667720
Current loss: 7.150873
thresh: 0.900000, max F1: 0.651834
Current loss: 7.032367
thresh: 0.950000, max F1: 0.657828
Current loss: 7.603074
thresh: 0.950000, max F1: 0.670133
Current loss: 7.288845
thresh: 0.950000, max F1: 0.649373
Current loss: 7.391518
thresh: 0.800000, max F1: 0.671372
Current loss: 8.217842
thresh: 0.800000, max F1: 0.699495
Current loss: 7.392780
thresh: 0.800000, max F1: 0.629636
Current loss: 6.783879
thresh: 0.950000, max F1: 0.664267
Current loss: 7.669072
thresh: 0.900000, max F1: 0.659513
Current loss: 7.508646
thresh: 0.900000, max F1: 0.697802
Current loss: 7.694386
thresh: 0.900000, max F1: 0.651274
Current loss: 7.092920
thresh: 0.950000, max F1: 0.644102
Current loss: 7.207407
thresh: 0.900000, max F1: 0.648678
Current loss: 7.479457
thresh: 0.950000, max F1: 0.682309
Current loss: 6.967685
thresh: 0.950000, max F1: 0.681526
Current loss: 7.168427
thresh: 0.900000, max F1: 0.678910
Current loss: 7.225698
thresh: 0.900000, max F1: 0.647695
Current loss: 7.664402
thresh: 0.900000, max F1: 0.663349
Current loss: 6.960566
thresh: 0.950000, max F1: 0.650437
Current loss: 7.499163
thresh: 0.900000, max F1: 0.684292
Current loss: 7.794780
thresh: 0.900000, max F1: 0.681313
Current loss: 7.281708
thresh: 0.950000, max F1: 0.665219
Current loss: 7.692084
thresh: 0.900000, max F1: 0.676723
Entire model epoch loss: 7.692084
Entire model epoch thresh: 0.900000, max F1: 0.676723
Starting epoch 5 / 10
Current loss: 7.782663
thresh: 0.950000, max F1: 0.674865
Current loss: 7.239120
thresh: 0.950000, max F1: 0.672859
Current loss: 7.316252
thresh: 0.950000, max F1: 0.640534
Current loss: 7.346783
thresh: 0.900000, max F1: 0.689216
Current loss: 7.428417
thresh: 0.950000, max F1: 0.635938
Current loss: 7.886815
thresh: 0.900000, max F1: 0.693981
Current loss: 7.265563
thresh: 0.950000, max F1: 0.685228
Current loss: 7.166818
thresh: 0.950000, max F1: 0.673052
Current loss: 6.998837
thresh: 0.950000, max F1: 0.665087
Current loss: 8.088004
thresh: 0.950000, max F1: 0.695661
Current loss: 7.400696
thresh: 0.800000, max F1: 0.671871
Current loss: 7.416435
thresh: 0.800000, max F1: 0.655345
Current loss: 7.366369
thresh: 0.900000, max F1: 0.648079
Current loss: 7.258174
thresh: 0.950000, max F1: 0.656210
Current loss: 7.033089
thresh: 0.950000, max F1: 0.658106
Current loss: 7.975353
thresh: 0.750000, max F1: 0.658180
Current loss: 7.751563
thresh: 0.800000, max F1: 0.642244
Current loss: 7.470908
thresh: 0.950000, max F1: 0.669404
Current loss: 7.635023
thresh: 0.900000, max F1: 0.702674
Current loss: 7.454809
thresh: 0.950000, max F1: 0.657492
Current loss: 7.480955
thresh: 0.900000, max F1: 0.670029
Current loss: 7.029254
thresh: 0.950000, max F1: 0.667538
Current loss: 7.094625
thresh: 0.900000, max F1: 0.673569
Current loss: 7.344224
thresh: 0.950000, max F1: 0.656709
Current loss: 7.454585
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Current loss: 7.135871
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Current loss: 7.188099
thresh: 0.950000, max F1: 0.663482
Current loss: 6.830482
thresh: 0.950000, max F1: 0.701441
Current loss: 7.463487
thresh: 0.950000, max F1: 0.677472
Current loss: 7.468692
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Current loss: 7.194304
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Current loss: 7.967314
thresh: 0.950000, max F1: 0.674155
Current loss: 8.412741
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Current loss: 7.485933
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Current loss: 7.771849
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Current loss: 7.224134
thresh: 0.750000, max F1: 0.630651
Current loss: 7.481740
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Current loss: 7.597188
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Current loss: 7.438735
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Current loss: 7.496819
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Current loss: 7.324684
thresh: 0.800000, max F1: 0.618367
Current loss: 7.899158
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Current loss: 7.862940
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Current loss: 7.332771
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Current loss: 7.683916
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Current loss: 7.305620
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Current loss: 7.089203
thresh: 0.900000, max F1: 0.641915
Current loss: 7.123900
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Current loss: 7.376629
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Current loss: 7.901540
thresh: 0.800000, max F1: 0.644388
Current loss: 7.820554
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Current loss: 7.540583
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Current loss: 7.177374
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Current loss: 7.356032
thresh: 0.950000, max F1: 0.660893
Current loss: 7.906990
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Current loss: 7.617054
thresh: 0.950000, max F1: 0.670643
Current loss: 7.169355
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Current loss: 7.371528
thresh: 0.950000, max F1: 0.661796
Current loss: 7.302712
thresh: 0.800000, max F1: 0.671630
Current loss: 7.090179
thresh: 0.950000, max F1: 0.631032
Current loss: 7.455590
thresh: 0.950000, max F1: 0.675768
Current loss: 7.201381
thresh: 0.900000, max F1: 0.669219
Current loss: 7.743098
thresh: 0.900000, max F1: 0.671121
Current loss: 7.623878
thresh: 0.800000, max F1: 0.688524
Current loss: 7.224387
thresh: 0.900000, max F1: 0.664039
Current loss: 7.484024
thresh: 0.950000, max F1: 0.695311
Current loss: 6.911441
thresh: 0.900000, max F1: 0.641217
Current loss: 7.408057
thresh: 0.950000, max F1: 0.682274
Current loss: 7.680771
thresh: 0.950000, max F1: 0.686320
Current loss: 7.197216
thresh: 0.950000, max F1: 0.684869
Current loss: 7.574062
thresh: 0.950000, max F1: 0.692493
Current loss: 7.161399
thresh: 0.900000, max F1: 0.658399
Current loss: 7.538916
thresh: 0.950000, max F1: 0.678643
Current loss: 7.157744
thresh: 0.950000, max F1: 0.681768
Current loss: 7.362549
thresh: 0.900000, max F1: 0.667404
Current loss: 7.022338
thresh: 0.950000, max F1: 0.690476
Current loss: 7.590348
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Current loss: 7.289118
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Current loss: 7.231528
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Current loss: 7.975837
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Current loss: 7.068365
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Current loss: 7.182583
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Current loss: 7.861036
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Current loss: 7.184888
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Current loss: 7.546264
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Current loss: 7.232998
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Current loss: 7.344418
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Current loss: 7.123503
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Current loss: 7.253313
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Current loss: 7.812215
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Current loss: 7.429130
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Current loss: 7.493185
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Current loss: 7.366765
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Current loss: 7.317461
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Current loss: 7.310585
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Current loss: 7.701037
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Current loss: 7.344981
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Current loss: 8.134365
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Current loss: 7.214272
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Current loss: 7.449875
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Current loss: 7.132232
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Current loss: 7.672279
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Current loss: 7.312121
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Current loss: 7.657386
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Current loss: 7.200737
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Current loss: 7.744735
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Current loss: 7.512858
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Current loss: 7.453082
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Current loss: 7.296006
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Current loss: 7.717152
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Current loss: 7.482279
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Current loss: 6.650198
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Current loss: 7.403759
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Current loss: 7.424973
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Current loss: 7.414150
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Current loss: 8.227455
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Current loss: 7.283682
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Current loss: 7.581210
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Current loss: 6.781994
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Current loss: 7.493487
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Current loss: 7.071732
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Current loss: 6.936412
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Current loss: 7.369081
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Current loss: 7.187908
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Current loss: 6.926683
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Current loss: 7.248762
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Current loss: 7.192263
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Current loss: 7.642052
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Current loss: 7.479339
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Current loss: 7.421115
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Current loss: 7.671344
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Current loss: 7.718246
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Current loss: 7.209552
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Current loss: 7.498314
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Current loss: 7.940485
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Current loss: 7.862924
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Current loss: 7.697567
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Current loss: 7.784750
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Current loss: 7.524037
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Current loss: 7.568435
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Current loss: 7.698822
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Current loss: 7.126402
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Current loss: 7.573841
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Current loss: 7.582901
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Current loss: 7.610492
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Current loss: 7.615296
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Current loss: 7.087696
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Current loss: 7.590117
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Current loss: 7.801699
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Current loss: 7.561790
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Current loss: 7.484877
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Current loss: 7.608153
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Current loss: 6.968117
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Current loss: 7.145199
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Current loss: 7.349632
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Current loss: 7.536110
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Current loss: 7.107145
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Current loss: 7.619977
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Current loss: 7.627747
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Current loss: 7.211537
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Current loss: 7.532342
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Current loss: 7.351482
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Current loss: 7.143410
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Current loss: 7.788425
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Current loss: 7.926376
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Current loss: 7.353956
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Current loss: 7.009150
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Current loss: 7.364662
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Current loss: 7.160813
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Current loss: 6.838514
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Current loss: 7.334626
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Current loss: 7.264234
thresh: 0.950000, max F1: 0.639062
Current loss: 7.247213
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Current loss: 7.126256
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Current loss: 7.462646
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Current loss: 7.400463
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Current loss: 7.497514
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Current loss: 7.258919
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Current loss: 7.081205
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Current loss: 7.805770
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Current loss: 7.701338
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Current loss: 7.214972
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Current loss: 7.238834
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Current loss: 7.546264
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Current loss: 7.469540
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Current loss: 7.709347
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Current loss: 7.303868
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Current loss: 7.311529
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Current loss: 7.388411
thresh: 0.800000, max F1: 0.654437
Current loss: 7.186752
thresh: 0.950000, max F1: 0.670596
Current loss: 7.368876
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Current loss: 7.544058
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Current loss: 7.798357
thresh: 0.950000, max F1: 0.682111
Current loss: 7.030272
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Current loss: 6.863587
thresh: 0.950000, max F1: 0.627172
Current loss: 7.476257
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Current loss: 7.483415
thresh: 0.950000, max F1: 0.715744
Current loss: 7.362434
thresh: 0.900000, max F1: 0.658084
Current loss: 7.860653
thresh: 0.800000, max F1: 0.660296
Current loss: 7.302964
thresh: 0.950000, max F1: 0.667502
Current loss: 7.472946
thresh: 0.950000, max F1: 0.686264
Current loss: 6.885415
thresh: 0.950000, max F1: 0.680261
Current loss: 6.894804
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Current loss: 7.275107
thresh: 0.900000, max F1: 0.659132
Current loss: 7.093218
thresh: 0.950000, max F1: 0.643994
Current loss: 7.498492
thresh: 0.900000, max F1: 0.660800
Current loss: 7.761814
thresh: 0.900000, max F1: 0.680952
Current loss: 7.167784
thresh: 0.950000, max F1: 0.641366
Current loss: 7.542962
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Current loss: 7.314107
thresh: 0.950000, max F1: 0.674926
Current loss: 7.612980
thresh: 0.950000, max F1: 0.669366
Current loss: 6.988668
thresh: 0.900000, max F1: 0.647252
Current loss: 7.788989
thresh: 0.800000, max F1: 0.666387
Current loss: 7.385079
thresh: 0.900000, max F1: 0.661521
Current loss: 7.265726
thresh: 0.950000, max F1: 0.686807
Current loss: 7.716603
thresh: 0.950000, max F1: 0.686760
Current loss: 7.269189
thresh: 0.950000, max F1: 0.655708
Current loss: 7.527897
thresh: 0.900000, max F1: 0.673069
Current loss: 7.521989
thresh: 0.900000, max F1: 0.659798
Current loss: 7.341810
thresh: 0.950000, max F1: 0.657845
Current loss: 7.188686
thresh: 0.950000, max F1: 0.686031
Current loss: 7.475193
thresh: 0.950000, max F1: 0.634543
Current loss: 7.365643
thresh: 0.950000, max F1: 0.663570
Current loss: 7.452878
thresh: 0.950000, max F1: 0.663020
Current loss: 7.414364
thresh: 0.900000, max F1: 0.672943
Current loss: 7.553031
thresh: 0.800000, max F1: 0.676480
Current loss: 7.572996
thresh: 0.800000, max F1: 0.679648
Current loss: 7.210541
thresh: 0.950000, max F1: 0.649563
Current loss: 7.220104
thresh: 0.950000, max F1: 0.684672
Current loss: 7.648738
thresh: 0.800000, max F1: 0.678820
Current loss: 7.280925
thresh: 0.900000, max F1: 0.669117
Entire model epoch loss: 7.280925
Entire model epoch thresh: 0.900000, max F1: 0.669117
Starting epoch 6 / 10
Current loss: 7.666528
thresh: 0.800000, max F1: 0.662897
Current loss: 8.096623
thresh: 0.800000, max F1: 0.701215
Current loss: 7.215593
thresh: 0.900000, max F1: 0.666957
Current loss: 7.178169
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Current loss: 6.829152
thresh: 0.950000, max F1: 0.641851
Current loss: 7.552130
thresh: 0.950000, max F1: 0.664602
Current loss: 7.742129
thresh: 0.900000, max F1: 0.688131
Current loss: 7.494267
thresh: 0.800000, max F1: 0.635634
Current loss: 7.654907
thresh: 0.900000, max F1: 0.685999
Current loss: 7.667146
thresh: 0.950000, max F1: 0.651248
Current loss: 7.884362
thresh: 0.950000, max F1: 0.671950
Current loss: 7.672931
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Current loss: 7.211366
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Current loss: 7.661584
thresh: 0.800000, max F1: 0.677880
Current loss: 7.742648
thresh: 0.900000, max F1: 0.662099
Current loss: 7.316847
thresh: 0.950000, max F1: 0.672798
Current loss: 7.477371
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Current loss: 7.361749
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Current loss: 7.255406
thresh: 0.900000, max F1: 0.645281
Current loss: 7.776937
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Current loss: 7.545900
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Current loss: 7.125764
thresh: 0.950000, max F1: 0.699864
Current loss: 7.448848
thresh: 0.950000, max F1: 0.695357
Current loss: 7.067961
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Current loss: 7.756179
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Current loss: 7.676721
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Current loss: 7.446023
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Current loss: 6.579461
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Current loss: 7.287167
thresh: 0.900000, max F1: 0.689117
Current loss: 7.239744
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Current loss: 6.990595
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Current loss: 7.375275
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Current loss: 7.093567
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Current loss: 7.444665
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Current loss: 7.284492
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Current loss: 7.005997
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Current loss: 7.253329
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Current loss: 6.840336
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Current loss: 7.284741
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Current loss: 7.796346
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Current loss: 7.386650
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Current loss: 7.418464
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Current loss: 7.659431
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Current loss: 7.275339
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Current loss: 7.558856
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Current loss: 7.849472
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Current loss: 6.980615
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Current loss: 7.273975
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Current loss: 7.956822
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Current loss: 7.249922
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Current loss: 7.666010
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Current loss: 7.236222
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Current loss: 7.753896
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Current loss: 7.461546
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Current loss: 7.377842
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Current loss: 7.229119
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Current loss: 7.819454
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Current loss: 7.217909
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Current loss: 7.437444
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Current loss: 7.356658
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Current loss: 7.165470
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Current loss: 7.448064
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Current loss: 7.785511
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Current loss: 7.576150
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Current loss: 7.106459
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Current loss: 7.719607
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Current loss: 7.543840
thresh: 0.750000, max F1: 0.676770
Current loss: 7.403617
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Current loss: 7.769567
thresh: 0.950000, max F1: 0.688240
Current loss: 7.432046
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Current loss: 7.389848
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Current loss: 7.156171
thresh: 0.950000, max F1: 0.648967
Current loss: 6.900167
thresh: 0.900000, max F1: 0.659796
Current loss: 7.724798
thresh: 0.950000, max F1: 0.690132
Current loss: 7.463610
thresh: 0.950000, max F1: 0.656553
Current loss: 7.450179
thresh: 0.950000, max F1: 0.684696
Current loss: 7.022508
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Current loss: 7.470296
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Current loss: 7.544067
thresh: 0.950000, max F1: 0.668309
Current loss: 6.946619
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Current loss: 7.653790
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Current loss: 7.048805
thresh: 0.950000, max F1: 0.668406
Current loss: 7.336226
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Current loss: 7.497736
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Current loss: 7.391487
thresh: 0.750000, max F1: 0.642996
Current loss: 7.569042
thresh: 0.800000, max F1: 0.655273
Current loss: 7.451507
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Current loss: 7.523430
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Current loss: 7.604850
thresh: 0.900000, max F1: 0.699783
Current loss: 7.240673
thresh: 0.900000, max F1: 0.627656
Current loss: 7.265452
thresh: 0.950000, max F1: 0.659374
Current loss: 7.264303
thresh: 0.900000, max F1: 0.658913
Current loss: 7.675652
thresh: 0.900000, max F1: 0.683102
Current loss: 7.775954
thresh: 0.750000, max F1: 0.664077
Current loss: 7.050575
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Current loss: 7.843641
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Current loss: 7.653811
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Current loss: 7.046815
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Current loss: 7.669136
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Current loss: 7.622598
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Current loss: 8.192667
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Current loss: 7.665710
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Current loss: 8.058157
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Current loss: 7.050728
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Current loss: 8.045899
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Current loss: 7.040221
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Current loss: 7.793086
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Current loss: 7.868718
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Current loss: 7.360106
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Current loss: 7.109721
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Current loss: 7.317882
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Current loss: 7.104537
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Current loss: 7.174313
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Current loss: 7.602986
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Current loss: 7.335287
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Current loss: 7.603098
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Current loss: 8.306804
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Current loss: 7.304203
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Current loss: 6.685862
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Current loss: 7.516150
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Current loss: 7.422500
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Current loss: 7.339855
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Current loss: 7.096772
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Current loss: 6.798460
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Current loss: 7.415249
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Current loss: 7.228677
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Current loss: 7.465592
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Current loss: 7.832612
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Current loss: 7.349712
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Current loss: 7.694534
thresh: 0.750000, max F1: 0.663067
Current loss: 7.803712
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Current loss: 7.045275
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Current loss: 7.889679
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Current loss: 8.195895
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Current loss: 7.401288
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Current loss: 6.996589
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Current loss: 7.973163
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Current loss: 7.419532
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Current loss: 7.598858
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Current loss: 7.494976
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Current loss: 7.684912
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Current loss: 7.256221
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Current loss: 7.722559
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Current loss: 6.562781
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Current loss: 7.045959
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Current loss: 7.282757
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Current loss: 7.260860
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Current loss: 7.501576
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Current loss: 7.690271
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Current loss: 7.578897
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Current loss: 7.211437
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Current loss: 7.357726
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Current loss: 7.191745
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Current loss: 7.546518
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Current loss: 7.116465
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Current loss: 7.203161
thresh: 0.950000, max F1: 0.673999
Current loss: 6.983627
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Current loss: 7.027607
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Current loss: 7.756656
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Current loss: 7.360995
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Current loss: 7.557013
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Current loss: 7.371679
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Current loss: 7.074479
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Current loss: 7.600946
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Current loss: 7.124020
thresh: 0.950000, max F1: 0.668201
Current loss: 7.520190
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Current loss: 6.994560
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Current loss: 7.392411
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Current loss: 7.380686
thresh: 0.750000, max F1: 0.639252
Current loss: 7.336919
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Current loss: 7.272383
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Current loss: 7.454029
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Current loss: 7.325156
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Current loss: 7.464757
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Current loss: 7.941639
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Current loss: 7.239395
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Current loss: 7.592879
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Current loss: 7.717835
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Current loss: 7.578847
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Current loss: 7.295959
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Current loss: 7.199487
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Current loss: 7.043284
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Current loss: 7.077402
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Current loss: 7.373209
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Current loss: 6.942972
thresh: 0.900000, max F1: 0.651030
Current loss: 8.039529
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Current loss: 7.283169
thresh: 0.800000, max F1: 0.657498
Current loss: 7.241396
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Current loss: 7.841664
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Current loss: 7.162339
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Current loss: 7.432694
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Current loss: 7.319444
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Current loss: 7.594255
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Current loss: 7.499918
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Current loss: 7.155492
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Current loss: 7.406373
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Current loss: 7.637540
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Current loss: 7.566273
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Current loss: 7.265371
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Current loss: 7.543963
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Current loss: 6.733521
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Current loss: 7.014399
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Current loss: 7.346976
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Current loss: 7.297296
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Current loss: 7.904464
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Current loss: 7.255978
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Current loss: 6.952663
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Current loss: 7.325697
thresh: 0.950000, max F1: 0.639201
Current loss: 7.896068
thresh: 0.750000, max F1: 0.680629
Current loss: 7.186003
thresh: 0.950000, max F1: 0.686531
Current loss: 7.659520
thresh: 0.900000, max F1: 0.672116
Current loss: 7.696809
thresh: 0.800000, max F1: 0.668342
Current loss: 7.302067
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Current loss: 7.583982
thresh: 0.950000, max F1: 0.712936
Current loss: 7.406493
thresh: 0.900000, max F1: 0.644312
Current loss: 7.506603
thresh: 0.950000, max F1: 0.689566
Current loss: 7.355854
thresh: 0.950000, max F1: 0.688235
Current loss: 7.673253
thresh: 0.950000, max F1: 0.691218
Current loss: 7.401508
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Current loss: 6.932607
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Current loss: 7.818151
thresh: 0.950000, max F1: 0.665504
Current loss: 7.407336
thresh: 0.950000, max F1: 0.658491
Current loss: 7.069450
thresh: 0.950000, max F1: 0.670550
Current loss: 7.705408
thresh: 0.900000, max F1: 0.680502
Current loss: 7.000890
thresh: 0.950000, max F1: 0.650384
Current loss: 7.001536
thresh: 0.900000, max F1: 0.663300
Current loss: 7.750434
thresh: 0.950000, max F1: 0.686076
Current loss: 7.567859
thresh: 0.800000, max F1: 0.692245
Current loss: 7.483682
thresh: 0.950000, max F1: 0.684329
Current loss: 7.554109
thresh: 0.900000, max F1: 0.672534
Current loss: 7.424745
thresh: 0.950000, max F1: 0.656213
Current loss: 7.975918
thresh: 0.900000, max F1: 0.677478
Current loss: 7.588399
thresh: 0.800000, max F1: 0.654654
Current loss: 7.353812
thresh: 0.900000, max F1: 0.656060
Current loss: 7.153089
thresh: 0.950000, max F1: 0.669961
Current loss: 7.229801
thresh: 0.950000, max F1: 0.644542
Current loss: 7.029762
thresh: 0.950000, max F1: 0.652393
Current loss: 7.089570
thresh: 0.950000, max F1: 0.649043
Current loss: 7.013119
thresh: 0.950000, max F1: 0.657322
Current loss: 7.187237
thresh: 0.900000, max F1: 0.659177
Current loss: 7.804083
thresh: 0.950000, max F1: 0.682767
Current loss: 7.311056
thresh: 0.950000, max F1: 0.670894
Current loss: 7.070723
thresh: 0.950000, max F1: 0.630241
Current loss: 7.930505
thresh: 0.900000, max F1: 0.656375
Current loss: 7.247217
thresh: 0.900000, max F1: 0.666961
Current loss: 7.139121
thresh: 0.950000, max F1: 0.668502
Current loss: 7.829452
thresh: 0.950000, max F1: 0.714801
Current loss: 7.394115
thresh: 0.900000, max F1: 0.687302
Current loss: 7.790441
thresh: 0.950000, max F1: 0.672991
Current loss: 7.447332
thresh: 0.750000, max F1: 0.675571
Current loss: 7.314133
thresh: 0.950000, max F1: 0.687408
Current loss: 7.416286
thresh: 0.950000, max F1: 0.683736
Current loss: 7.510167
thresh: 0.900000, max F1: 0.677028
Current loss: 7.476953
thresh: 0.950000, max F1: 0.682796
Current loss: 7.123520
thresh: 0.900000, max F1: 0.648152
Current loss: 7.330192
thresh: 0.900000, max F1: 0.639012
Entire model epoch loss: 7.330192
Entire model epoch thresh: 0.900000, max F1: 0.639012
Starting epoch 7 / 10
Current loss: 7.577504
thresh: 0.950000, max F1: 0.663355
Current loss: 7.309280
thresh: 0.950000, max F1: 0.662538
Current loss: 7.852803
thresh: 0.900000, max F1: 0.673738
Current loss: 7.991565
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Current loss: 7.452071
thresh: 0.950000, max F1: 0.696118
Current loss: 7.564746
thresh: 0.950000, max F1: 0.700278
Current loss: 8.228410
thresh: 0.900000, max F1: 0.706625
Current loss: 7.039107
thresh: 0.950000, max F1: 0.634664
Current loss: 7.662013
thresh: 0.950000, max F1: 0.670984
Current loss: 7.065001
thresh: 0.950000, max F1: 0.679535
Current loss: 6.929448
thresh: 0.950000, max F1: 0.647384
Current loss: 7.616103
thresh: 0.950000, max F1: 0.687070
Current loss: 7.420108
thresh: 0.900000, max F1: 0.655695
Current loss: 7.130579
thresh: 0.800000, max F1: 0.614101
Current loss: 7.599686
thresh: 0.900000, max F1: 0.677499
Current loss: 7.087721
thresh: 0.950000, max F1: 0.651179
Current loss: 7.702631
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Current loss: 7.469119
thresh: 0.900000, max F1: 0.688736
Current loss: 7.741577
thresh: 0.900000, max F1: 0.700825
Current loss: 7.145473
thresh: 0.950000, max F1: 0.666976
Current loss: 7.341892
thresh: 0.950000, max F1: 0.679556
Current loss: 7.564825
thresh: 0.800000, max F1: 0.674830
Current loss: 7.372752
thresh: 0.950000, max F1: 0.683319
Current loss: 7.524042
thresh: 0.800000, max F1: 0.642255
Current loss: 7.647466
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Current loss: 7.419618
thresh: 0.950000, max F1: 0.680252
Current loss: 7.799520
thresh: 0.800000, max F1: 0.679036
Current loss: 6.798321
thresh: 0.950000, max F1: 0.690379
Current loss: 7.058030
thresh: 0.950000, max F1: 0.679088
Current loss: 6.917048
thresh: 0.950000, max F1: 0.656249
Current loss: 7.403582
thresh: 0.900000, max F1: 0.675509
Current loss: 7.660608
thresh: 0.900000, max F1: 0.701855
Current loss: 7.548912
thresh: 0.950000, max F1: 0.698179
Current loss: 6.711193
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Current loss: 7.897993
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Current loss: 7.392302
thresh: 0.950000, max F1: 0.674624
Current loss: 6.844877
thresh: 0.900000, max F1: 0.668790
Current loss: 7.301293
thresh: 0.950000, max F1: 0.634117
Current loss: 7.479430
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Current loss: 7.497258
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Current loss: 7.025115
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Current loss: 7.617301
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Current loss: 7.428293
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Current loss: 7.157245
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Current loss: 7.547906
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Current loss: 7.687638
thresh: 0.800000, max F1: 0.668281
Current loss: 7.653312
thresh: 0.950000, max F1: 0.668950
Current loss: 7.086627
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Current loss: 7.346402
thresh: 0.900000, max F1: 0.653364
Current loss: 7.848904
thresh: 0.900000, max F1: 0.666008
Current loss: 7.920603
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Current loss: 7.459710
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Current loss: 7.786595
thresh: 0.750000, max F1: 0.669413
Current loss: 7.507037
thresh: 0.900000, max F1: 0.668336
Current loss: 7.858232
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Current loss: 7.471048
thresh: 0.950000, max F1: 0.667299
Current loss: 7.580564
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Current loss: 7.621014
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Current loss: 7.332407
thresh: 0.950000, max F1: 0.609265
Current loss: 6.840315
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Current loss: 7.062859
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Current loss: 7.586835
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Current loss: 7.974358
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Current loss: 7.946346
thresh: 0.950000, max F1: 0.695926
Current loss: 8.138724
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Current loss: 7.180401
thresh: 0.800000, max F1: 0.634379
Current loss: 7.427696
thresh: 0.950000, max F1: 0.656022
Current loss: 7.280866
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Current loss: 7.620804
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Current loss: 7.205360
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Current loss: 7.630511
thresh: 0.900000, max F1: 0.668982
Current loss: 7.482508
thresh: 0.800000, max F1: 0.634334
Current loss: 7.324342
thresh: 0.950000, max F1: 0.672624
Current loss: 7.349492
thresh: 0.950000, max F1: 0.628146
Current loss: 7.710533
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Current loss: 7.740606
thresh: 0.950000, max F1: 0.688968
Current loss: 7.625203
thresh: 0.800000, max F1: 0.685204
Current loss: 7.703714
thresh: 0.950000, max F1: 0.661167
Current loss: 7.337310
thresh: 0.950000, max F1: 0.658182
Current loss: 7.399392
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Current loss: 7.690751
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Current loss: 7.173178
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Current loss: 7.722967
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Current loss: 7.506402
thresh: 0.800000, max F1: 0.657530
Current loss: 7.554348
thresh: 0.750000, max F1: 0.671164
Current loss: 6.991959
thresh: 0.950000, max F1: 0.640464
Current loss: 7.593175
thresh: 0.900000, max F1: 0.671398
Current loss: 7.544106
thresh: 0.900000, max F1: 0.687379
Current loss: 7.727726
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Current loss: 7.147256
thresh: 0.950000, max F1: 0.674568
Current loss: 7.943086
thresh: 0.950000, max F1: 0.711575
Current loss: 7.278753
thresh: 0.950000, max F1: 0.677038
Current loss: 6.822251
thresh: 0.950000, max F1: 0.649944
Current loss: 7.062600
thresh: 0.800000, max F1: 0.621302
Current loss: 7.587876
thresh: 0.950000, max F1: 0.674528
Current loss: 7.251275
thresh: 0.900000, max F1: 0.648469
Current loss: 7.734922
thresh: 0.900000, max F1: 0.685985
Current loss: 7.990407
thresh: 0.900000, max F1: 0.676427
Current loss: 7.451807
thresh: 0.900000, max F1: 0.691865
Current loss: 7.711069
thresh: 0.900000, max F1: 0.713282
Current loss: 7.073103
thresh: 0.900000, max F1: 0.652798
Current loss: 7.493458
thresh: 0.800000, max F1: 0.678065
Current loss: 7.362312
thresh: 0.950000, max F1: 0.711567
Current loss: 7.065718
thresh: 0.900000, max F1: 0.653005
Current loss: 7.704442
thresh: 0.750000, max F1: 0.661825
Current loss: 7.138402
thresh: 0.950000, max F1: 0.649669
Current loss: 7.526826
thresh: 0.900000, max F1: 0.680168
Current loss: 7.851869
thresh: 0.900000, max F1: 0.693290
Current loss: 7.155512
thresh: 0.950000, max F1: 0.633199
Current loss: 7.637290
thresh: 0.750000, max F1: 0.631304
Current loss: 7.006433
thresh: 0.900000, max F1: 0.633906
Current loss: 7.185428
thresh: 0.900000, max F1: 0.652359
Current loss: 7.628131
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Current loss: 7.898217
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Current loss: 7.263658
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Current loss: 7.699815
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Current loss: 6.540207
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Current loss: 7.038244
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Current loss: 7.377712
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Current loss: 8.012593
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Current loss: 7.246896
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Current loss: 7.187701
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Current loss: 7.374816
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Current loss: 7.243782
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Current loss: 7.150406
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Current loss: 7.120906
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Current loss: 7.335271
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Current loss: 7.303196
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Current loss: 6.957511
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Current loss: 7.255025
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Current loss: 7.314340
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Current loss: 8.385664
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Current loss: 7.134293
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Current loss: 7.318960
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Current loss: 7.366951
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Current loss: 7.379079
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Current loss: 6.839933
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Current loss: 7.438320
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Current loss: 7.683548
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Current loss: 7.059715
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Current loss: 8.038780
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Current loss: 7.090173
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Current loss: 7.130375
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Current loss: 7.605824
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Current loss: 7.593282
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Current loss: 7.760146
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Current loss: 7.556133
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Current loss: 7.940295
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Current loss: 7.665791
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Current loss: 7.445272
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Current loss: 7.388453
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Current loss: 7.523257
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Current loss: 7.500562
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Current loss: 7.092802
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Current loss: 7.562016
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Current loss: 7.570719
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Current loss: 7.427782
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Current loss: 6.901237
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Current loss: 7.739741
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Current loss: 7.249965
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Current loss: 7.449735
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Current loss: 7.444602
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Current loss: 7.433300
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Current loss: 7.846321
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Current loss: 7.608240
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Current loss: 7.686661
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Current loss: 7.289570
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Current loss: 7.577936
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Current loss: 7.501993
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Current loss: 7.479691
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Current loss: 7.400658
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Current loss: 7.848957
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Current loss: 7.501485
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Current loss: 6.618202
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Current loss: 7.285072
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Current loss: 6.954299
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Current loss: 7.698196
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Current loss: 7.061042
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Current loss: 7.206457
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Current loss: 7.721004
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Current loss: 8.047355
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Current loss: 7.142239
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Current loss: 8.071214
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Current loss: 7.732021
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Current loss: 6.908960
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Current loss: 6.991467
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Current loss: 7.277309
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Current loss: 7.303537
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Current loss: 7.674361
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Current loss: 7.388712
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Current loss: 7.355073
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Current loss: 7.288565
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Current loss: 7.839529
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Current loss: 7.542861
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Current loss: 7.295115
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Current loss: 7.364776
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Current loss: 7.477021
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Current loss: 7.178553
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Current loss: 7.598175
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Current loss: 7.246315
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Current loss: 7.340844
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Current loss: 7.749584
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Current loss: 7.366569
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Current loss: 7.149322
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Current loss: 7.493358
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Current loss: 7.675869
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Current loss: 7.165166
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Current loss: 7.127170
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Current loss: 7.233440
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Current loss: 7.713243
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Current loss: 7.080732
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Current loss: 7.734474
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Current loss: 7.116755
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Current loss: 7.792708
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Current loss: 7.689404
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Current loss: 7.187276
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Current loss: 7.377079
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Current loss: 7.437378
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Current loss: 7.012251
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Current loss: 7.876620
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Current loss: 7.133071
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Current loss: 7.408847
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Current loss: 7.587287
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Current loss: 7.187780
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Current loss: 7.044979
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Current loss: 7.036335
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Current loss: 7.473143
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Current loss: 7.640085
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Current loss: 7.257861
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Current loss: 7.602770
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Current loss: 7.778739
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Current loss: 7.240492
thresh: 0.900000, max F1: 0.670818
Current loss: 7.586121
thresh: 0.950000, max F1: 0.702409
Current loss: 7.216953
thresh: 0.950000, max F1: 0.684080
Current loss: 7.818151
thresh: 0.950000, max F1: 0.697833
Current loss: 7.435899
thresh: 0.900000, max F1: 0.676583
Current loss: 6.800842
thresh: 0.950000, max F1: 0.633038
Current loss: 6.970774
thresh: 0.950000, max F1: 0.644719
Current loss: 6.936755
thresh: 0.800000, max F1: 0.607691
Current loss: 7.402911
thresh: 0.900000, max F1: 0.690527
Current loss: 7.239520
thresh: 0.950000, max F1: 0.621442
Current loss: 7.536547
thresh: 0.950000, max F1: 0.706260
Current loss: 7.187221
thresh: 0.950000, max F1: 0.661519
Current loss: 7.482764
thresh: 0.750000, max F1: 0.661761
Current loss: 7.506957
thresh: 0.900000, max F1: 0.677383
Current loss: 7.316767
thresh: 0.950000, max F1: 0.675654
Current loss: 7.082110
thresh: 0.900000, max F1: 0.660318
Current loss: 7.109071
thresh: 0.950000, max F1: 0.659694
Current loss: 7.766231
thresh: 0.900000, max F1: 0.684387
Current loss: 6.878297
thresh: 0.900000, max F1: 0.629488
Current loss: 7.766525
thresh: 0.950000, max F1: 0.690987
Current loss: 7.363981
thresh: 0.950000, max F1: 0.672395
Current loss: 7.443140
thresh: 0.900000, max F1: 0.706416
Current loss: 7.375647
thresh: 0.900000, max F1: 0.650629
Current loss: 7.407481
thresh: 0.950000, max F1: 0.692115
Current loss: 6.659827
thresh: 0.900000, max F1: 0.659582
Current loss: 7.046515
thresh: 0.900000, max F1: 0.645589
Current loss: 7.051248
thresh: 0.950000, max F1: 0.646838
Current loss: 7.787035
thresh: 0.950000, max F1: 0.675620
Current loss: 7.462577
thresh: 0.900000, max F1: 0.656811
Current loss: 8.122980
thresh: 0.900000, max F1: 0.667760
Current loss: 6.962515
thresh: 0.950000, max F1: 0.658542
Current loss: 6.687554
thresh: 0.900000, max F1: 0.628437
Current loss: 7.151518
thresh: 0.950000, max F1: 0.681383
Current loss: 7.182304
thresh: 0.950000, max F1: 0.678715
Entire model epoch loss: 7.182304
Entire model epoch thresh: 0.950000, max F1: 0.678715
Starting epoch 8 / 10
Current loss: 7.828684
thresh: 0.900000, max F1: 0.679829
Current loss: 7.216932
thresh: 0.950000, max F1: 0.693899
Current loss: 7.723686
thresh: 0.950000, max F1: 0.669842
Current loss: 7.198305
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Current loss: 7.384232
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Current loss: 7.351452
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Current loss: 7.868117
thresh: 0.950000, max F1: 0.683314
Current loss: 8.185230
thresh: 0.800000, max F1: 0.666195
Current loss: 7.563135
thresh: 0.900000, max F1: 0.686742
Current loss: 7.234627
thresh: 0.950000, max F1: 0.655150
Current loss: 7.362357
thresh: 0.950000, max F1: 0.658447
Current loss: 7.492454
thresh: 0.900000, max F1: 0.667226
Current loss: 7.331369
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Current loss: 7.628637
thresh: 0.950000, max F1: 0.668452
Current loss: 7.958553
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Current loss: 7.500276
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Current loss: 7.358644
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Current loss: 7.425392
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Current loss: 7.258117
thresh: 0.950000, max F1: 0.645114
Current loss: 7.784994
thresh: 0.900000, max F1: 0.676290
Current loss: 7.486860
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Current loss: 7.020299
thresh: 0.950000, max F1: 0.657387
Current loss: 7.491240
thresh: 0.950000, max F1: 0.680480
Current loss: 7.723041
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Current loss: 8.155369
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Current loss: 7.561808
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Current loss: 7.180861
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Current loss: 7.060740
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Current loss: 7.135691
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Current loss: 7.572474
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Current loss: 7.628323
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Current loss: 7.435428
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Current loss: 7.336468
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Current loss: 7.744730
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Current loss: 7.411800
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Current loss: 7.472701
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Current loss: 7.457434
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Current loss: 7.286327
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Current loss: 7.262095
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Current loss: 7.463487
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Current loss: 6.765794
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Current loss: 7.204043
thresh: 0.750000, max F1: 0.657957
Current loss: 7.154699
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Current loss: 7.731612
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Current loss: 7.610658
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Current loss: 7.445834
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Current loss: 7.299055
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Current loss: 7.885973
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Current loss: 7.617208
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Current loss: 6.876543
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Current loss: 6.940230
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Current loss: 7.104055
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Current loss: 7.650973
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Current loss: 7.179211
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Current loss: 7.476534
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Current loss: 7.717178
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Current loss: 7.021371
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Current loss: 7.003416
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Current loss: 7.503229
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Current loss: 7.583811
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Current loss: 7.342660
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Current loss: 7.027152
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Current loss: 7.232027
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Current loss: 7.659363
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Current loss: 7.487560
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Current loss: 7.234106
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Current loss: 7.487574
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Current loss: 7.285144
thresh: 0.950000, max F1: 0.661403
Current loss: 7.527143
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Current loss: 6.839328
thresh: 0.950000, max F1: 0.655324
Current loss: 7.460373
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Current loss: 7.709387
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Current loss: 7.362987
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Current loss: 7.416744
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Current loss: 7.432841
thresh: 0.950000, max F1: 0.711169
Current loss: 7.758060
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Current loss: 7.571592
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Current loss: 8.236988
thresh: 0.750000, max F1: 0.688748
Current loss: 7.494651
thresh: 0.950000, max F1: 0.665391
Current loss: 7.367838
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Current loss: 6.855279
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Current loss: 7.115324
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Current loss: 7.428506
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Current loss: 7.598525
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Current loss: 7.504056
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Current loss: 7.419822
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Current loss: 6.946401
thresh: 0.950000, max F1: 0.655526
Current loss: 7.684608
thresh: 0.750000, max F1: 0.671914
Current loss: 6.955390
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Current loss: 7.835963
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Current loss: 7.798850
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Current loss: 7.342225
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Current loss: 7.574239
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Current loss: 7.693569
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Current loss: 7.298273
thresh: 0.950000, max F1: 0.669640
Current loss: 7.710837
thresh: 0.800000, max F1: 0.669300
Current loss: 6.928815
thresh: 0.900000, max F1: 0.631980
Current loss: 7.709977
thresh: 0.950000, max F1: 0.687382
Current loss: 7.665470
thresh: 0.950000, max F1: 0.678803
Current loss: 7.856839
thresh: 0.800000, max F1: 0.677857
Current loss: 7.140457
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Current loss: 6.816056
thresh: 0.950000, max F1: 0.653978
Current loss: 7.649878
thresh: 0.750000, max F1: 0.663698
Current loss: 7.340531
thresh: 0.950000, max F1: 0.652960
Current loss: 7.431999
thresh: 0.900000, max F1: 0.644554
Current loss: 7.142420
thresh: 0.950000, max F1: 0.655872
Current loss: 7.441339
thresh: 0.950000, max F1: 0.654517
Current loss: 7.346869
thresh: 0.900000, max F1: 0.663472
Current loss: 6.867754
thresh: 0.900000, max F1: 0.622931
Current loss: 7.123876
thresh: 0.950000, max F1: 0.673754
Current loss: 7.693979
thresh: 0.800000, max F1: 0.657395
Current loss: 7.186046
thresh: 0.900000, max F1: 0.691423
Current loss: 7.539517
thresh: 0.950000, max F1: 0.704579
Current loss: 6.948469
thresh: 0.950000, max F1: 0.646105
Current loss: 7.457510
thresh: 0.950000, max F1: 0.665747
Current loss: 7.644718
thresh: 0.900000, max F1: 0.664052
Current loss: 7.319677
thresh: 0.950000, max F1: 0.695180
Current loss: 7.366395
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Current loss: 7.594119
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Current loss: 7.434365
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Current loss: 7.747703
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Current loss: 7.516872
thresh: 0.750000, max F1: 0.658655
Current loss: 6.685651
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Current loss: 7.339774
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Current loss: 7.618379
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Current loss: 7.520609
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Current loss: 7.277604
thresh: 0.950000, max F1: 0.682721
Current loss: 7.584649
thresh: 0.900000, max F1: 0.704873
Current loss: 7.330656
thresh: 0.950000, max F1: 0.715476
Current loss: 7.632569
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Current loss: 6.946095
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Current loss: 7.619352
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Current loss: 7.457258
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Current loss: 7.512484
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Current loss: 7.178624
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Current loss: 7.107428
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Current loss: 7.588881
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Current loss: 7.397113
thresh: 0.800000, max F1: 0.643974
Current loss: 7.548652
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Current loss: 7.705236
thresh: 0.900000, max F1: 0.686152
Current loss: 7.536989
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Current loss: 7.699028
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Current loss: 7.235669
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Current loss: 7.917649
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Current loss: 7.528532
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Current loss: 7.318888
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Current loss: 7.856665
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Current loss: 7.692968
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Current loss: 7.666868
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Current loss: 7.074614
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Current loss: 6.981530
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Current loss: 7.231285
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Current loss: 7.070970
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Current loss: 6.971198
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Current loss: 7.234489
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Current loss: 7.340296
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Current loss: 7.231191
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Current loss: 7.490881
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Current loss: 7.367610
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Current loss: 7.404028
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Current loss: 7.577659
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Current loss: 7.552625
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Current loss: 7.582305
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Current loss: 7.182570
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Current loss: 7.423680
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Current loss: 7.160355
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Current loss: 7.171294
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Current loss: 7.446266
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Current loss: 8.008477
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Current loss: 7.708277
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Current loss: 7.178970
thresh: 0.950000, max F1: 0.689145
Current loss: 8.125785
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Current loss: 7.219646
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Current loss: 7.614882
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Current loss: 8.042847
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Current loss: 7.733829
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Current loss: 7.433908
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Current loss: 7.150756
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Current loss: 7.801766
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Current loss: 7.659801
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Current loss: 7.516813
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Current loss: 7.605794
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Current loss: 7.572648
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Current loss: 6.886395
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Current loss: 7.295640
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Current loss: 7.237562
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Current loss: 7.641821
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Current loss: 7.362912
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Current loss: 8.166271
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Current loss: 7.351705
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Current loss: 7.288066
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Current loss: 7.325248
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Current loss: 7.107580
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Current loss: 7.586487
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Current loss: 7.646119
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Current loss: 7.524781
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Current loss: 7.759309
thresh: 0.950000, max F1: 0.666015
Current loss: 8.004457
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Current loss: 6.899203
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Current loss: 7.619088
thresh: 0.800000, max F1: 0.673557
Current loss: 7.111560
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Current loss: 7.962893
thresh: 0.800000, max F1: 0.675247
Current loss: 7.316212
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Current loss: 7.727797
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Current loss: 7.265908
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Current loss: 7.350136
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Current loss: 7.564867
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Current loss: 7.120872
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Current loss: 7.642701
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Current loss: 7.624122
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Current loss: 6.879685
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Current loss: 7.112767
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Current loss: 7.780441
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Current loss: 7.503868
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Current loss: 7.113977
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Current loss: 7.355674
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Current loss: 7.302412
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Current loss: 7.473435
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Current loss: 7.509791
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Current loss: 7.523240
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Current loss: 7.558620
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Current loss: 7.230715
thresh: 0.950000, max F1: 0.665562
Current loss: 6.973784
thresh: 0.950000, max F1: 0.682179
Current loss: 7.150457
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Current loss: 7.723164
thresh: 0.750000, max F1: 0.662800
Current loss: 7.116578
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Current loss: 7.544465
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Current loss: 7.100885
thresh: 0.900000, max F1: 0.661144
Current loss: 7.071998
thresh: 0.900000, max F1: 0.635635
Current loss: 6.497258
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Current loss: 6.957229
thresh: 0.950000, max F1: 0.671200
Current loss: 8.015752
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Current loss: 7.817198
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Current loss: 7.550559
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Current loss: 7.094790
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Current loss: 7.508154
thresh: 0.950000, max F1: 0.668193
Current loss: 7.022264
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Current loss: 6.802548
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Current loss: 7.097579
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Current loss: 7.336711
thresh: 0.950000, max F1: 0.661308
Current loss: 7.086753
thresh: 0.950000, max F1: 0.682234
Current loss: 7.473096
thresh: 0.900000, max F1: 0.677184
Current loss: 7.482758
thresh: 0.900000, max F1: 0.690120
Current loss: 7.361750
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Current loss: 7.090445
thresh: 0.950000, max F1: 0.682415
Current loss: 7.623871
thresh: 0.900000, max F1: 0.679382
Current loss: 7.074456
thresh: 0.950000, max F1: 0.661077
Current loss: 7.205627
thresh: 0.950000, max F1: 0.609057
Current loss: 7.603666
thresh: 0.800000, max F1: 0.670405
Current loss: 7.468906
thresh: 0.900000, max F1: 0.691674
Current loss: 7.725906
thresh: 0.950000, max F1: 0.677702
Current loss: 6.988983
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Current loss: 7.750733
thresh: 0.950000, max F1: 0.680585
Current loss: 7.356573
thresh: 0.800000, max F1: 0.644682
Current loss: 7.467677
thresh: 0.950000, max F1: 0.687310
Current loss: 7.143157
thresh: 0.900000, max F1: 0.671185
Current loss: 7.486024
thresh: 0.900000, max F1: 0.681970
Current loss: 7.595735
thresh: 0.900000, max F1: 0.668693
Current loss: 7.406990
thresh: 0.750000, max F1: 0.658012
Current loss: 7.529202
thresh: 0.950000, max F1: 0.651251
Current loss: 7.407554
thresh: 0.950000, max F1: 0.657933
Current loss: 7.272041
thresh: 0.900000, max F1: 0.661113
Current loss: 7.318971
thresh: 0.800000, max F1: 0.641422
Current loss: 7.304603
thresh: 0.950000, max F1: 0.672780
Current loss: 6.849675
thresh: 0.950000, max F1: 0.652920
Current loss: 7.717539
thresh: 0.900000, max F1: 0.692493
Current loss: 7.692046
thresh: 0.900000, max F1: 0.694149
Current loss: 7.168419
thresh: 0.950000, max F1: 0.625534
Current loss: 7.601398
thresh: 0.950000, max F1: 0.694569
Current loss: 7.636812
thresh: 0.900000, max F1: 0.707958
Entire model epoch loss: 7.636812
Entire model epoch thresh: 0.900000, max F1: 0.707958
Starting epoch 9 / 10
Current loss: 7.379267
thresh: 0.950000, max F1: 0.668537
Current loss: 7.289787
thresh: 0.900000, max F1: 0.660003
Current loss: 7.638611
thresh: 0.900000, max F1: 0.657689
Current loss: 7.701510
thresh: 0.950000, max F1: 0.678457
Current loss: 7.472251
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Current loss: 7.423735
thresh: 0.900000, max F1: 0.662126
Current loss: 7.476393
thresh: 0.900000, max F1: 0.686335
Current loss: 8.018195
thresh: 0.900000, max F1: 0.714057
Current loss: 7.315276
thresh: 0.950000, max F1: 0.697292
Current loss: 7.339009
thresh: 0.950000, max F1: 0.636859
Current loss: 7.432162
thresh: 0.900000, max F1: 0.677781
Current loss: 7.356718
thresh: 0.900000, max F1: 0.654463
Current loss: 7.729788
thresh: 0.900000, max F1: 0.682235
Current loss: 7.583534
thresh: 0.950000, max F1: 0.680406
Current loss: 7.511053
thresh: 0.950000, max F1: 0.678809
Current loss: 7.157020
thresh: 0.900000, max F1: 0.638547
Current loss: 6.967295
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Current loss: 7.367395
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Current loss: 7.269003
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Current loss: 7.192544
thresh: 0.950000, max F1: 0.667183
Current loss: 7.884751
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Current loss: 8.014336
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Current loss: 7.163338
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Current loss: 7.606346
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Current loss: 7.295767
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Current loss: 7.152211
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Current loss: 7.453442
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Current loss: 7.173310
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Current loss: 7.280405
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Current loss: 6.975526
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Current loss: 7.867062
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Current loss: 7.563671
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Current loss: 7.194837
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Current loss: 7.737684
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Current loss: 7.503462
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Current loss: 7.598104
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Current loss: 6.922379
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Current loss: 7.610178
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Current loss: 7.639789
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Current loss: 7.641135
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Current loss: 7.649681
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Current loss: 7.578420
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Current loss: 7.607297
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Current loss: 7.126988
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Current loss: 6.880294
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Current loss: 7.553072
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Current loss: 7.786624
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Current loss: 7.155689
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Current loss: 7.317102
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Current loss: 7.295528
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Current loss: 7.355702
thresh: 0.900000, max F1: 0.678069
Current loss: 7.764922
thresh: 0.950000, max F1: 0.684696
Current loss: 7.673536
thresh: 0.950000, max F1: 0.682138
Current loss: 7.828855
thresh: 0.800000, max F1: 0.668098
Current loss: 7.556828
thresh: 0.900000, max F1: 0.656692
Current loss: 7.174510
thresh: 0.750000, max F1: 0.629171
Current loss: 8.342387
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Current loss: 7.410345
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Current loss: 7.741269
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Current loss: 7.720641
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Current loss: 7.155961
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Current loss: 7.369087
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Current loss: 7.706367
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Current loss: 7.538502
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Current loss: 7.403825
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Current loss: 7.092222
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Current loss: 7.687084
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Current loss: 7.278037
thresh: 0.950000, max F1: 0.698245
Current loss: 7.757205
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Current loss: 8.183578
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Current loss: 7.088717
thresh: 0.950000, max F1: 0.659505
Current loss: 7.067183
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Current loss: 7.376727
thresh: 0.800000, max F1: 0.656421
Current loss: 6.996262
thresh: 0.950000, max F1: 0.661846
Current loss: 8.398376
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Current loss: 7.303468
thresh: 0.950000, max F1: 0.669141
Current loss: 7.536819
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Current loss: 7.560282
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Current loss: 7.556907
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Current loss: 7.674014
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Current loss: 7.349333
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Current loss: 7.596123
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Current loss: 7.831908
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Current loss: 7.203841
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Current loss: 7.737705
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Current loss: 7.615677
thresh: 0.950000, max F1: 0.685025
Current loss: 7.488557
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Current loss: 7.575161
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Current loss: 7.708167
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Current loss: 7.484735
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Current loss: 7.015015
thresh: 0.950000, max F1: 0.632595
Current loss: 7.556541
thresh: 0.950000, max F1: 0.672051
Current loss: 7.302776
thresh: 0.950000, max F1: 0.689270
Current loss: 7.705898
thresh: 0.950000, max F1: 0.678841
Current loss: 7.415635
thresh: 0.950000, max F1: 0.659151
Current loss: 7.998549
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Current loss: 7.400671
thresh: 0.950000, max F1: 0.685058
Current loss: 7.081465
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Current loss: 7.150739
thresh: 0.950000, max F1: 0.691942
Current loss: 7.948230
thresh: 0.900000, max F1: 0.683292
Current loss: 7.407622
thresh: 0.900000, max F1: 0.680131
Current loss: 7.322311
thresh: 0.950000, max F1: 0.646117
Current loss: 6.650568
thresh: 0.950000, max F1: 0.661639
Current loss: 7.357601
thresh: 0.900000, max F1: 0.670269
Current loss: 7.181960
thresh: 0.950000, max F1: 0.657371
Current loss: 6.958232
thresh: 0.950000, max F1: 0.678989
Current loss: 7.091794
thresh: 0.750000, max F1: 0.629256
Current loss: 7.340618
thresh: 0.950000, max F1: 0.675913
Current loss: 7.373110
thresh: 0.950000, max F1: 0.657846
Current loss: 6.948759
thresh: 0.950000, max F1: 0.654287
Current loss: 7.328536
thresh: 0.800000, max F1: 0.633606
Current loss: 7.259266
thresh: 0.950000, max F1: 0.638828
Current loss: 7.188573
thresh: 0.950000, max F1: 0.661813
Current loss: 7.563178
thresh: 0.750000, max F1: 0.653518
Current loss: 7.287313
thresh: 0.900000, max F1: 0.690126
Current loss: 7.516858
thresh: 0.950000, max F1: 0.688795
Current loss: 7.615163
thresh: 0.800000, max F1: 0.670896
Current loss: 7.789382
thresh: 0.950000, max F1: 0.704194
Current loss: 7.239045
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Current loss: 7.316350
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Current loss: 7.076407
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Current loss: 7.599655
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Current loss: 7.675395
thresh: 0.800000, max F1: 0.669355
Current loss: 7.007152
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Current loss: 7.524124
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Current loss: 7.177471
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Current loss: 7.582295
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Current loss: 7.172870
thresh: 0.900000, max F1: 0.638344
Current loss: 7.192171
thresh: 0.950000, max F1: 0.652954
Current loss: 6.930811
thresh: 0.900000, max F1: 0.646796
Current loss: 6.980708
thresh: 0.950000, max F1: 0.676309
Current loss: 7.414248
thresh: 0.900000, max F1: 0.702761
Current loss: 7.029860
thresh: 0.950000, max F1: 0.647024
Current loss: 7.019225
thresh: 0.950000, max F1: 0.653466
Current loss: 7.859254
thresh: 0.950000, max F1: 0.681566
Current loss: 7.740981
thresh: 0.950000, max F1: 0.653452
Current loss: 7.255355
thresh: 0.950000, max F1: 0.644948
Current loss: 7.402809
thresh: 0.800000, max F1: 0.629295
Current loss: 7.661386
thresh: 0.900000, max F1: 0.672283
Current loss: 8.091302
thresh: 0.750000, max F1: 0.674812
Current loss: 7.552406
thresh: 0.950000, max F1: 0.645871
Current loss: 7.513711
thresh: 0.900000, max F1: 0.680023
Current loss: 7.164263
thresh: 0.900000, max F1: 0.643170
Current loss: 7.665633
thresh: 0.950000, max F1: 0.682155
Current loss: 7.218616
thresh: 0.950000, max F1: 0.693886
Current loss: 7.875917
thresh: 0.900000, max F1: 0.684122
Current loss: 7.562086
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Current loss: 7.261961
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Current loss: 7.383155
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Current loss: 8.022908
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Current loss: 7.392606
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Current loss: 7.646823
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Current loss: 7.662167
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Current loss: 7.627357
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Current loss: 7.394612
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Current loss: 7.249802
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Current loss: 6.945651
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Current loss: 6.952223
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Current loss: 7.541637
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Current loss: 7.178854
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Current loss: 7.462117
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Current loss: 7.340756
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Current loss: 6.703205
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Current loss: 7.549938
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Current loss: 7.367947
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Current loss: 7.595093
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Current loss: 7.424358
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Current loss: 7.244237
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Current loss: 7.757818
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Current loss: 7.776104
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Current loss: 7.059525
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Current loss: 7.840845
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Current loss: 7.360168
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Current loss: 8.067481
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Current loss: 6.980729
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Current loss: 6.920258
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Current loss: 7.575780
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Current loss: 6.905180
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Current loss: 7.256800
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Current loss: 7.712233
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Current loss: 7.399650
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Current loss: 6.451936
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Current loss: 7.381027
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Current loss: 7.717135
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Current loss: 7.397085
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Current loss: 7.353521
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Current loss: 7.761076
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Current loss: 7.955641
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Current loss: 6.758832
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Current loss: 7.256993
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Current loss: 6.951065
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Current loss: 7.441709
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Current loss: 7.275563
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Current loss: 7.193712
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Current loss: 7.351190
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Current loss: 8.007616
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Current loss: 7.415544
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Current loss: 7.631200
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Current loss: 7.355755
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Current loss: 7.175793
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Current loss: 7.967946
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Current loss: 7.647892
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Current loss: 7.367271
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Current loss: 6.885091
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Current loss: 6.690817
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Current loss: 6.976243
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Current loss: 7.261252
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Current loss: 7.179047
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Current loss: 7.598532
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Current loss: 7.474302
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Current loss: 6.898598
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Current loss: 7.447684
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Current loss: 7.798152
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Current loss: 7.665591
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Current loss: 7.631059
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Current loss: 7.637689
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Current loss: 7.003000
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Current loss: 7.287372
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Current loss: 7.028637
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Current loss: 7.098776
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Current loss: 7.611442
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Current loss: 7.075329
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Current loss: 8.163754
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Current loss: 7.727739
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Current loss: 7.569262
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Current loss: 7.607501
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Current loss: 7.617381
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Current loss: 6.979796
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Current loss: 7.226998
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Current loss: 6.768428
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Current loss: 7.140985
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Current loss: 7.145000
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Current loss: 6.989542
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Current loss: 8.315189
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Current loss: 7.727180
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Current loss: 7.311165
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Current loss: 7.721509
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Current loss: 7.615013
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Current loss: 7.167509
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Current loss: 7.290177
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Current loss: 6.729640
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Current loss: 7.638010
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Current loss: 7.751314
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Current loss: 7.144255
thresh: 0.950000, max F1: 0.643151
Current loss: 7.464474
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Current loss: 7.624519
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Current loss: 7.416358
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Current loss: 7.609806
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Current loss: 6.473908
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Current loss: 7.677468
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Current loss: 7.329503
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Current loss: 7.777151
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Current loss: 8.101587
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Current loss: 7.183644
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Current loss: 7.093957
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Current loss: 7.525053
thresh: 0.900000, max F1: 0.627341
Current loss: 7.002761
thresh: 0.950000, max F1: 0.655404
Current loss: 7.353229
thresh: 0.950000, max F1: 0.651268
Current loss: 7.748017
thresh: 0.900000, max F1: 0.670726
Entire model epoch loss: 7.748017
Entire model epoch thresh: 0.900000, max F1: 0.670726
Starting epoch 10 / 10
Current loss: 7.541450
thresh: 0.950000, max F1: 0.704585
Current loss: 7.228972
thresh: 0.900000, max F1: 0.678961
Current loss: 7.843705
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Current loss: 7.523859
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Current loss: 7.480720
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Current loss: 7.514867
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Current loss: 7.214183
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Current loss: 7.616560
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Current loss: 7.749028
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Current loss: 7.461736
thresh: 0.950000, max F1: 0.680344
Current loss: 7.345316
thresh: 0.950000, max F1: 0.700362
Current loss: 7.656362
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Current loss: 7.419961
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Current loss: 7.600450
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Current loss: 6.871942
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Current loss: 7.660723
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Current loss: 7.820318
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Current loss: 7.188419
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Current loss: 7.276248
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Current loss: 7.768540
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Current loss: 7.417041
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Current loss: 7.078581
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Current loss: 7.764217
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Current loss: 7.926207
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Current loss: 7.321461
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Current loss: 7.483129
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Current loss: 7.251616
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Current loss: 7.552765
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Current loss: 7.480275
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Current loss: 7.422585
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Current loss: 6.853788
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Current loss: 7.113100
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Current loss: 7.589352
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Current loss: 7.256660
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Current loss: 7.595982
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Current loss: 7.186912
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Current loss: 7.208381
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Current loss: 8.004958
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Current loss: 6.985222
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Current loss: 6.984204
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Current loss: 7.851284
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Current loss: 7.511064
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Current loss: 7.574275
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Current loss: 7.426367
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Current loss: 7.470235
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Current loss: 7.882216
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Current loss: 7.166929
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Current loss: 7.509305
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Current loss: 7.504883
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Current loss: 6.985495
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Current loss: 7.270765
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Current loss: 7.792577
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Current loss: 7.173360
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Current loss: 7.266842
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Current loss: 7.680780
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Current loss: 7.471452
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Current loss: 7.291469
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Current loss: 6.953222
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Current loss: 7.649317
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Current loss: 7.634287
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Current loss: 7.882793
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Current loss: 7.533040
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Current loss: 7.216860
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Current loss: 7.317094
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Current loss: 7.159742
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Current loss: 7.431379
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Current loss: 7.464742
thresh: 0.750000, max F1: 0.673017
Current loss: 7.507554
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Current loss: 7.324234
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Current loss: 6.869740
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Current loss: 7.284257
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Current loss: 7.378951
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Current loss: 6.893300
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Current loss: 7.404156
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Current loss: 7.523008
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Current loss: 8.005311
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Current loss: 7.156450
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Current loss: 7.611398
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Current loss: 8.224364
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Current loss: 7.481219
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Current loss: 7.328749
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Current loss: 7.325031
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Current loss: 7.074048
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Current loss: 7.549720
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Current loss: 7.449626
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Current loss: 7.791526
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Current loss: 7.636099
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Current loss: 7.793904
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Current loss: 7.296667
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Current loss: 7.070354
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Current loss: 7.586149
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Current loss: 7.284854
thresh: 0.900000, max F1: 0.632275
Current loss: 7.530371
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Current loss: 7.203259
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Current loss: 7.312272
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Current loss: 7.726589
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Current loss: 7.397765
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Current loss: 7.585775
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Current loss: 7.464449
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Current loss: 7.300619
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Current loss: 7.477882
thresh: 0.950000, max F1: 0.678818
Current loss: 7.261090
thresh: 0.950000, max F1: 0.699757
Current loss: 7.613857
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Current loss: 7.457843
thresh: 0.950000, max F1: 0.673220
Current loss: 7.348465
thresh: 0.950000, max F1: 0.673232
Current loss: 7.684425
thresh: 0.900000, max F1: 0.667581
Current loss: 6.709339
thresh: 0.950000, max F1: 0.655293
Current loss: 6.990427
thresh: 0.950000, max F1: 0.686951
Current loss: 7.815598
thresh: 0.900000, max F1: 0.653786
Current loss: 7.169456
thresh: 0.950000, max F1: 0.651028
Current loss: 7.270416
thresh: 0.950000, max F1: 0.680136
Current loss: 7.604234
thresh: 0.800000, max F1: 0.661760
Current loss: 7.691849
thresh: 0.950000, max F1: 0.694798
Current loss: 8.083672
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Current loss: 7.739470
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Current loss: 7.678267
thresh: 0.950000, max F1: 0.684719
Current loss: 7.293711
thresh: 0.900000, max F1: 0.659628
Current loss: 7.384358
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Current loss: 7.667461
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Current loss: 7.825749
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Current loss: 6.897169
thresh: 0.950000, max F1: 0.646168
Current loss: 7.625459
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Current loss: 8.044955
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Current loss: 7.616327
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Current loss: 7.648844
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Current loss: 7.795537
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Current loss: 7.724185
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Current loss: 8.531279
thresh: 0.750000, max F1: 0.696927
Current loss: 7.200598
thresh: 0.800000, max F1: 0.663800
Current loss: 7.263535
thresh: 0.950000, max F1: 0.638125
Current loss: 7.213690
thresh: 0.900000, max F1: 0.633971
Current loss: 7.186199
thresh: 0.750000, max F1: 0.620018
Current loss: 7.613180
thresh: 0.950000, max F1: 0.712096
Current loss: 7.864847
thresh: 0.800000, max F1: 0.703901
Current loss: 7.145377
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Current loss: 7.705275
thresh: 0.900000, max F1: 0.689506
Current loss: 7.204103
thresh: 0.900000, max F1: 0.632580
Current loss: 7.615568
thresh: 0.900000, max F1: 0.645922
Current loss: 7.461944
thresh: 0.900000, max F1: 0.685992
Current loss: 7.678016
thresh: 0.900000, max F1: 0.705238
Current loss: 7.479305
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Current loss: 7.687786
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Current loss: 6.995443
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Current loss: 7.300344
thresh: 0.950000, max F1: 0.669666
Current loss: 7.040124
thresh: 0.950000, max F1: 0.673876
Current loss: 7.643183
thresh: 0.900000, max F1: 0.683678
Current loss: 7.661360
thresh: 0.950000, max F1: 0.672977
Current loss: 7.178144
thresh: 0.950000, max F1: 0.646779
Current loss: 7.507020
thresh: 0.900000, max F1: 0.653104
Current loss: 7.441065
thresh: 0.950000, max F1: 0.662250
Current loss: 7.199995
thresh: 0.950000, max F1: 0.686034
Current loss: 7.889645
thresh: 0.900000, max F1: 0.657425
Current loss: 6.869073
thresh: 0.950000, max F1: 0.641189
Current loss: 7.800525
thresh: 0.900000, max F1: 0.690436
Current loss: 7.114546
thresh: 0.900000, max F1: 0.661513
Current loss: 7.070998
thresh: 0.950000, max F1: 0.677850
Current loss: 7.530183
thresh: 0.900000, max F1: 0.655163
Current loss: 7.476450
thresh: 0.950000, max F1: 0.688869
Current loss: 7.391295
thresh: 0.950000, max F1: 0.673756
Current loss: 7.238861
thresh: 0.900000, max F1: 0.661445
Current loss: 7.158404
thresh: 0.900000, max F1: 0.666878
Current loss: 7.475666
thresh: 0.950000, max F1: 0.660439
Current loss: 7.423007
thresh: 0.950000, max F1: 0.642868
Current loss: 7.160568
thresh: 0.950000, max F1: 0.658256
Current loss: 7.390323
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Current loss: 7.750288
thresh: 0.900000, max F1: 0.667786
Current loss: 7.023403
thresh: 0.950000, max F1: 0.669578
Current loss: 6.571808
thresh: 0.950000, max F1: 0.656474
Current loss: 6.965446
thresh: 0.900000, max F1: 0.654751
Current loss: 7.389929
thresh: 0.900000, max F1: 0.665037
Current loss: 7.111725
thresh: 0.950000, max F1: 0.668279
Current loss: 7.741438
thresh: 0.750000, max F1: 0.677064
Current loss: 6.825553
thresh: 0.950000, max F1: 0.642186
Current loss: 6.852544
thresh: 0.950000, max F1: 0.676019
Current loss: 7.385298
thresh: 0.900000, max F1: 0.682623
Current loss: 7.707185
thresh: 0.900000, max F1: 0.648381
Current loss: 7.919878
thresh: 0.900000, max F1: 0.677118
Current loss: 7.833547
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Current loss: 7.605329
thresh: 0.950000, max F1: 0.671930
Current loss: 7.721209
thresh: 0.800000, max F1: 0.681905
Current loss: 8.018174
thresh: 0.900000, max F1: 0.682246
Current loss: 7.583127
thresh: 0.950000, max F1: 0.666404
Current loss: 6.871279
thresh: 0.900000, max F1: 0.637480
Current loss: 7.206234
thresh: 0.950000, max F1: 0.686209
Current loss: 7.433392
thresh: 0.950000, max F1: 0.680400
Current loss: 7.044535
thresh: 0.950000, max F1: 0.657504
Current loss: 7.504313
thresh: 0.950000, max F1: 0.692600
Current loss: 7.438724
thresh: 0.950000, max F1: 0.642450
Current loss: 7.177010
thresh: 0.950000, max F1: 0.672117
Current loss: 7.176448
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Current loss: 7.319142
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Current loss: 7.582234
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Current loss: 7.577985
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Current loss: 7.574982
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Current loss: 7.824224
thresh: 0.950000, max F1: 0.705463
Current loss: 7.551152
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Current loss: 7.471115
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Current loss: 7.054716
thresh: 0.950000, max F1: 0.667897
Current loss: 7.432659
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Current loss: 7.327777
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Current loss: 7.260634
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Current loss: 7.291929
thresh: 0.950000, max F1: 0.658505
Current loss: 7.238660
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Current loss: 6.853024
thresh: 0.950000, max F1: 0.670051
Current loss: 7.280720
thresh: 0.950000, max F1: 0.674763
Current loss: 7.003776
thresh: 0.900000, max F1: 0.648945
Current loss: 7.527403
thresh: 0.800000, max F1: 0.678091
Current loss: 6.959477
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Current loss: 7.071888
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Current loss: 7.545808
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Current loss: 7.018127
thresh: 0.950000, max F1: 0.638943
Current loss: 7.812136
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Current loss: 7.853775
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Current loss: 7.090256
thresh: 0.950000, max F1: 0.697904
Current loss: 7.113822
thresh: 0.950000, max F1: 0.661988
Current loss: 7.686884
thresh: 0.950000, max F1: 0.693476
Current loss: 6.857370
thresh: 0.950000, max F1: 0.645290
Current loss: 7.400394
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Current loss: 7.840712
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Current loss: 7.714889
thresh: 0.900000, max F1: 0.691683
Current loss: 7.223852
thresh: 0.900000, max F1: 0.664589
Current loss: 7.887849
thresh: 0.900000, max F1: 0.694105
Current loss: 7.845744
thresh: 0.950000, max F1: 0.696616
Current loss: 7.705553
thresh: 0.950000, max F1: 0.679624
Current loss: 7.089677
thresh: 0.950000, max F1: 0.649457
Current loss: 7.615035
thresh: 0.800000, max F1: 0.624970
Current loss: 7.654993
thresh: 0.950000, max F1: 0.683950
Current loss: 7.497231
thresh: 0.900000, max F1: 0.655162
Current loss: 6.853985
thresh: 0.900000, max F1: 0.632940
Current loss: 7.127385
thresh: 0.950000, max F1: 0.623196
Current loss: 6.909039
thresh: 0.950000, max F1: 0.673003
Current loss: 6.736865
thresh: 0.900000, max F1: 0.634505
Current loss: 6.764869
thresh: 0.950000, max F1: 0.666644
Current loss: 6.947145
thresh: 0.900000, max F1: 0.650289
Current loss: 7.018262
thresh: 0.950000, max F1: 0.680270
Current loss: 7.107612
thresh: 0.950000, max F1: 0.659824
Current loss: 7.203407
thresh: 0.950000, max F1: 0.696023
Current loss: 7.104191
thresh: 0.950000, max F1: 0.656776
Current loss: 7.688385
thresh: 0.800000, max F1: 0.643757
Current loss: 7.031985
thresh: 0.900000, max F1: 0.650499
Current loss: 7.212239
thresh: 0.950000, max F1: 0.664149
Current loss: 7.691104
thresh: 0.800000, max F1: 0.658487
Current loss: 8.057676
thresh: 0.950000, max F1: 0.696702
Current loss: 7.825022
thresh: 0.900000, max F1: 0.666944
Current loss: 7.543251
thresh: 0.950000, max F1: 0.634081
Current loss: 7.525492
thresh: 0.950000, max F1: 0.708112
Current loss: 6.893176
thresh: 0.950000, max F1: 0.667466
Current loss: 7.003366
thresh: 0.950000, max F1: 0.674899
Current loss: 7.675020
thresh: 0.900000, max F1: 0.661894
Current loss: 7.716745
thresh: 0.900000, max F1: 0.697241
Current loss: 7.946869
thresh: 0.900000, max F1: 0.682637
Current loss: 7.214252
thresh: 0.950000, max F1: 0.667690
Current loss: 7.760011
thresh: 0.950000, max F1: 0.671675
Current loss: 7.373484
thresh: 0.900000, max F1: 0.698191
Current loss: 7.248607
thresh: 0.900000, max F1: 0.654208
Current loss: 7.838931
thresh: 0.950000, max F1: 0.688252
Current loss: 7.329176
thresh: 0.950000, max F1: 0.666399
Current loss: 7.246657
thresh: 0.950000, max F1: 0.677007
Current loss: 7.119658
thresh: 0.950000, max F1: 0.647335
Current loss: 7.355638
thresh: 0.750000, max F1: 0.649425
Current loss: 7.468248
thresh: 0.950000, max F1: 0.696894
Current loss: 7.550982
thresh: 0.900000, max F1: 0.672568
Current loss: 7.370912
thresh: 0.800000, max F1: 0.682756
Current loss: 7.461774
thresh: 0.950000, max F1: 0.680910
Current loss: 7.440917
thresh: 0.950000, max F1: 0.656813
Current loss: 7.187493
thresh: 0.950000, max F1: 0.684397
Current loss: 7.260685
thresh: 0.950000, max F1: 0.646335
Current loss: 7.550858
thresh: 0.750000, max F1: 0.651206
Current loss: 7.294249
100%|██████████| 40479/40479 [00:00<00:00, 156162.75it/s]
thresh: 0.950000, max F1: 0.668858
Entire model epoch loss: 7.294249
Entire model epoch thresh: 0.950000, max F1: 0.668858
{'lr1': 5e-05, 'wd': 0.0005, 'lr2': 1e-06, 'dp': 0.4}
listed
dataset created
INFO:tensorflow:Restoring parameters from vgg_16.ckpt
INFO:tensorflow:Restoring parameters from vgg_16.ckpt
Starting epoch 1 / 10
Current loss: 8.495043
thresh: 0.050000, max F1: 0.464938
Current loss: 9.251058
thresh: 0.050000, max F1: 0.494964
Current loss: 8.758061
thresh: 0.050000, max F1: 0.470365
Current loss: 9.291769
thresh: 0.050000, max F1: 0.479408
Current loss: 9.139052
thresh: 0.050000, max F1: 0.482012
Current loss: 8.836327
thresh: 0.050000, max F1: 0.474273
Current loss: 8.342544
thresh: 0.050000, max F1: 0.445026
Current loss: 8.890888
thresh: 0.050000, max F1: 0.477968
Current loss: 8.849143
thresh: 0.050000, max F1: 0.463897
Current loss: 8.550283
thresh: 0.050000, max F1: 0.464697
Current loss: 9.364493
thresh: 0.050000, max F1: 0.494370
Current loss: 9.006965
thresh: 0.050000, max F1: 0.484857
Current loss: 8.826713
thresh: 0.050000, max F1: 0.474625
Current loss: 9.012724
thresh: 0.050000, max F1: 0.489380
Current loss: 8.892563
thresh: 0.050000, max F1: 0.471240
Current loss: 8.928363
thresh: 0.050000, max F1: 0.465413
Current loss: 9.102937
thresh: 0.050000, max F1: 0.479317
Current loss: 8.928873
thresh: 0.050000, max F1: 0.475771
Current loss: 9.389288
thresh: 0.050000, max F1: 0.492169
Current loss: 8.953881
thresh: 0.050000, max F1: 0.474752
Current loss: 8.790255
thresh: 0.050000, max F1: 0.474425
Current loss: 8.945082
thresh: 0.050000, max F1: 0.488153
Current loss: 9.088266
thresh: 0.050000, max F1: 0.481729
Current loss: 8.646744
thresh: 0.100000, max F1: 0.479961
Current loss: 9.177937
thresh: 0.050000, max F1: 0.486258
Current loss: 9.058039
thresh: 0.050000, max F1: 0.472344
Current loss: 8.693942
thresh: 0.050000, max F1: 0.478883
Current loss: 9.388941
thresh: 0.050000, max F1: 0.500792
Current loss: 8.895855
thresh: 0.050000, max F1: 0.479258
Current loss: 8.784985
thresh: 0.050000, max F1: 0.476067
Current loss: 8.945251
thresh: 0.050000, max F1: 0.465266
Current loss: 8.528155
thresh: 0.050000, max F1: 0.473568
Current loss: 8.849968
thresh: 0.050000, max F1: 0.481767
Current loss: 8.160301
thresh: 0.050000, max F1: 0.464486
Current loss: 8.619357
thresh: 0.050000, max F1: 0.477300
Current loss: 9.257656
thresh: 0.050000, max F1: 0.494129
Current loss: 8.475952
thresh: 0.050000, max F1: 0.472832
Current loss: 9.028530
thresh: 0.050000, max F1: 0.492092
Current loss: 9.315871
thresh: 0.050000, max F1: 0.491868
Current loss: 8.699272
thresh: 0.050000, max F1: 0.478186
Current loss: 8.725655
thresh: 0.050000, max F1: 0.472544
Current loss: 8.669002
thresh: 0.100000, max F1: 0.477940
Current loss: 9.286042
thresh: 0.050000, max F1: 0.496479
Current loss: 8.261422
thresh: 0.050000, max F1: 0.456918
Current loss: 8.761014
thresh: 0.050000, max F1: 0.480019
Current loss: 8.865477
thresh: 0.050000, max F1: 0.490129
Current loss: 9.004736
thresh: 0.050000, max F1: 0.480660
Current loss: 8.572786
thresh: 0.100000, max F1: 0.473007
Current loss: 8.737927
thresh: 0.050000, max F1: 0.483627
Current loss: 8.538363
thresh: 0.050000, max F1: 0.472326
Current loss: 8.822130
thresh: 0.050000, max F1: 0.478846
Current loss: 8.557278
thresh: 0.100000, max F1: 0.478648
Current loss: 9.143512
thresh: 0.050000, max F1: 0.492684
Current loss: 8.548687
thresh: 0.050000, max F1: 0.482569
Current loss: 8.442337
thresh: 0.050000, max F1: 0.462066
Current loss: 8.387830
thresh: 0.100000, max F1: 0.479181
Current loss: 9.161247
thresh: 0.050000, max F1: 0.492786
Current loss: 8.331474
thresh: 0.050000, max F1: 0.472039
Current loss: 8.831749
thresh: 0.050000, max F1: 0.486640
Current loss: 8.301912
thresh: 0.100000, max F1: 0.469002
Current loss: 9.261643
thresh: 0.050000, max F1: 0.504117
Current loss: 8.775452
thresh: 0.050000, max F1: 0.475951
Current loss: 8.564291
thresh: 0.050000, max F1: 0.477537
Current loss: 8.867489
thresh: 0.050000, max F1: 0.473423
Current loss: 8.600642
thresh: 0.100000, max F1: 0.475378
Current loss: 8.692106
thresh: 0.050000, max F1: 0.479156
Current loss: 8.497090
thresh: 0.050000, max F1: 0.473433
Current loss: 8.442154
thresh: 0.050000, max F1: 0.466496
Current loss: 8.535448
thresh: 0.100000, max F1: 0.480417
Current loss: 8.609958
thresh: 0.050000, max F1: 0.479052
Current loss: 9.043261
thresh: 0.050000, max F1: 0.494803
Current loss: 9.014888
thresh: 0.050000, max F1: 0.497127
Current loss: 8.995377
thresh: 0.050000, max F1: 0.492228
Current loss: 9.093722
thresh: 0.050000, max F1: 0.493241
Current loss: 9.163771
thresh: 0.050000, max F1: 0.488751
Current loss: 8.928718
thresh: 0.050000, max F1: 0.479058
Current loss: 8.888303
thresh: 0.100000, max F1: 0.492318
Current loss: 9.092028
thresh: 0.050000, max F1: 0.488715
Current loss: 8.492560
thresh: 0.050000, max F1: 0.475515
Current loss: 8.904256
thresh: 0.100000, max F1: 0.493581
Current loss: 9.068250
thresh: 0.050000, max F1: 0.494153
Current loss: 9.007700
thresh: 0.100000, max F1: 0.487714
Current loss: 8.854011
thresh: 0.050000, max F1: 0.492765
Current loss: 8.876143
thresh: 0.050000, max F1: 0.485274
Current loss: 9.033570
thresh: 0.100000, max F1: 0.498101
Current loss: 8.675400
thresh: 0.250000, max F1: 0.487057
Current loss: 9.174275
thresh: 0.050000, max F1: 0.501800
Current loss: 9.070451
thresh: 0.050000, max F1: 0.489098
Current loss: 8.792182
thresh: 0.100000, max F1: 0.476999
Current loss: 8.789894
thresh: 0.100000, max F1: 0.502625
Current loss: 8.666718
thresh: 0.100000, max F1: 0.490484
Current loss: 8.698380
thresh: 0.050000, max F1: 0.482126
Current loss: 8.353190
thresh: 0.050000, max F1: 0.476699
Current loss: 8.886230
thresh: 0.050000, max F1: 0.494259
Current loss: 9.109866
thresh: 0.050000, max F1: 0.497071
Current loss: 8.095844
thresh: 0.250000, max F1: 0.469294
Current loss: 9.190428
thresh: 0.050000, max F1: 0.504206
Current loss: 8.814045
thresh: 0.050000, max F1: 0.494548
Current loss: 8.677580
thresh: 0.050000, max F1: 0.489887
Current loss: 8.817953
thresh: 0.100000, max F1: 0.486756
Current loss: 9.126151
thresh: 0.100000, max F1: 0.499894
Current loss: 8.481258
thresh: 0.050000, max F1: 0.470519
Current loss: 8.563251
thresh: 0.250000, max F1: 0.504332
Current loss: 9.431417
thresh: 0.050000, max F1: 0.503412
Current loss: 9.249482
thresh: 0.100000, max F1: 0.509541
Current loss: 8.216754
thresh: 0.100000, max F1: 0.478513
Current loss: 7.699574
thresh: 0.050000, max F1: 0.450552
Current loss: 8.493095
thresh: 0.100000, max F1: 0.470864
Current loss: 8.312433
thresh: 0.050000, max F1: 0.475342
Current loss: 8.723344
thresh: 0.050000, max F1: 0.489069
Current loss: 8.762443
thresh: 0.050000, max F1: 0.478108
Current loss: 8.274320
thresh: 0.100000, max F1: 0.485071
Current loss: 8.559989
thresh: 0.050000, max F1: 0.478789
Current loss: 8.753251
thresh: 0.050000, max F1: 0.492440
Current loss: 8.559183
thresh: 0.050000, max F1: 0.486336
Current loss: 8.577382
thresh: 0.100000, max F1: 0.480198
Current loss: 8.752610
thresh: 0.100000, max F1: 0.483886
Current loss: 8.533010
thresh: 0.250000, max F1: 0.502165
Current loss: 8.652543
thresh: 0.100000, max F1: 0.490167
Current loss: 8.895200
thresh: 0.100000, max F1: 0.499008
Current loss: 8.706779
thresh: 0.250000, max F1: 0.491437
Current loss: 8.963518
thresh: 0.050000, max F1: 0.496198
Current loss: 8.963534
thresh: 0.050000, max F1: 0.499384
Current loss: 8.803639
thresh: 0.100000, max F1: 0.502053
Current loss: 8.417443
thresh: 0.100000, max F1: 0.485271
Current loss: 8.391154
thresh: 0.250000, max F1: 0.490114
Current loss: 9.015441
thresh: 0.050000, max F1: 0.498515
Current loss: 8.273308
thresh: 0.100000, max F1: 0.485461
Current loss: 9.320415
thresh: 0.050000, max F1: 0.504832
Current loss: 8.125666
thresh: 0.100000, max F1: 0.476226
Current loss: 8.456628
thresh: 0.250000, max F1: 0.475729
Current loss: 8.382976
thresh: 0.250000, max F1: 0.488890
Current loss: 8.730479
thresh: 0.050000, max F1: 0.492597
Current loss: 9.172440
thresh: 0.250000, max F1: 0.524243
Current loss: 8.715768
thresh: 0.050000, max F1: 0.489745
Current loss: 8.583651
thresh: 0.050000, max F1: 0.486924
Current loss: 8.726725
thresh: 0.100000, max F1: 0.503678
Current loss: 8.685707
thresh: 0.250000, max F1: 0.496641
Current loss: 8.356956
thresh: 0.100000, max F1: 0.485873
Current loss: 8.685142
thresh: 0.250000, max F1: 0.500232
Current loss: 8.647742
thresh: 0.050000, max F1: 0.482159
Current loss: 8.014202
thresh: 0.250000, max F1: 0.473809
Current loss: 7.759104
thresh: 0.500000, max F1: 0.487762
Current loss: 8.890371
thresh: 0.250000, max F1: 0.507684
Current loss: 8.351507
thresh: 0.250000, max F1: 0.492185
Current loss: 8.460176
thresh: 0.250000, max F1: 0.488299
Current loss: 8.678777
thresh: 0.250000, max F1: 0.502284
Current loss: 7.780851
thresh: 0.500000, max F1: 0.483579
Current loss: 8.895675
thresh: 0.050000, max F1: 0.491427
Current loss: 8.592272
thresh: 0.050000, max F1: 0.489870
Current loss: 8.828095
thresh: 0.100000, max F1: 0.493575
Current loss: 8.334647
thresh: 0.100000, max F1: 0.486069
Current loss: 9.346222
thresh: 0.050000, max F1: 0.505820
Current loss: 8.364656
thresh: 0.100000, max F1: 0.480370
Current loss: 8.742301
thresh: 0.100000, max F1: 0.494832
Current loss: 8.581903
thresh: 0.250000, max F1: 0.491733
Current loss: 8.881193
thresh: 0.050000, max F1: 0.493305
Current loss: 8.269634
thresh: 0.250000, max F1: 0.483033
Current loss: 8.497369
thresh: 0.250000, max F1: 0.508315
Current loss: 8.431510
thresh: 0.100000, max F1: 0.488690
Current loss: 8.469358
thresh: 0.250000, max F1: 0.501540
Current loss: 8.844109
thresh: 0.250000, max F1: 0.506151
Current loss: 7.844766
thresh: 0.250000, max F1: 0.480015
Current loss: 8.810723
thresh: 0.250000, max F1: 0.513007
Current loss: 7.905258
thresh: 0.500000, max F1: 0.463386
Current loss: 8.697556
thresh: 0.100000, max F1: 0.495230
Current loss: 8.405746
thresh: 0.250000, max F1: 0.506920
Current loss: 8.296852
thresh: 0.100000, max F1: 0.480050
Current loss: 8.018856
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Current loss: 8.376307
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Current loss: 8.746589
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Current loss: 8.433507
thresh: 0.250000, max F1: 0.503456
Current loss: 8.884433
thresh: 0.250000, max F1: 0.509590
Current loss: 8.075428
thresh: 0.100000, max F1: 0.480746
Current loss: 8.765306
thresh: 0.500000, max F1: 0.503737
Current loss: 8.332269
thresh: 0.100000, max F1: 0.492440
Current loss: 8.666795
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Current loss: 8.530874
thresh: 0.250000, max F1: 0.514221
Current loss: 8.456645
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Current loss: 8.254577
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Current loss: 8.270682
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Current loss: 8.832172
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Current loss: 8.310861
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Current loss: 8.206017
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Current loss: 8.836678
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Current loss: 8.408092
thresh: 0.500000, max F1: 0.517279
Current epoch loss: 8.408092
Epoch thresh: 0.500000, max F1: 0.517279
Starting epoch 2 / 10
Current loss: 7.971163
thresh: 0.500000, max F1: 0.486378
Current loss: 8.656984
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Current loss: 8.027511
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Current loss: 8.592043
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Current loss: 8.571867
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Current loss: 7.998571
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Current loss: 8.117990
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Current loss: 8.362949
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Current loss: 8.587212
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Current loss: 8.846294
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Current loss: 7.713113
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Current loss: 7.761763
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Current loss: 8.301750
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Current loss: 8.166267
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Current loss: 8.423877
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Current loss: 7.807271
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Current loss: 8.828697
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Current loss: 9.042877
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Current loss: 8.002875
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Current loss: 9.164274
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Current loss: 7.895107
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Current loss: 8.588087
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Current loss: 7.982938
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Current loss: 8.227077
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Current loss: 8.427262
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Current loss: 8.363701
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Current loss: 9.176367
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Current loss: 8.625961
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Current loss: 8.671921
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Current loss: 9.012892
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Current loss: 7.993633
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Current loss: 8.422583
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Current loss: 8.750134
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Current loss: 8.423835
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Current loss: 8.664661
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Current loss: 7.973835
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Current loss: 9.493473
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Current loss: 8.844165
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Current loss: 9.061831
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Current loss: 8.015120
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Current loss: 8.716139
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Current loss: 8.299097
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Current loss: 8.537827
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Current loss: 8.502302
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Current loss: 8.562876
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Current loss: 8.572902
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Current loss: 8.486652
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Current loss: 8.410379
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Current loss: 8.618538
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Current loss: 8.586407
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Current loss: 8.137955
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Current loss: 8.021875
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Current loss: 7.743672
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Current loss: 9.026400
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Current loss: 8.268746
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Current loss: 9.013697
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Current loss: 8.388448
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Current loss: 7.986565
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Current loss: 7.739500
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Current loss: 8.325182
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Current loss: 7.758133
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Current loss: 7.706133
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Current loss: 8.730437
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Current loss: 8.114615
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Current loss: 8.463993
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Current loss: 8.744188
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Current loss: 8.992204
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Current loss: 8.103875
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Current loss: 8.459806
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Current loss: 8.314893
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Current loss: 8.553516
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Current loss: 7.784406
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Current loss: 8.107716
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Current loss: 7.777561
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Current loss: 8.520801
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Current loss: 8.211191
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Current loss: 8.320008
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Current loss: 8.126578
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Current loss: 7.913941
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Current loss: 8.462786
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Current loss: 8.081922
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Current loss: 8.391602
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Current loss: 7.382858
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Current loss: 7.984104
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Current loss: 7.771984
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Current loss: 8.947848
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Current loss: 8.314490
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Current loss: 8.560279
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Current loss: 8.967172
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Current loss: 8.418920
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Current loss: 8.215676
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Current loss: 8.369740
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Current loss: 8.292732
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Current loss: 8.202153
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Current loss: 8.129641
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Current loss: 8.128946
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Current loss: 8.195090
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Current loss: 9.085242
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Current loss: 7.812809
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Current loss: 8.079911
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Current loss: 8.550955
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Current loss: 7.953031
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Current loss: 8.670109
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Current loss: 8.276961
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Current loss: 8.272199
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Current loss: 8.212675
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Current loss: 8.060487
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Current loss: 8.620144
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Current loss: 8.362326
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Current loss: 8.490973
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Current loss: 8.079534
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Current loss: 8.449369
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Current loss: 8.507514
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Current loss: 8.458854
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Current loss: 7.864038
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Current loss: 8.052341
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Current loss: 8.078254
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Current loss: 8.435625
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Current loss: 8.237225
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Current loss: 8.716247
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Current loss: 8.526724
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Current loss: 8.000641
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Current loss: 8.292733
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Current loss: 8.353412
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Current loss: 8.513569
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Current loss: 8.361368
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Current loss: 8.095198
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Current loss: 7.733124
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Current loss: 8.478148
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Current loss: 8.838930
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Current loss: 8.631180
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Current loss: 7.895968
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Current loss: 7.937322
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Current loss: 7.532311
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Current loss: 7.937553
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Current loss: 8.458218
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Current loss: 8.712978
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Current loss: 8.666001
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Current loss: 8.298615
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Current loss: 7.899027
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Current loss: 8.353019
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Current loss: 8.727367
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Current loss: 8.071150
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Current loss: 8.693411
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Current loss: 8.469711
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Current loss: 8.644476
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Current loss: 8.528081
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Current loss: 8.379205
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Current loss: 8.316334
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Current loss: 8.355317
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Current loss: 8.264173
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Current loss: 8.269971
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Current loss: 8.319328
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Current loss: 8.152037
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Current loss: 8.840014
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Current loss: 8.977821
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Current loss: 8.244962
thresh: 0.500000, max F1: 0.547214
Current loss: 7.539524
thresh: 0.800000, max F1: 0.545298
---------------------------------------------------------------------------
KeyboardInterrupt Traceback (most recent call last)
<ipython-input-10-b7c1297ea7f2> in <module>()
228 while True:
229 try:
--> 230 _, curr_loss, curr_logits, curr_labels = sess.run([fc8_train_op, loss, logits, labels], {is_training: True})
231 if curr_loss < 100:
232 print('Current loss: %f' % curr_loss)
/home/cs231n/myVE35/lib/python3.5/site-packages/tensorflow/python/client/session.py in run(self, fetches, feed_dict, options, run_metadata)
787 try:
788 result = self._run(None, fetches, feed_dict, options_ptr,
--> 789 run_metadata_ptr)
790 if run_metadata:
791 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
/home/cs231n/myVE35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _run(self, handle, fetches, feed_dict, options, run_metadata)
995 if final_fetches or final_targets:
996 results = self._do_run(handle, final_targets, final_fetches,
--> 997 feed_dict_string, options, run_metadata)
998 else:
999 results = []
/home/cs231n/myVE35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)
1130 if handle is None:
1131 return self._do_call(_run_fn, self._session, feed_dict, fetch_list,
-> 1132 target_list, options, run_metadata)
1133 else:
1134 return self._do_call(_prun_fn, self._session, handle, feed_dict,
/home/cs231n/myVE35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _do_call(self, fn, *args)
1137 def _do_call(self, fn, *args):
1138 try:
-> 1139 return fn(*args)
1140 except errors.OpError as e:
1141 message = compat.as_text(e.message)
/home/cs231n/myVE35/lib/python3.5/site-packages/tensorflow/python/client/session.py in _run_fn(session, feed_dict, fetch_list, target_list, options, run_metadata)
1119 return tf_session.TF_Run(session, options,
1120 feed_dict, fetch_list, target_list,
-> 1121 status, run_metadata)
1122
1123 def _prun_fn(session, handle, feed_dict, fetch_list):
KeyboardInterrupt:
In [ ]:
Content source: Rohisha/classify-satellite-imagery
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