model checkpoint is not stored

[yoojin2115]

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System information

• What is the top-level directory of the model you are using:
• Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
• OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Linux Ubuntu 16.04
• TensorFlow installed from (source or binary):
• TensorFlow version (use command below): 1.14.0
• Bazel version (if compiling from source):
• CUDA/cuDNN version: 9.0
• GPU model and memory:
• Exact command to reproduce:

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python -c "import tensorflow as tf; print(tf.GIT_VERSION, tf.VERSION)"

Describe the problem

Describe the problem clearly here. Be sure to convey here why it's a bug in TensorFlow or a feature request.

when i training my own data with ssd_mobilenet_v1_coco.config, checkpoint doesn't change.

model_checkpoint_path: "model.ckpt-0"
all_model_checkpoint_paths: "model.ckpt-0"

I dont know why..plz help

------------pipeline.config-----------------------------------------------
model {
ssd {
num_classes: 10
box_coder {
faster_rcnn_box_coder {
y_scale: 10.0
x_scale: 10.0
height_scale: 5.0
width_scale: 5.0
}
}
matcher {
argmax_matcher {
matched_threshold: 0.5
unmatched_threshold: 0.5
ignore_thresholds: false
negatives_lower_than_unmatched: true
force_match_for_each_row: true
}
}
similarity_calculator {
iou_similarity {
}
}
anchor_generator {
ssd_anchor_generator {
num_layers: 6
min_scale: 0.2
max_scale: 0.95
aspect_ratios: 1.0
aspect_ratios: 2.0
aspect_ratios: 0.5
aspect_ratios: 3.0
aspect_ratios: 0.3333
}
}
image_resizer {
fixed_shape_resizer {
height: 300
width: 300
}
}
box_predictor {
convolutional_box_predictor {
min_depth: 0
max_depth: 0
num_layers_before_predictor: 0
use_dropout: false
dropout_keep_probability: 0.8
kernel_size: 1
box_code_size: 4
apply_sigmoid_to_scores: false
conv_hyperparams {
activation: RELU_6,
regularizer {
l2_regularizer {
weight: 0.00004
}
}
initializer {
truncated_normal_initializer {
stddev: 0.03
mean: 0.0
}
}
batch_norm {
train: true,
scale: true,
center: true,
decay: 0.9997,
epsilon: 0.001,
}
}
}
}
feature_extractor {
type: 'ssd_mobilenet_v1'
min_depth: 16
depth_multiplier: 1.0
conv_hyperparams {
activation: RELU_6,
regularizer {
l2_regularizer {
weight: 0.00004
}
}
initializer {
truncated_normal_initializer {
stddev: 0.03
mean: 0.0
}
}
batch_norm {
train: true,
scale: true,
center: true,
decay: 0.9997,
epsilon: 0.001,
}
}
}
loss {
classification_loss {
weighted_sigmoid {
}
}
localization_loss {
weighted_smooth_l1 {
}
}
hard_example_miner {
num_hard_examples: 3000
iou_threshold: 0.99
loss_type: CLASSIFICATION
max_negatives_per_positive: 3
min_negatives_per_image: 0
}
classification_weight: 1.0
localization_weight: 1.0
}
normalize_loss_by_num_matches: true
post_processing {
batch_non_max_suppression {
score_threshold: 1e-8
iou_threshold: 0.6
max_detections_per_class: 50
max_total_detections: 50
}
score_converter: SIGMOID
}
}
}

train_config: {
batch_size: 16
optimizer {
rms_prop_optimizer: {
learning_rate: {
exponential_decay_learning_rate {
initial_learning_rate: 0.004
decay_steps: 800720
decay_factor: 0.95
}
}
momentum_optimizer_value: 0.9
decay: 0.9
epsilon: 1.0
}
}
fine_tune_checkpoint: "/home/yoojin/models/research/ssd_mobilenet_v1_coco_2018_01_28/model.ckpt"
from_detection_checkpoint: true

num_steps: 200000
data_augmentation_options {
random_horizontal_flip {
}
}
data_augmentation_options {
ssd_random_crop {
}
}
}

train_input_reader: {
tf_record_input_reader {
input_path: "/home/yoojin/models/research/ssd_mobilenet_v1_coco_2018_01_28/record_fin3.record"
}
label_map_path: "/home/yoojin/models/research/ssd_mobilenet_v1_coco_2018_01_28/obj_detection.pbtxt"
}

eval_config: {
num_examples: 8000
max_evals: 10
}

eval_input_reader: {
tf_record_input_reader {
input_path: "/home/yoojin/models/research/ssd_mobilenet_v1_coco_2018_01_28/test_fin.record"
}
label_map_path: "/home/yoojin/models/research/ssd_mobilenet_v1_coco_2018_01_28/obj_detection.pbtxt"
shuffle: false
num_readers: 1
}