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Fix eval_config field - eval_interval_secs not working (2nd PR with conflicts fixed) #7718

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Fix eval_config field - eval_interval_secs not working (2nd PR with conflicts fixed) #7718

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2c0d90d
Fix eval_config field - eval_interval_secs not working
bleqdyce Aug 20, 2018
d6c2d40
Merge branch 'master' of https://github.com/bleqdyce/models
piercus Oct 17, 2019
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10 changes: 8 additions & 2 deletions research/object_detection/model_lib.py
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Original file line number Diff line number Diff line change
Expand Up @@ -687,14 +687,18 @@ def create_estimator_and_inputs(run_config,
pipeline_config_final = create_pipeline_proto_from_configs(configs)
config_util.save_pipeline_config(pipeline_config_final, estimator.model_dir)

eval_interval_secs = eval_config.eval_interval_secs

return dict(
estimator=estimator,
train_input_fn=train_input_fn,
eval_input_fns=eval_input_fns,
eval_input_names=eval_input_names,
eval_on_train_input_fn=eval_on_train_input_fn,
predict_input_fn=predict_input_fn,
train_steps=train_steps)
train_steps=train_steps,
eval_interval_secs = eval_interval_secs)



def create_train_and_eval_specs(train_input_fn,
Expand All @@ -703,6 +707,7 @@ def create_train_and_eval_specs(train_input_fn,
predict_input_fn,
train_steps,
eval_on_train_data=False,
eval_interval_secs=300,
final_exporter_name='Servo',
eval_spec_names=None):
"""Creates a `TrainSpec` and `EvalSpec`s.
Expand Down Expand Up @@ -747,7 +752,8 @@ def create_train_and_eval_specs(train_input_fn,
name=eval_spec_name,
input_fn=eval_input_fn,
steps=None,
exporters=exporter))
exporters=exporter,
throttle_secs=eval_interval_secs))

if eval_on_train_data:
eval_specs.append(
Expand Down
2 changes: 2 additions & 0 deletions research/object_detection/model_main.py
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Original file line number Diff line number Diff line change
Expand Up @@ -75,6 +75,7 @@ def main(unused_argv):
eval_on_train_input_fn = train_and_eval_dict['eval_on_train_input_fn']
predict_input_fn = train_and_eval_dict['predict_input_fn']
train_steps = train_and_eval_dict['train_steps']
eval_interval_secs = train_and_eval_dict['eval_interval_secs']

if FLAGS.checkpoint_dir:
if FLAGS.eval_training_data:
Expand All @@ -99,6 +100,7 @@ def main(unused_argv):
eval_on_train_input_fn,
predict_input_fn,
train_steps,
eval_interval_secs=eval_interval_secs,
eval_on_train_data=False)

# Currently only a single Eval Spec is allowed.
Expand Down