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Searched refs:model_settings (Results 1 – 9 of 9) sorted by relevance

/AliOS-Things-master/solutions/tflite_micro_speech_demo/micro_speech/train/speech_commands/
A Dmodels_test.py53 model_settings = self._modelSettings()
57 fingerprint_input, model_settings, "conv", True)
65 model_settings = self._modelSettings()
75 model_settings = self._modelSettings()
79 fingerprint_input, model_settings, "low_latency_conv", True)
87 model_settings = self._modelSettings()
91 fingerprint_input, model_settings, "single_fc", True)
98 model_settings = self._modelSettings()
102 models.create_model(fingerprint_input, model_settings,
108 model_settings = self._modelSettings()
[all …]
A Dinput_data.py160 def get_features_range(model_settings): argument
175 if model_settings['preprocess'] == 'average':
178 elif model_settings['preprocess'] == 'mfcc':
181 elif model_settings['preprocess'] == 'micro':
195 model_settings, summaries_dir): argument
444 if model_settings['preprocess'] == 'average':
454 elif model_settings['preprocess'] == 'mfcc':
461 elif model_settings['preprocess'] == 'micro':
467 sample_rate = model_settings['sample_rate']
545 desired_samples = model_settings['desired_samples']
[all …]
A Dmodels.py191 fingerprint_size = model_settings['fingerprint_size']
192 label_count = model_settings['label_count']
258 input_time_size = model_settings['spectrogram_length']
317 label_count = model_settings['label_count']
382 input_time_size = model_settings['spectrogram_length']
446 label_count = model_settings['label_count']
521 input_time_size = model_settings['spectrogram_length']
657 label_count = model_settings['label_count']
715 input_time_size = model_settings['spectrogram_length']
748 label_count = model_settings['label_count']
[all …]
A Dfreeze.py91 model_settings = models.prepare_model_settings(
101 desired_samples=model_settings['desired_samples'],
105 window_size=model_settings['window_size_samples'],
106 stride=model_settings['window_stride_samples'],
112 window_shape=[1, model_settings['average_window_width']],
113 strides=[1, model_settings['average_window_width']],
128 sample_rate = model_settings['sample_rate']
129 window_size_ms = (model_settings['window_size_samples'] *
131 window_step_ms = (model_settings['window_stride_samples'] *
140 num_channels=model_settings['fingerprint_width'],
[all …]
A Dinput_data_test.py77 model_settings = models.prepare_model_settings(
81 "", wav_dir, 10, 10, ["a", "b"], 10, 10, model_settings, tmp_dir)
83 10, 0, model_settings, 0.3, 0.1, 100, "training", sess)
174 model_settings = {
215 model_settings = {
227 10, model_settings, "training")
238 model_settings = {
266 model_settings, sess)
275 model_settings = {
278 features_min, _ = input_data.get_features_range(model_settings)
[all …]
A Dwav_to_features.py67 model_settings = models.prepare_model_settings(
71 model_settings, None)
73 results = audio_processor.get_features_for_wav(input_wav, model_settings,
95 (variable_base, model_settings['fingerprint_width']))
97 (variable_base, model_settings['spectrogram_length']))
99 features_min, features_max = input_data.get_features_range(model_settings)
A Dtrain.py98 model_settings = models.prepare_model_settings(
106 FLAGS.testing_percentage, model_settings, FLAGS.summaries_dir)
107 fingerprint_size = model_settings['fingerprint_size']
108 label_count = model_settings['label_count']
129 model_settings)
137 model_settings,
236 FLAGS.batch_size, 0, model_settings, FLAGS.background_frequency,
269 audio_processor.get_data(FLAGS.batch_size, i, model_settings, 0.0,
306 FLAGS.batch_size, i, model_settings, 0.0, 0.0, 0, 'testing', sess)
A Dgenerate_streaming_test_wav.py88 model_settings = models.prepare_model_settings(
95 FLAGS.testing_percentage, model_settings, FLAGS.data_dir)
119 0, len(background_samples) - model_settings['desired_samples'])
136 -1, model_settings, 'testing')
/AliOS-Things-master/solutions/tflite_micro_speech_demo/micro_speech/train/
A Dtrain_micro_speech_model.ipynb376 "model_settings = models.prepare_model_settings(\n",
384 " TESTING_PERCENTAGE, model_settings, LOGS_DIR)"
410 " data, _ = audio_processor.get_data(1, i*1, model_settings,\n",
452 " -1, 0, model_settings, BACKGROUND_FREQUENCY, BACKGROUND_VOLUME_RANGE,\n",

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