thermal: add historic samples for tflite vt prediction
Add historic samples of past 5 iterations Remove VSYS_PWR_ODPM from VT prediction Bug: 315169778 Test: Build and boot on device Change-Id: I70557d67633cbc4bcfbfe8811beff56353c54085 Signed-off-by: Sayanna Chandula <sayanna@google.com>
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9 changed files with 24 additions and 18 deletions
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@ -217,10 +217,11 @@
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"VirtualSensor": true,
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"ModelPath": "vt_estimation_model.tflite",
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"Formula": "USE_ML_MODEL",
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"Combination": ["VSYS_PWR_CAMERA", "battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["ODPM", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Combination": ["battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Coefficient": [1.0],
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"Multiplier": 0.001
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"Multiplier": 0.001,
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"PreviousSampleCount": 5
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},
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{
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"Name": "VIRTUAL-SKIN-MODEL-LEGACY-DIFF",
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@ -188,10 +188,11 @@
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"VirtualSensor": true,
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"ModelPath": "vt_estimation_model.tflite",
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"Formula": "USE_ML_MODEL",
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"Combination": ["VSYS_PWR_CAMERA", "battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["ODPM", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Combination": ["battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Coefficient": [1.0],
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"Multiplier": 0.001
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"Multiplier": 0.001,
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"PreviousSampleCount": 5
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},
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{
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"Name": "VIRTUAL-SKIN-MODEL-LEGACY-DIFF",
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@ -241,11 +241,12 @@
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"VirtualSensor": true,
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"ModelPath": "vt_estimation_model.tflite",
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"Formula": "USE_ML_MODEL",
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"Combination": ["VSYS_PWR_CAMERA", "battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["ODPM", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Combination": ["battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Coefficient": [1.0],
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"Multiplier": 0.001,
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"Offset": 500
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"Offset": 500,
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"PreviousSampleCount": 5
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},
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{
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"Name": "VIRTUAL-SKIN-MODEL-LEGACY-DIFF",
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@ -221,11 +221,12 @@
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"VirtualSensor": true,
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"ModelPath": "vt_estimation_model.tflite",
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"Formula": "USE_ML_MODEL",
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"Combination": ["VSYS_PWR_CAMERA", "battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["ODPM", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Combination": ["battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Coefficient": [1.0],
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"Multiplier": 0.001,
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"Offset": 500
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"Offset": 500,
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"PreviousSampleCount": 5
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},
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{
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"Name": "VIRTUAL-SKIN-MODEL-LEGACY-DIFF",
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@ -231,10 +231,11 @@
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"VirtualSensor": true,
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"ModelPath": "vt_estimation_model.tflite",
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"Formula": "USE_ML_MODEL",
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"Combination": ["VSYS_PWR_CAMERA", "battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["ODPM", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Combination": ["battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Coefficient": [1.0],
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"Multiplier": 0.001
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"Multiplier": 0.001,
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"PreviousSampleCount": 5
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},
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{
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"Name": "VIRTUAL-SKIN-MODEL-LEGACY-DIFF",
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@ -167,10 +167,11 @@
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"VirtualSensor": true,
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"ModelPath": "vt_estimation_model.tflite",
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"Formula": "USE_ML_MODEL",
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"Combination": ["VSYS_PWR_CAMERA", "battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["ODPM", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Combination": ["battery", "btmspkr_therm", "charging_therm", "disp_therm", "north_therm", "quiet_therm", "rfpa_therm", "soc_therm", "usb_pwr_therm"],
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"CombinationType":["SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR", "SENSOR"],
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"Coefficient": [1.0],
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"Multiplier": 0.001
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"Multiplier": 0.001,
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"PreviousSampleCount": 5
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},
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{
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"Name": "VIRTUAL-SKIN-MODEL-LEGACY-DIFF",
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