Wildfire - Impulses - Edge Impulse

Experiments (1 / 10)

	Name	Model filename	f32_T_Acc	i8_T_Acc	Tr_Proc	f32_Latency	f32_Flash	i8_Latency	i8_Flash
	Impulse #2	smoke_detection_model (2).tflite	90.4%	-	CPU	1 ms.	13.4K	1 ms.	15.5K	View impulse

Impulse information

Tags - Impulse tags

Source - Impulse source (Manual vs EON Tuner)

Model filename - Pretrained model filename

Created by - The user who originally created this impulse

Key metrics

f32_T_Acc - Accuracy (float32, test set)

i8_T_Acc - Accuracy (int8, test set)

Tr_Proc - Training processor

f32_Latency - float32 Latency for the complete impulse.

f32_Flash - float32 Flash for the complete impulse.

i8_Latency - int8 Latency for the complete impulse.

i8_Flash - int8 Flash for the complete impulse.

Input block config

No columns

Processing block config

No columns

Learn block config

Inp_Shape - Input shape

Out_Shape - Output shape

Inp_Type - Input type

Out_Type - Output type

Out_Lbl - Output labels

Out_Lbl_Cnt - Output label count

Accuracy metrics

f32_V_AUC - float32 Area under ROC Curve (validation set)

f32_V_WA_P - float32 Weighted average Precision (validation set)

f32_V_WA_R - float32 Weighted average Recall (validation set)

f32_V_WA_F1 - float32 Weighted average F1 score (validation set)

f32_T_AUC - float32 Area under ROC Curve (test set)

f32_T_WA_P - float32 Weighted average Precision (test set)

f32_T_WA_R - float32 Weighted average Recall (test set)

f32_T_WA_F1 - float32 Weighted average F1 score (test set)

i8_V_AUC - int8 Area under ROC Curve (validation set)

i8_V_WA_P - int8 Weighted average Precision (validation set)

i8_V_WA_R - int8 Weighted average Recall (validation set)

i8_V_WA_F1 - int8 Weighted average F1 score (validation set)

Post-processing block config

No columns

Target device

Define your target device requirements to inform model optimizations and performance calculations. No device yet? Use the default settings which you can change at any time.

Target device

Processor family

Clock rate

| MHz

Max

Custom device name

Application budget

Specify the available RAM and ROM for the model's operation, along with the maximum allowed latency for your specific application. Not sure yet? Start with the defaults and modify them later on.

RAM

| KB

Max

ROM

| KB

Max

Latency

| ms

Max

Experiments (1 / 10)

Impulse #2