13.2. Model Zoo Reference

Models available in Tiny ML ModelZoo 1.5.0. The tables were generated from the model descriptions in the source (only models listed in each enabled_models_list), so they match what model_name accepts in a config YAML. Set training.model_name to one of the names below.

Note

  • Params is taken from the model description text where it states a count, otherwise inferred from the model name (marked “from name”); - means the description gives no count. Run estimate_memory or look at the training log for exact numbers.

  • NPU is “yes” when the model name or description says the model is NPU-compliant (see NPU Configuration Guidelines for TI Neural Network Compiler). It does not mean every listed device has an NPU.

  • Target devices are the devices the description lists for the model. Radar classification reuses the timeseries classification models; its task-level device list is derived from the models’ device support.

  • MY_CLS_2k_NPU is the demo model of the Bring Your Own Model (BYOM) guide. It is defined in the classification descriptions but is not in enabled_models_list, so it is not selectable until you follow that guide to enable it. It is not counted below.

Count: 39 classification + 11 regression + 12 forecasting + 13 anomaly detection = 75 timeseries models, plus 5 audio and 3 image classification models, 83 enabled models in total (the README lists the same 83).

13.2.1. Timeseries classification (also used by radar classification)

Source: tinyml_modelzoo/model_descriptions/classification.py (39 models).

Model

Params

NPU

Target devices

CLS_ResAdd_3k

3k

no

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_ResCat_3k

3k

no

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_100_NPU

~100

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_500_NPU

~500

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_1k_NPU

1k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_1.2k_NPU

~1.2K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_1.5k_NPU

~1.5K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_1.9k_NPU

~1.9K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_2k_NPU

~2k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_2.8k_NPU

~2.8K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_3.1k_NPU

~3.1K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_3.9k_NPU

~3.9K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_4k_NPU

~4k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_4.2k_NPU

~4.2K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_5k_NPU

~5K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_6k_NPU

6k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_8k_NPU

~8k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_13k_NPU

~13k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_40k_NPU

~40k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_20k_NPU

~20k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

CLS_55k_NPU

~55k

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

ECG_55k_NPU

~55k

yes

F280013, F2807x, F28002x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, MSPM0G3507, MSPM0G3519, MSPM0G5187

CLS_24k_NPU

~24K

yes

F2807x, F28P551x, F2837xS, F2838x, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, AM263, AM263P, AM261

ArcFault_model_200_t

~200 (from name)

no

F280013, F2807x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, AM263

ArcFault_model_300_t

~300 (from name)

no

F280013, F2807x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, AM263

ArcFault_model_700_t

~700 (from name)

no

F280013, F2807x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, AM263

ArcFault_model_1400_t

~1400 (from name)

no

F280013, F2807x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, AM263

MotorFault_model_1_t

~0.6k

no

F280013, F2807x, F28002x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, AM263, CC2755, CC2745, CC1312, CC1352, CC1314, CC1354, CC35X1

MotorFault_model_2_t

3k

no

F280013, F2807x, F28002x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, AM263, CC2755, CC2745, CC1312, CC1352, CC1314, CC1354, CC35X1

MotorFault_model_3_t

1k

no

F280013, F2807x, F28002x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32, AM13E2, AM263, CC2755, CC2745, CC1312, CC1352, CC1314, CC1354, CC35X1

PIRDetection_model_1_t

no

CC2755, CC2745, CC1312, CC1314, CC1352, CC1354, CC35X1, MSPM0G3507, MSPM0G3519, MSPM0G5187, MSPM33C32

FanImbalance_model_1_t

~0.6k

no

F280013, F2807x, F28002x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM33C32, AM13E2, AM263

FanImbalance_model_2_t

3k

no

F280013, F2807x, F28002x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM33C32, AM13E2, AM263

FanImbalance_model_3_t

1k

no

F280013, F2807x, F28002x, F28P551x, F2837xS, F2838x, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, MSPM33C32, AM13E2, AM263

Pose_and_Fall_model

no

IWRL6432

ElectricalFault_model_40k_t

~40k

yes

MSPM0G3507, MSPM0G3519, MSPM0G5187

GearboxFault_model_1.2k_t

~1.2K

yes

MSPM0G3507, MSPM0G3519, MSPM0G5187

GearboxFault_model_1.5k_t

~1.5K

yes

MSPM0G3507, MSPM0G3519, MSPM0G5187

WiFiPresDet_4.7k_CDE

4.7k

no

CC35X1

13.2.2. Timeseries regression

Source: tinyml_modelzoo/model_descriptions/regression.py (11 models).

Model

Params

NPU

Target devices

REGR_10k

10k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_1k

1k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_2k

2k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_3k

3k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_13k

13k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_4k

4k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_500_NPU

~500

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_2k_NPU

~2K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_6k_NPU

~6K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_8k_NPU

~8K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

REGR_20k_NPU

~20K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

13.2.3. Timeseries forecasting

Source: tinyml_modelzoo/model_descriptions/forecasting.py (12 models).

Model

Params

NPU

Target devices

FCST_13k

13k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_LSTM10

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_LSTM8

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_3k

3k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_500_NPU

~500

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_1k_NPU

~1K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_2k_NPU

~2K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_4k_NPU

~4K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_6k_NPU

~6K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_8k_NPU

~8K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_10k_NPU

~10K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

FCST_20k_NPU

~20K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

13.2.4. Timeseries anomaly detection

Source: tinyml_modelzoo/model_descriptions/anomalydetection.py (13 models).

Model

Params

NPU

Target devices

AD_17k

17k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_11k_NPU

17k

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

Ondevice_Trainable_AD_Linear

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_Linear

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_16k

16k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_4k

4k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_1k

1k

no

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_500_NPU

~500

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_2k_NPU

~2K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_6k_NPU

~6K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_8k_NPU

~8K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_10k_NPU

~10K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

AD_20k_NPU

~20K

yes

F280013, F28E12, F280015, F28003, F28004, F2837, F28P65, F28P55, F29H85, F29P58, F29P32, MSPM33C32, AM13E2, AM263, AM263P, AM261, MSPM0G3507, MSPM0G3519, MSPM0G5187, F28002x, F28P551x, F2838x

13.2.5. Audio classification

Source: tinyml_modelmaker/ai_modules/audio/training/tinyml_tinyverse/audio_classification.py (5 models).

Model

Params

NPU

Target devices

DSCNN_NPU

yes

MSPM0G5187

DSCNN_32K_NPU

yes

MSPM0G5187

DSCNN_GB_NPU

yes

MSPM0G5187

TCDS_ResNet_NPU

yes

MSPM0G5187

TCDS_ResNet_FB_NPU

yes

MSPM0G5187

13.2.6. Image classification

Source: tinyml_modelmaker/ai_modules/vision/training/tinyml_tinyverse/image_classification.py (3 models).

Model

Params

NPU

Target devices

Lenet5

no

MSPM0G3507, MSPM0G3519, MSPM0G5187

MobileNetV1_28k_NPU

~28k (from name)

yes

MSPM0G3507, MSPM0G3519, MSPM0G5187, AM13E2

MobileNetV2_58k_NPU

~58k (from name)

yes

MSPM0G3507, MSPM0G3519, MSPM0G5187, AM13E2

13.2.7. Model counts

Group

Enabled models

Timeseries classification (shared with radar)

39

Timeseries regression

11

Timeseries forecasting

12

Timeseries anomaly detection

13

Audio classification

5

Image classification

3

Total

83

The total is the number of entries in the enabled model lists of the 1.5.0 source: 83. (An earlier draft of the release notes said 78, which was the number of rows in an out-of-date model table.)

See also Bring Your Own Model (BYOM) to add your own model, and Configuration Reference for the training section keys.