Experiments
| Name | Tags | Input | DSP Blocks | Learn Blocks | f32_V_Acc | f32_T_Acc | f32_Latency | f32_RAM | f32_Flash | i8_Latency | i8_RAM | i8_Flash | i8_V_Acc | i8_T_Acc | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
|
10,800,000ms. | Raw data | Regression | 58.6% | 28 ms. | 1.9K | 42.2K | 2 ms. | 1.5K | 19.3K | - | - | ||||
|
|
5,400,000ms. | Spectral features | LGBM Random Forest Regressor | 96.3% | 12 ms. | 3.3K | 26.0K | - | - | - | - | - | ||||
|
|
5,400,000ms. | Raw Data | Regression | 67.3% | 28 ms. | 2.3K | 117.3K | 2 ms. | 1.5K | 38.4K | 44.8% | |||||
|
|
5,400,000ms. | Raw Data | Regression | 96.5% | 19 ms. | 1.7K | 41.5K | 1 ms. | 1.3K | 19.1K | 96.4% | |||||
|
|
5,400,000ms. | Raw Data | LGBM Random Forest Regressor | 92.6% | 6 ms. | 0.9K | 17.1K | - | - | - | - | - | ||||
|
|
5,400,000ms. | Spectral Analysis | LGBM Random Forest Regressor | 92.7% | 10 ms. | 3.3K | 17.1K | - | - | - | - | - | ||||
|
|
5,400,000ms. | Raw Data | Regression | 94.4% | 2 ms. | 1.7K | 43.9K | 1 ms. | 1.3K | 19.6K | 96.4% |
