Pooling, softmax, quantization
Classifier tail APIs plus dtype conversion and requantization utilities. 27 functions, declared in 4 modules.
| Function | Summary | Module |
|---|---|---|
arm_avg_pool_f16 |
Average pooling. | Pooling Functions |
arm_avg_pool_f32 |
Average pooling. | Pooling Functions |
arm_avgpool_s16 |
s16 average pooling function. | arm_nnfunctions.h |
arm_avgpool_s16_get_buffer_size |
Get the required buffer size for S16 average pooling function. | arm_nnfunctions.h |
arm_avgpool_s16_get_buffer_size_dsp |
Get the required buffer size for S16 average pooling function for processors with DSP extension. | arm_nnfunctions.h |
arm_avgpool_s16_get_buffer_size_mve |
Get the required buffer size for S16 average pooling function for Arm(R) Helium Architecture case. | arm_nnfunctions.h |
arm_avgpool_s8 |
s8 average pooling function. | arm_nnfunctions.h |
arm_avgpool_s8_get_buffer_size |
Get the required buffer size for S8 average pooling function. | arm_nnfunctions.h |
arm_avgpool_s8_get_buffer_size_dsp |
Get the required buffer size for S8 average pooling function for processors with DSP extension. | arm_nnfunctions.h |
arm_avgpool_s8_get_buffer_size_mve |
Get the required buffer size for S8 average pooling function for Arm(R) Helium Architecture case. | arm_nnfunctions.h |
arm_dequantize_f16_f32 |
Widen a float16 vector to float32. | Quantization Functions: |
arm_dequantize_s16_f32 |
Dequantize an int16t array back to floating-point format. | arm_nnfunctions.h |
arm_dequantize_s8_f32 |
Dequantize an int8t array back to floating-point format. | arm_nnfunctions.h |
arm_max_pool_f16 |
Max pooling. | Pooling Functions |
arm_max_pool_f32 |
Max pooling. | Pooling Functions |
arm_max_pool_s16 |
s16 max pooling function. | arm_nnfunctions.h |
arm_max_pool_s8 |
s8 max pooling function. | arm_nnfunctions.h |
arm_quantize_f32_s16 |
Quantize a floating-point array into int16t format. | arm_nnfunctions.h |
arm_quantize_f32_s8 |
Quantize a floating-point array into int8t format. | arm_nnfunctions.h |
arm_requantize_s16_s16 |
Requantize an int16t array to another int16t range with a different scale. | arm_nnfunctions.h |
arm_requantize_s8_s8 |
Requantize an int8t array to another int8t range with a different scale. | arm_nnfunctions.h |
arm_softmax_f16 |
Softmax using the float-native API signature. | Softmax Functions |
arm_softmax_f32 |
Softmax using the float-native API signature. | Softmax Functions |
arm_softmax_s16 |
S16 softmax function. | arm_nnfunctions.h |
arm_softmax_s8 |
S8 softmax function. | arm_nnfunctions.h |
arm_softmax_s8_s16 |
S8 to s16 softmax function. | arm_nnfunctions.h |
arm_softmax_u8 |
U8 softmax function. | arm_nnfunctions.h |