Fully connected
Dense layers, batch matmul paths, and scratch sizing helpers. 33 functions, declared in 2 modules.
| Function | Summary | Module |
|---|---|---|
arm_batch_matmul_f16 |
Batched matrix multiplication. | Fully-connected Layer Functions |
arm_batch_matmul_f16_get_buffer_size |
Get the temporary buffer size required by batched matrix multiplication. | Fully-connected Layer Functions |
arm_batch_matmul_f32 |
Batched matrix multiplication. | Fully-connected Layer Functions |
arm_batch_matmul_f32_get_buffer_size |
Get the temporary buffer size required by batched matrix multiplication. | Fully-connected Layer Functions |
arm_batch_matmul_s16 |
Batch matmul function with 16 bit input and output. | arm_nnfunctions.h |
arm_batch_matmul_s8 |
Batch matmul function with 8 bit input and output. | arm_nnfunctions.h |
arm_batch_matmul_s8_get_buffer_size |
Get size of the scratch buffer required by armbatchmatmuls8(). | arm_nnfunctions.h |
arm_batch_matmul_s8_get_buffer_size_dsp |
Get size of the scratch buffer required by armbatchmatmuls8() for processors with DSP extension. | arm_nnfunctions.h |
arm_batch_matmul_s8_get_buffer_size_mve |
Get size of the scratch buffer required by armbatchmatmuls8() for Arm(R) Helium Architecture case. | arm_nnfunctions.h |
arm_fully_connected_f16 |
Fully connected layer, dispatch by layout. | Fully-connected Layer Functions |
arm_fully_connected_f16_acc16 |
Fully connected layer, dispatch by layout. | Fully-connected Layer Functions |
arm_fully_connected_f16_get_buffer_size |
Get the temporary buffer size required by the fully connected layer. | Fully-connected Layer Functions |
arm_fully_connected_f32 |
Fully connected layer, dispatch by layout. | Fully-connected Layer Functions |
arm_fully_connected_f32_get_buffer_size |
Get the temporary buffer size required by the fully connected layer. | Fully-connected Layer Functions |
arm_fully_connected_nhwc_f16 |
Fully connected layer, NHWC layout. | Fully-connected Layer Functions |
arm_fully_connected_nhwc_f16_acc16 |
Fully connected layer, NHWC layout. | Fully-connected Layer Functions |
arm_fully_connected_nhwc_f32 |
Fully connected layer, NHWC layout. | Fully-connected Layer Functions |
arm_fully_connected_per_channel_s16 |
Basic s16 Fully Connected function using per channel quantization. | arm_nnfunctions.h |
arm_fully_connected_per_channel_s16_get_buffer_size |
Get size of additional buffer required by armfullyconnectedperchannels16(). | arm_nnfunctions.h |
arm_fully_connected_per_channel_s16_get_buffer_size_dsp |
Get size of additional buffer required by armfullyconnectedperchannels16() for processors with DSP extension. | arm_nnfunctions.h |
arm_fully_connected_per_channel_s16_get_buffer_size_mve |
Get size of additional buffer required by armfullyconnectedperchannels16() for Arm(R) Helium Architecture case. | arm_nnfunctions.h |
arm_fully_connected_per_channel_s8 |
Basic s8 Fully Connected function using per channel quantization. | arm_nnfunctions.h |
arm_fully_connected_s16 |
Basic s16 Fully Connected function. | arm_nnfunctions.h |
arm_fully_connected_s16_get_buffer_size |
Get size of additional buffer required by armfullyconnecteds16(). | arm_nnfunctions.h |
arm_fully_connected_s16_get_buffer_size_dsp |
Get size of additional buffer required by armfullyconnecteds16() for processors with DSP extension. | arm_nnfunctions.h |
arm_fully_connected_s16_get_buffer_size_mve |
Get size of additional buffer required by armfullyconnecteds16() for Arm(R) Helium Architecture case. | arm_nnfunctions.h |
arm_fully_connected_s4 |
Basic s4 Fully Connected function. | arm_nnfunctions.h |
arm_fully_connected_s8 |
Basic s8 Fully Connected function. | arm_nnfunctions.h |
arm_fully_connected_s8_get_buffer_size |
Get size of additional buffer required by armfullyconnecteds8(). | arm_nnfunctions.h |
arm_fully_connected_s8_get_buffer_size_dsp |
Get size of additional buffer required by armfullyconnecteds8() for processors with DSP extension. | arm_nnfunctions.h |
arm_fully_connected_s8_get_buffer_size_mve |
Get size of additional buffer required by armfullyconnecteds8() for Arm(R) Helium Architecture case. | arm_nnfunctions.h |
arm_fully_connected_wrapper_s16 |
s16 Fully Connected layer wrapper function | arm_nnfunctions.h |
arm_fully_connected_wrapper_s8 |
s8 Fully Connected layer wrapper function | arm_nnfunctions.h |