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| arm_status | arm_avgpool_s16 (const cmsis_nn_context *ctx, const cmsis_nn_pool_params *pool_params, const cmsis_nn_dims *input_dims, const q15_t *src, const cmsis_nn_dims *filter_dims, const cmsis_nn_dims *output_dims, q15_t *dst) |
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| int32_t | arm_avgpool_s16_get_buffer_size (const int output_x, const int ch_src) |
| | Get the required buffer size for S16 average pooling function. More...
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| arm_status | arm_avgpool_s8 (const cmsis_nn_context *ctx, const cmsis_nn_pool_params *pool_params, const cmsis_nn_dims *input_dims, const q7_t *src, const cmsis_nn_dims *filter_dims, const cmsis_nn_dims *output_dims, q7_t *dst) |
| | s8 average pooling function. More...
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| int32_t | arm_avgpool_s8_get_buffer_size (const int output_x, const int ch_src) |
| | Get the required buffer size for S8 average pooling function. More...
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| arm_status | arm_max_pool_s16 (const cmsis_nn_context *ctx, const cmsis_nn_pool_params *pool_params, const cmsis_nn_dims *input_dims, const int16_t *src, const cmsis_nn_dims *filter_dims, const cmsis_nn_dims *output_dims, int16_t *dst) |
| | s16 max pooling function. More...
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| arm_status | arm_max_pool_s8 (const cmsis_nn_context *ctx, const cmsis_nn_pool_params *pool_params, const cmsis_nn_dims *input_dims, const q7_t *src, const cmsis_nn_dims *filter_dims, const cmsis_nn_dims *output_dims, q7_t *dst) |
| | s8 max pooling function. More...
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| void | arm_maxpool_q7_HWC (q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const uint16_t dim_im_out, q7_t *bufferA, q7_t *Im_out) |
| | Q7 max pooling function. More...
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| void | arm_avepool_q7_HWC (q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const uint16_t dim_im_out, q7_t *bufferA, q7_t *Im_out) |
| | Q7 average pooling function. More...
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- Parameters
-
| [in,out] | ctx | Function context (e.g. temporary buffer). Check the function definition file to see if an additional buffer is required. Optional function {API}_get_buffer_size() provides the buffer size if an additional buffer is required. |
| [in] | pool_params | Pooling parameters |
| [in] | input_dims | Input (activation) tensor dimensions. Format: [H, W, C_IN] Argument 'N' is not used. |
| [in] | input_data | Input (activation) data pointer. Data type: int8 |
| [in] | filter_dims | Filter tensor dimensions. Format: [H, W] Argument N and C are not used. |
| [in] | output_dims | Output tensor dimensions. Format: [H, W, C_OUT] Argument N is not used. C_OUT equals C_IN. |
| [in,out] | output_data | Output data pointer. Data type: int8 |
- Returns
- The function returns
ARM_MATH_SUCCESS - Successful operation
- Supported Framework: TensorFlow Lite
References cmsis_nn_pool_params::activation, arm_avgpool_s8_get_buffer_size(), cmsis_nn_context::buf, cmsis_nn_dims::c, cmsis_nn_tile::h, cmsis_nn_dims::h, MAX, cmsis_nn_activation::max, MIN, cmsis_nn_activation::min, cmsis_nn_pool_params::padding, cmsis_nn_pool_params::stride, cmsis_nn_tile::w, and cmsis_nn_dims::w.
- Parameters
-
| [in,out] | ctx | Function context (e.g. temporary buffer). Check the function definition file to see if an additional buffer is required. Optional function {API}_get_buffer_size() provides the buffer size if an additional buffer is required. |
| [in] | pool_params | Pooling parameters |
| [in] | input_dims | Input (activation) tensor dimensions. Format: [H, W, C_IN] Argument 'N' is not used. |
| [in] | src | Input (activation) data pointer. The input tensor must not overlap with the output tensor. Data type: int16 |
| [in] | filter_dims | Filter tensor dimensions. Format: [H, W] Argument N and C are not used. |
| [in] | output_dims | Output tensor dimensions. Format: [H, W, C_OUT] Argument N is not used. C_OUT equals C_IN. |
| [in,out] | dst | Output data pointer. Data type: int16 |
- Returns
- The function returns
ARM_MATH_SUCCESS - Successful operation
- Supported Framework: TensorFlow Lite
References cmsis_nn_pool_params::activation, cmsis_nn_dims::c, clamp_output(), compare_and_replace_if_larger(), cmsis_nn_tile::h, cmsis_nn_dims::h, MAX, cmsis_nn_activation::max, MIN, cmsis_nn_activation::min, cmsis_nn_pool_params::padding, cmsis_nn_pool_params::stride, cmsis_nn_tile::w, and cmsis_nn_dims::w.
- Parameters
-
| [in,out] | ctx | Function context (e.g. temporary buffer). Check the function definition file to see if an additional buffer is required. Optional function {API}_get_buffer_size() provides the buffer size if an additional buffer is required. |
| [in] | pool_params | Pooling parameters |
| [in] | input_dims | Input (activation) tensor dimensions. Format: [H, W, C_IN] Argument 'N' is not used. |
| [in] | input_data | Input (activation) data pointer. The input tensor must not overlap with the output tensor. Data type: int8 |
| [in] | filter_dims | Filter tensor dimensions. Format: [H, W] Argument N and C are not used. |
| [in] | output_dims | Output tensor dimensions. Format: [H, W, C_OUT] Argument N is not used. C_OUT equals C_IN. |
| [in,out] | output_data | Output data pointer. Data type: int8 |
- Returns
- The function returns
ARM_MATH_SUCCESS - Successful operation
- Supported Framework: TensorFlow Lite
References cmsis_nn_pool_params::activation, arm_memcpy_q7(), cmsis_nn_dims::c, clamp_output(), compare_and_replace_if_larger_q7(), cmsis_nn_tile::h, cmsis_nn_dims::h, MAX, cmsis_nn_activation::max, MIN, cmsis_nn_activation::min, cmsis_nn_pool_params::padding, cmsis_nn_pool_params::stride, cmsis_nn_tile::w, and cmsis_nn_dims::w.