Lines Matching full:with
7 * not use this file except in compliance with the License.
32 …* A collection of functions to perform basic operations for neural network layers. Functions with …
66 …* @brief s4 convolution layer wrapper function with the main purpose to call the optimal kernel av…
81 * @param[in] filter_data Filter data pointer. Data type: int8 packed with 2x int4
138 …* @brief Get the required buffer size for arm_convolve_wrapper_s4 for processors with DSP extensio…
151 …* @brief s8 convolution layer wrapper function with the main purpose to call the optimal kernel av…
222 …* @brief Get the required buffer size for arm_convolve_wrapper_s8 for processors with DSP extensio…
235 …* @brief s16 convolution layer wrapper function with the main purpose to call the optimal kernel a…
252 …* @param[in] bias_data Struct with optional bias data pointer. Bias data type can be int…
294 …* @brief Get the required buffer size for arm_convolve_wrapper_s16 for for processors with DSP ext…
333 * @param[in] filter_data Packed Filter data pointer. Data type: int8 packed with 2x int4
359 * @brief Basic s4 convolution function with a requirement of even number of kernels.
372 * @param[in] filter_data Packed Filter data pointer. Data type: int8 packed with 2x int4
594 …* @brief Get size of additional buffer required by arm_transpose_conv_s8() for processors with DSP…
633 …* @param[in] bias_data Struct with optional bias data pointer. Bias data type can be int…
684 * @param[in] filter_data Filter data pointer. Data type: int8 packed with 2x int4
714 * @brief s4 version for 1x1 convolution with support for non-unity stride values
726 * @param[in] filter_data Filter data pointer. Data type: int8 packed with 2x int4
815 * @brief s8 version for 1x1 convolution with support for non-unity stride values
1020 * -# arm_depthwise_conv_3x3_s8() - Cortex-M CPUs with DSP extension only
1099 …of additional buffer required by arm_depthwise_conv_wrapper_s8() for processors with DSP extension.
1143 …of additional buffer required by arm_depthwise_conv_wrapper_s4() for processors with DSP extension.
1323 * -# arm_depthwise_conv_fast_s16() - Cortex-M CPUs with DSP extension only
1356 …f additional buffer required by arm_depthwise_conv_wrapper_s16() for processors with DSP extension.
1382 …* @brief Optimized s16 depthwise convolution function with constraint that in_channel equals out_c…
1414 * function with constraint that in_channel equals out_channel.
1424 * @brief Optimized s8 depthwise convolution function for 3x3 kernel size with some constraints on
1454 …* @brief Optimized s8 depthwise convolution function with constraint that in_channel equals out_ch…
1488 …* @brief Optimized s4 depthwise convolution function with constraint that in_channel equals out_ch…
1523 * function with constraint that in_channel equals out_channel.
1534 * function with constraint that in_channel equals out_channel.
1549 * with bias. The matrix is the weights and the input/output vectors
1760 * @param[in] lhs_offset Constant multiplied with each sum
1780 * @param[in] lhs_offset Constant multiplied with each sum
1802 …* @brief Get size of additional buffer required by arm_fully_connected_s8() for processors with DS…
1877 …* @brief Get size of additional buffer required by arm_fully_connected_s16() for processors with D…
2075 …* This activation function must be bit precise congruent with the corresponding TFLM tanh and sigm…
2135 …* @brief Get the required buffer size for S8 average pooling function for processors with DSP exte…
2198 …* @brief Get the required buffer size for S16 average pooling function for processors with DSP ext…
2228 * overlap with the output tensor. Data type: int8
2263 * overlap with the output tensor. Data type: int16
2300 * @param[in] diff_min Minimum difference with max in row. Used to check if
2322 * @param[in] diff_min Minimum difference with max in row. Used to check if
2344 …* @param[in] softmax_params Softmax s16 layer parameters with two pointers to LUTs speficied bel…
2373 * @param[in] diff_min Minimum difference with max in row. Used to check if
2395 * @brief Reshape a s8 vector into another with different shape
2400 * @note The output is expected to be in a memory area that does not overlap with the input's
2460 …* @param[in] input Pointer to input tensor. Input tensor must not overlap with the output tens…
2507 …* @param[in] input Pointer to input tensor. Input tensor must not overlap with the output tens…
2554 * @param[in] input Pointer to input tensor. Input tensor must not overlap with output tensor.
2626 * @brief s8 SVDF function with 8 bit state tensor and 8 bit time weights
2682 * @brief s8 SVDF function with 16 bit state tensor and 16 bit time weights
2738 * @brief Get size of additional buffer required by arm_svdf_s8() for processors with DSP extension.
2763 …* @brief LSTM unidirectional function with 8 bit input and output and 16 bit gate output, 32 bit b…
2784 …* @brief LSTM unidirectional function with 16 bit input and output and 16 bit gate output, 64 bit …
2805 * @brief Batch matmul function with 8 bit input and output.
2828 * 2. Performs row * row matrix multiplication with the RHS transposed.
2842 * @brief Batch matmul function with 16 bit input and output.
2865 * 2. Performs row * row matrix multiplication with the RHS transposed.
2888 * @param[in] pad_value Value to pad with
2904 * @brief Elementwise binary minimum with 8bit data.
2930 * @brief Elementwise binary maximum with 8bit data.