| /cmsis-nn-3.6.0-3.5.0/Source/ConvolutionFunctions/ |
| D | arm_convolve_wrapper_s16.c | 52 const cmsis_nn_per_channel_quant_params *quant_params, in arm_convolve_wrapper_s16() argument
68 quant_params, in arm_convolve_wrapper_s16()
82 quant_params, in arm_convolve_wrapper_s16()
95 quant_params, in arm_convolve_wrapper_s16()
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| D | arm_convolve_wrapper_s8.c | 52 const cmsis_nn_per_channel_quant_params *quant_params, in arm_convolve_wrapper_s8() argument
69 quant_params, in arm_convolve_wrapper_s8()
83 quant_params, in arm_convolve_wrapper_s8()
99 quant_params, in arm_convolve_wrapper_s8()
113 quant_params, in arm_convolve_wrapper_s8()
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| D | arm_depthwise_conv_wrapper_s16.c | 52 … const cmsis_nn_per_channel_quant_params *quant_params, in arm_depthwise_conv_wrapper_s16() argument
68 quant_params, in arm_depthwise_conv_wrapper_s16()
82 quant_params, in arm_depthwise_conv_wrapper_s16()
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| D | arm_depthwise_conv_wrapper_s8.c | 51 … const cmsis_nn_per_channel_quant_params *quant_params, in arm_depthwise_conv_wrapper_s8() argument
71 quant_params, in arm_depthwise_conv_wrapper_s8()
86 quant_params, in arm_depthwise_conv_wrapper_s8()
101 quant_params, in arm_depthwise_conv_wrapper_s8()
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| D | arm_convolve_1x1_s8_fast.c | 52 const cmsis_nn_per_channel_quant_params *quant_params, in arm_convolve_1x1_s8_fast() argument
80 quant_params->multiplier, in arm_convolve_1x1_s8_fast()
81 quant_params->shift, in arm_convolve_1x1_s8_fast()
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| D | arm_convolve_1_x_n_s8.c | 52 const cmsis_nn_per_channel_quant_params *quant_params, in arm_convolve_1_x_n_s8() argument
122 quant_params, in arm_convolve_1_x_n_s8()
143 quant_params->multiplier, in arm_convolve_1_x_n_s8()
144 quant_params->shift, in arm_convolve_1_x_n_s8()
176 quant_params, in arm_convolve_1_x_n_s8()
187 quant_params, in arm_convolve_1_x_n_s8()
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| D | arm_convolve_1x1_s8.c | 52 const cmsis_nn_per_channel_quant_params *quant_params, in arm_convolve_1x1_s8() argument
90 quant_params->multiplier, in arm_convolve_1x1_s8()
91 quant_params->shift, in arm_convolve_1x1_s8()
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_ds_cnn_l_s8/ |
| D | test_arm_ds_cnn_l_s8.c | 144 cmsis_nn_per_channel_quant_params quant_params; in ds_cnn_l_s8_inference() local
163 quant_params.multiplier = (int32_t *)ds_cnn_l_layer_1_conv_2d_output_mult; in ds_cnn_l_s8_inference()
164 quant_params.shift = (int32_t *)ds_cnn_l_layer_1_conv_2d_output_shift; in ds_cnn_l_s8_inference()
182 &quant_params, in ds_cnn_l_s8_inference()
207 quant_params.multiplier = (int32_t *)ds_cnn_l_layer_2_depthwise_conv_2d_output_mult; in ds_cnn_l_s8_inference()
208 quant_params.shift = (int32_t *)ds_cnn_l_layer_2_depthwise_conv_2d_output_shift; in ds_cnn_l_s8_inference()
222 &quant_params, in ds_cnn_l_s8_inference()
250 quant_params.multiplier = (int32_t *)ds_cnn_l_layer_3_conv_2d_output_mult; in ds_cnn_l_s8_inference()
251 quant_params.shift = (int32_t *)ds_cnn_l_layer_3_conv_2d_output_shift; in ds_cnn_l_s8_inference()
255 &quant_params, in ds_cnn_l_s8_inference()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_ds_cnn_s_s8/ |
| D | test_arm_ds_cnn_s_s8.c | 123 cmsis_nn_per_channel_quant_params quant_params; in ds_cnn_s_s8_inference() local
142 quant_params.multiplier = (int32_t *)ds_cnn_s_layer_1_conv_2d_output_mult; in ds_cnn_s_s8_inference()
143 quant_params.shift = (int32_t *)ds_cnn_s_layer_1_conv_2d_output_shift; in ds_cnn_s_s8_inference()
161 &quant_params, in ds_cnn_s_s8_inference()
189 quant_params.multiplier = (int32_t *)ds_cnn_s_layer_2_depthwise_conv_2d_output_mult; in ds_cnn_s_s8_inference()
190 quant_params.shift = (int32_t *)ds_cnn_s_layer_2_depthwise_conv_2d_output_shift; in ds_cnn_s_s8_inference()
204 &quant_params, in ds_cnn_s_s8_inference()
232 quant_params.multiplier = (int32_t *)ds_cnn_s_layer_3_conv_2d_output_mult; in ds_cnn_s_s8_inference()
233 quant_params.shift = (int32_t *)ds_cnn_s_layer_3_conv_2d_output_shift; in ds_cnn_s_s8_inference()
237 &quant_params, in ds_cnn_s_s8_inference()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_fully_connected_s8/ |
| D | test_arm_fully_connected_s8.c | 37 cmsis_nn_per_tensor_quant_params quant_params; in fully_connected_arm_fully_connected_s8() local
64 quant_params.multiplier = FULLY_CONNECTED_OUTPUT_MULTIPLIER; in fully_connected_arm_fully_connected_s8()
65 quant_params.shift = FULLY_CONNECTED_OUTPUT_SHIFT; in fully_connected_arm_fully_connected_s8()
73 &quant_params, in fully_connected_arm_fully_connected_s8()
99 cmsis_nn_per_tensor_quant_params quant_params; in fully_connected_mve_0_arm_fully_connected_s8() local
122 quant_params.multiplier = FULLY_CONNECTED_MVE_0_OUTPUT_MULTIPLIER; in fully_connected_mve_0_arm_fully_connected_s8()
123 quant_params.shift = FULLY_CONNECTED_MVE_0_OUTPUT_SHIFT; in fully_connected_mve_0_arm_fully_connected_s8()
130 &quant_params, in fully_connected_mve_0_arm_fully_connected_s8()
155 cmsis_nn_per_tensor_quant_params quant_params; in fully_connected_mve_1_arm_fully_connected_s8() local
178 quant_params.multiplier = FULLY_CONNECTED_MVE_1_OUTPUT_MULTIPLIER; in fully_connected_mve_1_arm_fully_connected_s8()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Source/FullyConnectedFunctions/ |
| D | arm_fully_connected_s16.c | 51 const cmsis_nn_per_tensor_quant_params *quant_params, in arm_fully_connected_s16() argument
67 const int32_t reduced_multiplier = REDUCE_MULTIPLIER(quant_params->multiplier); in arm_fully_connected_s16()
76 quant_params->shift, in arm_fully_connected_s16()
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| D | arm_fully_connected_s8.c | 52 const cmsis_nn_per_tensor_quant_params *quant_params, in arm_fully_connected_s8() argument
76 quant_params->multiplier, in arm_fully_connected_s8()
77 quant_params->shift, in arm_fully_connected_s8()
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_fully_connected_s16/ |
| D | test_arm_fully_connected_s16.c | 35 cmsis_nn_per_tensor_quant_params quant_params; in fully_connected_int16_arm_fully_connected_s16() local
64 quant_params.multiplier = FULLY_CONNECTED_INT16_OUTPUT_MULTIPLIER; in fully_connected_int16_arm_fully_connected_s16()
65 quant_params.shift = FULLY_CONNECTED_INT16_OUTPUT_SHIFT; in fully_connected_int16_arm_fully_connected_s16()
73 &quant_params, in fully_connected_int16_arm_fully_connected_s16()
100 cmsis_nn_per_tensor_quant_params quant_params; in fully_connected_int16_big_arm_fully_connected_s16() local
129 quant_params.multiplier = FULLY_CONNECTED_INT16_BIG_OUTPUT_MULTIPLIER; in fully_connected_int16_big_arm_fully_connected_s16()
130 quant_params.shift = FULLY_CONNECTED_INT16_BIG_OUTPUT_SHIFT; in fully_connected_int16_big_arm_fully_connected_s16()
138 &quant_params, in fully_connected_int16_big_arm_fully_connected_s16()
164 cmsis_nn_per_tensor_quant_params quant_params; in fc_int16_slow_arm_fully_connected_s16() local
193 quant_params.multiplier = FC_INT16_SLOW_OUTPUT_MULTIPLIER; in fc_int16_slow_arm_fully_connected_s16()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_convolve_1_x_n_s8/ |
| D | test_arm_convolve_1_x_n_s8.c | 38 cmsis_nn_per_channel_quant_params quant_params; in conv_1_x_n_1_arm_convolve_s8() local
71 quant_params.multiplier = (int32_t *)conv_1_x_n_1_output_mult; in conv_1_x_n_1_arm_convolve_s8()
72 quant_params.shift = (int32_t *)conv_1_x_n_1_output_shift; in conv_1_x_n_1_arm_convolve_s8()
80 &quant_params, in conv_1_x_n_1_arm_convolve_s8()
104 &quant_params, in conv_1_x_n_1_arm_convolve_s8()
129 cmsis_nn_per_channel_quant_params quant_params; in conv_1_x_n_2_arm_convolve_s8() local
162 quant_params.multiplier = (int32_t *)conv_1_x_n_2_output_mult; in conv_1_x_n_2_arm_convolve_s8()
163 quant_params.shift = (int32_t *)conv_1_x_n_2_output_shift; in conv_1_x_n_2_arm_convolve_s8()
171 &quant_params, in conv_1_x_n_2_arm_convolve_s8()
194 &quant_params, in conv_1_x_n_2_arm_convolve_s8()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_convolve_s8/ |
| D | test_arm_convolve_s8.c | 46 cmsis_nn_per_channel_quant_params quant_params; in basic_arm_convolve_s8() local
79 quant_params.multiplier = (int32_t *)basic_output_mult; in basic_arm_convolve_s8()
80 quant_params.shift = (int32_t *)basic_output_shift; in basic_arm_convolve_s8()
88 &quant_params, in basic_arm_convolve_s8()
114 &quant_params, in basic_arm_convolve_s8()
140 cmsis_nn_per_channel_quant_params quant_params; in stride2pad1_arm_convolve_s8() local
173 quant_params.multiplier = (int32_t *)stride2pad1_output_mult; in stride2pad1_arm_convolve_s8()
174 quant_params.shift = (int32_t *)stride2pad1_output_shift; in stride2pad1_arm_convolve_s8()
182 &quant_params, in stride2pad1_arm_convolve_s8()
207 &quant_params, in stride2pad1_arm_convolve_s8()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_depthwise_conv_fast_s16/ |
| D | test_arm_depthwise_conv_fast_s16.c | 41 cmsis_nn_per_channel_quant_params quant_params; in dw_int16xint8_fast_arm_depthwise_conv_fast_s16() local
76 quant_params.multiplier = (int32_t *)dw_int16xint8_fast_output_mult; in dw_int16xint8_fast_arm_depthwise_conv_fast_s16()
77 quant_params.shift = (int32_t *)dw_int16xint8_fast_output_shift; in dw_int16xint8_fast_arm_depthwise_conv_fast_s16()
84 &quant_params, in dw_int16xint8_fast_arm_depthwise_conv_fast_s16()
112 &quant_params, in dw_int16xint8_fast_arm_depthwise_conv_fast_s16()
138 cmsis_nn_per_channel_quant_params quant_params; in dw_int16xint8_fast_spill_arm_depthwise_conv_fast_s16() local
173 quant_params.multiplier = (int32_t *)dw_int16xint8_fast_spill_output_mult; in dw_int16xint8_fast_spill_arm_depthwise_conv_fast_s16()
174 quant_params.shift = (int32_t *)dw_int16xint8_fast_spill_output_shift; in dw_int16xint8_fast_spill_arm_depthwise_conv_fast_s16()
181 &quant_params, in dw_int16xint8_fast_spill_arm_depthwise_conv_fast_s16()
208 &quant_params, in dw_int16xint8_fast_spill_arm_depthwise_conv_fast_s16()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_convolve_1x1_s8_fast/ |
| D | test_arm_convolve_1x1_s8_fast.c | 37 cmsis_nn_per_channel_quant_params quant_params; in kernel1x1_arm_convolve_1x1_s8_fast() local
73 quant_params.multiplier = (int32_t *)kernel1x1_output_mult; in kernel1x1_arm_convolve_1x1_s8_fast()
74 quant_params.shift = (int32_t *)kernel1x1_output_shift; in kernel1x1_arm_convolve_1x1_s8_fast()
82 &quant_params, in kernel1x1_arm_convolve_1x1_s8_fast()
109 cmsis_nn_per_channel_quant_params quant_params; in kernel1x1_stride_x_arm_convolve_1x1_s8() local
147 quant_params.multiplier = (int32_t *)kernel1x1_stride_x_output_mult; in kernel1x1_stride_x_arm_convolve_1x1_s8()
148 quant_params.shift = (int32_t *)kernel1x1_stride_x_output_shift; in kernel1x1_stride_x_arm_convolve_1x1_s8()
156 &quant_params, in kernel1x1_stride_x_arm_convolve_1x1_s8()
176 &quant_params, in kernel1x1_stride_x_arm_convolve_1x1_s8()
197 cmsis_nn_per_channel_quant_params quant_params; in kernel1x1_stride_x_y_arm_convolve_1x1_s8() local
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_depthwise_conv_3x3_s8/ |
| D | test_arm_depthwise_conv_3x3_s8.c | 36 cmsis_nn_per_channel_quant_params quant_params; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_s8() local
70 quant_params.multiplier = (int32_t *)depthwise_kernel_3x3_output_mult; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_s8()
71 quant_params.shift = (int32_t *)depthwise_kernel_3x3_output_shift; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_s8()
78 &quant_params, in depthwise_kernel_3x3_arm_depthwise_conv_3x3_s8()
112 &quant_params, in depthwise_kernel_3x3_arm_depthwise_conv_3x3_s8()
139 cmsis_nn_per_channel_quant_params quant_params; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_1_s8() local
172 quant_params.multiplier = (int32_t *)depthwise_kernel_3x3_output_mult; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_1_s8()
173 quant_params.shift = (int32_t *)depthwise_kernel_3x3_output_shift; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_1_s8()
180 &quant_params, in depthwise_kernel_3x3_arm_depthwise_conv_3x3_1_s8()
213 &quant_params, in depthwise_kernel_3x3_arm_depthwise_conv_3x3_1_s8()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_depthwise_conv_s8/ |
| D | test_arm_depthwise_conv_s8.c | 36 cmsis_nn_per_channel_quant_params quant_params; in depthwise_2_arm_depthwise_conv_s8() local
70 quant_params.multiplier = (int32_t *)depthwise_2_output_mult; in depthwise_2_arm_depthwise_conv_s8()
71 quant_params.shift = (int32_t *)depthwise_2_output_shift; in depthwise_2_arm_depthwise_conv_s8()
78 &quant_params, in depthwise_2_arm_depthwise_conv_s8()
106 &quant_params, in depthwise_2_arm_depthwise_conv_s8()
132 cmsis_nn_per_channel_quant_params quant_params; in depthwise_mult_batches_arm_depthwise_conv_s8() local
166 quant_params.multiplier = (int32_t *)depthwise_mult_batches_output_mult; in depthwise_mult_batches_arm_depthwise_conv_s8()
167 quant_params.shift = (int32_t *)depthwise_mult_batches_output_shift; in depthwise_mult_batches_arm_depthwise_conv_s8()
174 &quant_params, in depthwise_mult_batches_arm_depthwise_conv_s8()
202 &quant_params, in depthwise_mult_batches_arm_depthwise_conv_s8()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_convolve_s16/ |
| D | test_arm_convolve_s16.c | 38 cmsis_nn_per_channel_quant_params quant_params; in int16xint8_arm_convolve_s16() local
71 quant_params.multiplier = (int32_t *)int16xint8_output_mult; in int16xint8_arm_convolve_s16()
72 quant_params.shift = (int32_t *)int16xint8_output_shift; in int16xint8_arm_convolve_s16()
79 &quant_params, in int16xint8_arm_convolve_s16()
103 &quant_params, in int16xint8_arm_convolve_s16()
128 cmsis_nn_per_channel_quant_params quant_params; in requantize_s64_arm_convolve_s16() local
161 quant_params.multiplier = (int32_t *)requantize_s64_output_mult; in requantize_s64_arm_convolve_s16()
162 quant_params.shift = (int32_t *)requantize_s64_output_shift; in requantize_s64_arm_convolve_s16()
169 &quant_params, in requantize_s64_arm_convolve_s16()
192 &quant_params, in requantize_s64_arm_convolve_s16()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_depthwise_conv_s8_opt/ |
| D | test_arm_depthwise_conv_s8_opt.c | 39 cmsis_nn_per_channel_quant_params quant_params; in basic_arm_depthwise_conv_s8_opt() local
72 quant_params.multiplier = (int32_t *)basic_output_mult; in basic_arm_depthwise_conv_s8_opt()
73 quant_params.shift = (int32_t *)basic_output_shift; in basic_arm_depthwise_conv_s8_opt()
87 &quant_params, in basic_arm_depthwise_conv_s8_opt()
115 &quant_params, in basic_arm_depthwise_conv_s8_opt()
141 cmsis_nn_per_channel_quant_params quant_params; in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt() local
174 quant_params.multiplier = (int32_t *)depthwise_eq_in_out_ch_output_mult; in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt()
175 quant_params.shift = (int32_t *)depthwise_eq_in_out_ch_output_shift; in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt()
189 &quant_params, in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt()
216 &quant_params, in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Source/NNSupportFunctions/ |
| D | arm_nn_mat_mul_core_4x_s8.c | 53 const cmsis_nn_per_channel_quant_params *quant_params, in arm_nn_mat_mul_core_4x_s8() argument
122 res = arm_requantize_mve(res, quant_params->multiplier[i], quant_params->shift[i]); in arm_nn_mat_mul_core_4x_s8()
141 (void)quant_params; in arm_nn_mat_mul_core_4x_s8()
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| D | arm_nn_mat_mul_core_1x_s8.c | 53 const cmsis_nn_per_channel_quant_params *quant_params, in arm_nn_mat_mul_core_1x_s8() argument
59 int32_t *output_mult = quant_params->multiplier; in arm_nn_mat_mul_core_1x_s8()
60 int32_t *output_shift = quant_params->shift; in arm_nn_mat_mul_core_1x_s8()
144 (void)quant_params; in arm_nn_mat_mul_core_1x_s8()
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_depthwise_conv_s16/ |
| D | test_arm_depthwise_conv_s16.c | 34 cmsis_nn_per_channel_quant_params quant_params; in dw_int16xint8_arm_depthwise_conv_s16() local
69 quant_params.multiplier = (int32_t *)dw_int16xint8_output_mult; in dw_int16xint8_arm_depthwise_conv_s16()
70 quant_params.shift = (int32_t *)dw_int16xint8_output_shift; in dw_int16xint8_arm_depthwise_conv_s16()
77 &quant_params, in dw_int16xint8_arm_depthwise_conv_s16()
105 &quant_params, in dw_int16xint8_arm_depthwise_conv_s16()
131 cmsis_nn_per_channel_quant_params quant_params; in dw_int16xint8_dilation_arm_depthwise_conv_s16() local
166 quant_params.multiplier = (int32_t *)dw_int16xint8_dilation_output_mult; in dw_int16xint8_dilation_arm_depthwise_conv_s16()
167 quant_params.shift = (int32_t *)dw_int16xint8_dilation_output_shift; in dw_int16xint8_dilation_arm_depthwise_conv_s16()
174 &quant_params, in dw_int16xint8_dilation_arm_depthwise_conv_s16()
202 &quant_params, in dw_int16xint8_dilation_arm_depthwise_conv_s16()
[all …]
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| /cmsis-nn-3.6.0-3.5.0/Tests/UnitTest/TestCases/test_arm_convolve_fast_s16/ |
| D | test_arm_convolve_fast_s16.c | 35 cmsis_nn_per_channel_quant_params quant_params; in int16xint8_arm_convolve_fast_s16() local
68 quant_params.multiplier = (int32_t *)int16xint8_output_mult; in int16xint8_arm_convolve_fast_s16()
69 quant_params.shift = (int32_t *)int16xint8_output_shift; in int16xint8_arm_convolve_fast_s16()
76 &quant_params, in int16xint8_arm_convolve_fast_s16()
101 &quant_params, in int16xint8_arm_convolve_fast_s16()
129 cmsis_nn_per_channel_quant_params quant_params; in requantize_s64_arm_convolve_fast_s16() local
162 quant_params.multiplier = (int32_t *)requantize_s64_output_mult; in requantize_s64_arm_convolve_fast_s16()
163 quant_params.shift = (int32_t *)requantize_s64_output_shift; in requantize_s64_arm_convolve_fast_s16()
170 &quant_params, in requantize_s64_arm_convolve_fast_s16()
194 &quant_params, in requantize_s64_arm_convolve_fast_s16()
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