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@@ -16,6 +16,7 @@ |
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#include "nnacl/fp32/softmax.h" |
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#include <math.h> |
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#include <float.h> |
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// output = exp(input) / reduce_sum(exp(input), axis) |
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void Softmax(const float *input_ptr, float *output_ptr, float *sum_data, SoftmaxParameter *parameter) { |
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@@ -24,8 +25,13 @@ void Softmax(const float *input_ptr, float *output_ptr, float *sum_data, Softmax |
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int ele_size = parameter->element_size_; |
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int *input_shape = parameter->input_shape_; |
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float max_data = -FLT_MAX; |
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for (int i = 0; i < ele_size; i++) { |
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output_ptr[i] = exp(input_ptr[i]); |
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max_data = max_data > input_ptr[i] ? max_data : input_ptr[i]; |
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} |
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for (int i = 0; i < ele_size; i++) { |
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output_ptr[i] = exp(input_ptr[i] - max_data); |
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} |
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int inner_size = 1, outter_size = 1; |
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for (int i = 0; i < axis; i++) { |
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