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#include <omp.h> |
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void set_num_threads(int n_threads) |
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{ |
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omp_set_num_threads(n_threads); |
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} |
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int get_num_threads() |
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{ |
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return omp_get_num_threads(); |
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} |
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void compress_int4_weight(void *weight, void *out, int n, int m) |
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{ |
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#pragma omp parallel for |
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for(int i=0;i<n;i++) |
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{ |
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for(int j=0;j<m;j++) |
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{ |
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(*(unsigned char*)(out + sizeof(unsigned char) * (i * m + j))) = ((*(unsigned char*)(weight + sizeof(unsigned char) * (i * (m << 1) + (j << 1)))) << 4); |
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(*(unsigned char*)(out + sizeof(unsigned char) * (i * m + j))) |= (((*(unsigned char*)(weight + sizeof(unsigned char) * (i * (m << 1) + ((j << 1) | 1)))) & 15)); |
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} |
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} |
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} |
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void extract_int8_weight_to_float(void *weight, void *scale_list, void *out, int n, int m) |
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{ |
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#pragma omp parallel for |
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for(int i=0;i<n;i++) |
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{ |
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for(int j=0;j<m;j++) |
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(*(float*)(out + sizeof(float) * (i * m + j))) = (*(float*)(scale_list + sizeof(float) * i)) * (*(char*)(weight + sizeof(char) * (i * m + j))); |
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} |
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} |
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void extract_int4_weight_to_float(void *weight, void *scale_list, void *out, int n, int m) |
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{ |
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#pragma omp parallel for |
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for(int i=0;i<n;i++) |
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{ |
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for(int j=0;j<m;j++) |
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{ |
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(*(float*)(out + sizeof(float) * (i * (m << 1) + (j << 1)))) = (*(float*)(scale_list + sizeof(float) * i)) * ((*(char*)(weight + sizeof(char) * (i * m + j))) >> 4); |
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(*(float*)(out + sizeof(float) * (i * (m << 1) + ((j << 1) | 1)))) = (*(float*)(scale_list + sizeof(float) * i)) * (((char)((*(unsigned char*)(weight + sizeof(char) * (i * m + j))) << 4))>> 4); |
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} |
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} |
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} |
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