36 lines
1.1 KiB
Plaintext
36 lines
1.1 KiB
Plaintext
#include <cuda_fp16.h>
|
|
#include <cuda_fp8.h>
|
|
|
|
__global__ void quantize(const half *src, __nv_fp8_storage_t *dest, int x_len, int y_len)
|
|
{
|
|
int x_start = threadIdx.x * blockDim.x;
|
|
int y_start = threadIdx.y * blockDim.y;
|
|
__shared__ half max_value;
|
|
|
|
max_value = __float2half(-10000.0f);
|
|
for (int i = 0; i < blockDim.x; i++)
|
|
{
|
|
for (int j = 0; j < blockDim.x; j++)
|
|
{
|
|
if (x_start + i < x_len && y_start + j < y_len)
|
|
{
|
|
|
|
int real_offset = (y_start + j) * x_len + x_start + i;
|
|
max_value = __hmax(src[real_offset], max_value);
|
|
}
|
|
}
|
|
}
|
|
for (int i = 0; i < blockDim.x; i++)
|
|
{
|
|
for (int j = 0; j < blockDim.y; j++)
|
|
{
|
|
if (x_start + i < x_len && y_start + j < y_len)
|
|
{
|
|
|
|
int real_offset = (y_start + j) * x_len + x_start + i;
|
|
half tmp = __hdiv(src[real_offset], max_value);
|
|
dest[real_offset] = __nv_cvt_halfraw_to_fp8(__nv_half_raw(tmp), __NV_SATFINITE, __NV_E5M2);
|
|
}
|
|
}
|
|
}
|
|
} |