Fix some more int overflow in softmax.

This commit is contained in:
DAN™ 2024-04-28 17:07:41 -04:00
parent c481e11f41
commit 91c10ef225

View file

@ -28,7 +28,7 @@ static __global__ void soft_max_f32(const float * x, const float * mask, const f
extern __shared__ float data_soft_max_f32[];
float * buf_iw = data_soft_max_f32; // shared memory buffer for inter-warp communication
// shared memory buffer to cache values between iterations:
float * vals = vals_smem ? buf_iw + WARP_SIZE : dst + rowx*ncols;
float * vals = vals_smem ? buf_iw + WARP_SIZE : dst + (int64_t)rowx*ncols;
float max_val = -INFINITY;
@ -40,8 +40,8 @@ static __global__ void soft_max_f32(const float * x, const float * mask, const f
break;
}
const int ix = rowx*ncols + col;
const int iy = rowy*ncols + col;
const int64_t ix = (int64_t)rowx*ncols + col;
const int64_t iy = (int64_t)rowy*ncols + col;
const float val = x[ix]*scale + (mask ? mask[iy] : 0.0f) + (pos ? slope*pos[col] : 0.0f);
@ -109,7 +109,7 @@ static __global__ void soft_max_f32(const float * x, const float * mask, const f
return;
}
const int idst = rowx*ncols + col;
const int64_t idst = (int64_t)rowx*ncols + col;
dst[idst] = vals[col] * inv_sum;
}
}