circuitpython-ulab/code/ndarray_operators.h
2020-10-14 20:27:37 +02:00

166 lines
8.6 KiB
C

#include "ndarray.h"
mp_obj_t ndarray_binary_equality(ndarray_obj_t *, ndarray_obj_t *, uint8_t , size_t *, int32_t *, int32_t *, mp_binary_op_t );
mp_obj_t ndarray_binary_add(ndarray_obj_t *, ndarray_obj_t *, uint8_t , size_t *, int32_t *, int32_t *);
mp_obj_t ndarray_binary_multiply(ndarray_obj_t *, ndarray_obj_t *, uint8_t , size_t *, int32_t *, int32_t *);
mp_obj_t ndarray_binary_more(ndarray_obj_t *, ndarray_obj_t *, uint8_t , size_t *, int32_t *, int32_t *, mp_binary_op_t );
mp_obj_t ndarray_binary_power(ndarray_obj_t *, ndarray_obj_t *, uint8_t , size_t *, int32_t *, int32_t *);
mp_obj_t ndarray_binary_subtract(ndarray_obj_t *, ndarray_obj_t *, uint8_t , size_t *, int32_t *, int32_t *);
mp_obj_t ndarray_binary_true_divide(ndarray_obj_t *, ndarray_obj_t *, uint8_t , size_t *, int32_t *, int32_t *);
mp_obj_t ndarray_inplace_ams(ndarray_obj_t *, ndarray_obj_t *, int32_t *, uint8_t );
mp_obj_t ndarray_inplace_power(ndarray_obj_t *, ndarray_obj_t *, int32_t *);
mp_obj_t ndarray_inplace_divide(ndarray_obj_t *, ndarray_obj_t *, int32_t *);
#define UNWRAP_INPLACE_OPERATOR(lhs, larray, rarray, rstrides, OPERATOR)\
({\
if((lhs)->dtype == NDARRAY_UINT8) {\
if((rhs)->dtype == NDARRAY_UINT8) {\
INPLACE_LOOP((lhs), uint8_t, uint8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_INT8) {\
INPLACE_LOOP((lhs), uint8_t, int8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_UINT16) {\
INPLACE_LOOP((lhs), uint8_t, uint16_t, (larray), (rarray), (rstrides), OPERATOR);\
} else {\
INPLACE_LOOP((lhs), uint8_t, int16_t, (larray), (rarray), (rstrides), OPERATOR);\
}\
} else if(lhs->dtype == NDARRAY_INT8) {\
if(rhs->dtype == NDARRAY_UINT8) {\
INPLACE_LOOP((lhs), int8_t, uint8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_INT8) {\
INPLACE_LOOP((lhs), int8_t, int8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_UINT16) {\
INPLACE_LOOP((lhs), int8_t, uint16_t, (larray), (rarray), (rstrides), OPERATOR);\
} else {\
INPLACE_LOOP((lhs), int8_t, int16_t, (larray), (rarray), (rstrides), OPERATOR);\
}\
} else if(lhs->dtype == NDARRAY_UINT16) {\
if(rhs->dtype == NDARRAY_UINT8) {\
INPLACE_LOOP((lhs), uint16_t, uint8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_INT8) {\
INPLACE_LOOP((lhs), uint16_t, int8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_UINT16) {\
INPLACE_LOOP((lhs), uint16_t, uint16_t, (larray), (rarray), (rstrides), OPERATOR);\
} else {\
INPLACE_LOOP((lhs), uint16_t, int16_t, (larray), (rarray), (rstrides), OPERATOR);\
}\
} else if(lhs->dtype == NDARRAY_INT16) {\
if(rhs->dtype == NDARRAY_UINT8) {\
INPLACE_LOOP((lhs), int16_t, uint8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_INT8) {\
INPLACE_LOOP((lhs), int16_t, int8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_UINT16) {\
INPLACE_LOOP((lhs), int16_t, uint16_t, (larray), (rarray), (rstrides), OPERATOR);\
} else {\
INPLACE_LOOP((lhs), int16_t, int16_t, (larray), (rarray), (rstrides), OPERATOR);\
}\
} else if(lhs->dtype == NDARRAY_FLOAT) {\
if(rhs->dtype == NDARRAY_UINT8) {\
INPLACE_LOOP((lhs), mp_float_t, uint8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_INT8) {\
INPLACE_LOOP((lhs), mp_float_t, int8_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_UINT16) {\
INPLACE_LOOP((lhs), mp_float_t, uint16_t, (larray), (rarray), (rstrides), OPERATOR);\
} else if(rhs->dtype == NDARRAY_INT16) {\
INPLACE_LOOP((lhs), mp_float_t, int16_t, (larray), (rarray), (rstrides), OPERATOR);\
} else {\
INPLACE_LOOP((lhs), mp_float_t, mp_float_t, (larray), (rarray), (rstrides), OPERATOR);\
}\
}\
})
#if ULAB_MAX_DIMS == 1
#define INPLACE_POWER(results, type_left, type_right, larray, rarray, rstrides)\
({ size_t l = 0;\
do {\
*((type_left *)(larray)) = MICROPY_FLOAT_C_FUN(pow)(*((type_left *)(larray)), *((type_right *)(rarray)));\
(larray) += (results)->strides)[ULAB_MAX_DIMS - 1];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 1];\
l++;\
} while(l < (results)->shape[ULAB_MAX_DIMS - 1]);\
})
#endif /* ULAB_MAX_DIMS == 1 */
#if ULAB_MAX_DIMS == 2
#define INPLACE_POWER(results, type_left, type_right, larray, rarray, rstrides)\
({ size_t k = 0;\
do {\
size_t l = 0;\
do {\
*((type_left *)(larray)) = MICROPY_FLOAT_C_FUN(pow)(*((type_left *)(larray)), *((type_right *)(rarray)));\
(larray) += (results)->strides[ULAB_MAX_DIMS - 1];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 1];\
l++;\
} while(l < (results)->shape[ULAB_MAX_DIMS - 1]);\
(larray) -= (results)->strides[ULAB_MAX_DIMS - 1] * (results)->shape[ULAB_MAX_DIMS-1];\
(larray) += (results)->strides[ULAB_MAX_DIMS - 2];\
(rarray) -= (rstrides)[ULAB_MAX_DIMS - 1] * (results)->shape[ULAB_MAX_DIMS-1];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 2];\
k++;\
} while(k < (results)->shape[ULAB_MAX_DIMS - 2]);\
})
#endif /* ULAB_MAX_DIMS == 2 */
#if ULAB_MAX_DIMS == 3
#define INPLACE_POWER(results, type_left, type_right, larray, rarray, rstrides)\
({ size_t j = 0;\
do {\
size_t k = 0;\
do {\
size_t l = 0;\
do {\
*((type_left *)(larray)) = MICROPY_FLOAT_C_FUN(pow)(*((type_left *)(larray)), *((type_right *)(rarray)));\
(larray) += (results)->strides[ULAB_MAX_DIMS - 1];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 1];\
l++;\
} while(l < (results)->shape[ULAB_MAX_DIMS - 1]);\
(larray) -= (results)->strides[ULAB_MAX_DIMS - 1] * (results)->shape[ULAB_MAX_DIMS-1];\
(larray) += (results)->strides[ULAB_MAX_DIMS - 2];\
(rarray) -= (rstrides)[ULAB_MAX_DIMS - 1] * (results)->shape[ULAB_MAX_DIMS-1];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 2];\
k++;\
} while(k < (results)->shape[ULAB_MAX_DIMS - 2]);\
(larray) -= (results)->strides[ULAB_MAX_DIMS - 2] * (results)->shape[ULAB_MAX_DIMS-2];\
(larray) += (results)->strides[ULAB_MAX_DIMS - 3];\
(rarray) -= (rstrides)[ULAB_MAX_DIMS - 2] * (results)->shape[ULAB_MAX_DIMS-2];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 3];\
j++;\
} while(j < (results)->shape[ULAB_MAX_DIMS - 3]);\
})
#endif /* ULAB_MAX_DIMS == 3 */
#if ULAB_MAX_DIMS == 4
#define INPLACE_POWER(results, type_left, type_right, larray, rarray, rstrides)\
({ size_t i = 0;\
do {\
size_t j = 0;\
do {\
size_t k = 0;\
do {\
size_t l = 0;\
do {\
*((type_left *)(larray)) = MICROPY_FLOAT_C_FUN(pow)(*((type_left *)(larray)), *((type_right *)(rarray)));\
(larray) += (results)->strides[ULAB_MAX_DIMS - 1];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 1];\
l++;\
} while(l < (results)->shape[ULAB_MAX_DIMS - 1]);\
(larray) -= (results)->strides[ULAB_MAX_DIMS - 1] * (results)->shape[ULAB_MAX_DIMS-1];\
(larray) += (results)->strides[ULAB_MAX_DIMS - 2];\
(rarray) -= (rstrides)[ULAB_MAX_DIMS - 1] * (results)->shape[ULAB_MAX_DIMS-1];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 2];\
k++;\
} while(k < (results)->shape[ULAB_MAX_DIMS - 2]);\
(larray) -= (results)->strides[ULAB_MAX_DIMS - 2] * (results)->shape[ULAB_MAX_DIMS-2];\
(larray) += (results)->strides[ULAB_MAX_DIMS - 3];\
(rarray) -= (rstrides)[ULAB_MAX_DIMS - 2] * (results)->shape[ULAB_MAX_DIMS-2];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 3];\
j++;\
} while(j < (results)->shape[ULAB_MAX_DIMS - 3]);\
(larray) -= (results)->strides[ULAB_MAX_DIMS - 3] * (results)->shape[ULAB_MAX_DIMS-3];\
(larray) += (results)->strides[ULAB_MAX_DIMS - 4];\
(rarray) -= (rstrides)[ULAB_MAX_DIMS - 3] * (results)->shape[ULAB_MAX_DIMS-3];\
(rarray) += (rstrides)[ULAB_MAX_DIMS - 4];\
i++;\
} while(i < (results)->shape[ULAB_MAX_DIMS - 4]);\
})
#endif /* ULAB_MAX_DIMS == 4 */