/
operand.proto
355 lines (336 loc) · 8.14 KB
/
operand.proto
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syntax = "proto3";
import "mars/serialize/protos/value.proto";
message OperandDef {
enum OperandType {
NULL = 0;
// creation
// tensor
SCALAR = 1;
TENSOR_DATA_SOURCE = 2;
TENSOR_ONES = 3;
TENSOR_ONES_LIKE = 4;
TENSOR_ZEROS = 5;
TENSOR_ZEROS_LIKE = 6;
TENSOR_EMPTY = 7;
TENSOR_EMPTY_LIKE = 8;
TENSOR_FULL = 9;
TENSOR_ARANGE = 10;
TENSOR_INDICES = 11;
TENSOR_DIAG = 12;
TENSOR_EYE = 13;
TENSOR_LINSPACE = 14;
TENSOR_TRIU = 15;
TENSOR_TRIL = 16;
// external storage
TENSOR_FROM_TILEDB = 18;
TENSOR_STORE_TILEDB = 19;
// dataframe
DATAFRAME_DATA_SOURCE = 17;
// random
RAND_RAND = 41;
RAND_RANDN = 42;
RAND_RANDINT = 43;
RAND_RANDOM_INTEGERS = 44;
RAND_RANDOM_SAMPLE = 45;
RAND_RANDOM = 46;
RAND_RANF = 47;
RAND_SAMPLE = 48;
RAND_BYTES = 49;
// random distribution
RAND_BETA = 50;
RAND_BINOMIAL = 51;
RAND_CHISQUARE = 52;
RAND_CHOICE = 53;
RAND_DIRICHLET = 54;
RAND_EXPONENTIAL = 55;
RAND_F = 56;
RAND_GAMMA = 57;
RAND_GEOMETRIC = 58;
RAND_GUMBEL = 59;
RAND_HYPERGEOMETRIC = 60;
RAND_LAPLACE = 61;
RAND_LOGISTIC = 62;
RAND_LOGNORMAL = 63;
RAND_LOGSERIES = 64;
RAND_MULTINOMIAL = 65;
RAND_MULTIVARIATE_NORMAL = 66;
RAND_NEGATIVE_BINOMIAL = 67;
RAND_NONCENTRAL_CHISQURE = 68;
RAND_NONCENTRAL_F = 69;
RAND_NORMAL = 70;
RAND_PARETO = 71;
RAND_PERMUTATION = 72;
RAND_POSSION = 73;
RAND_POWER = 74;
RAND_RAYLEIGH = 75;
RAND_SHUFFLE = 76;
RAND_STANDARD_CAUCHY = 77;
RAND_STANDARD_EXPONENTIAL = 78;
RAND_STANDARD_GAMMMA = 79;
RAND_STANDARD_NORMAL = 80;
RAND_STANDARD_T = 81;
RAND_TOMAXINT = 82;
RAND_TRIANGULAR = 83;
RAND_UNIFORM = 84;
RAND_VONMISES = 85;
RAND_WALD = 86;
RAND_WEIBULL = 87;
RAND_ZIPF = 88;
// ufunc
ADD = 101;
ADD_CONSTANT = 102;
SUB = 103;
SUB_CONSTANT = 104;
MUL = 105;
MUL_CONSTANT = 106;
DIV = 107;
DIV_CONSTANT = 108;
TRUEDIV = 109;
TDIV_CONSTANT = 110;
FLOORDIV = 111;
FDIV_CONSTANT = 112;
POW = 113;
POW_CONSTANT = 114;
MOD = 115;
MOD_CONSTANT = 116;
FMOD = 117;
FMOD_CONSTANT = 118;
LOGADDEXP = 119;
LAE_CONSTANT = 120;
LOGADDEXP2 = 121;
LAE2_CONSTANT = 122;
NEGATIVE = 123;
POSITIVE = 124;
ABSOLUTE = 125;
FABS = 126;
ABS = 127;
RINT = 128;
SIGN = 129;
CONJ = 130;
EXP = 131;
EXP2 = 132;
LOG = 133;
LOG2 = 134;
LOG10 = 135;
EXPM1 = 136;
LOG1P = 137;
SQRT = 138;
SQUARE = 139;
CBRT = 140;
RECIPROCAL = 141;
EQ = 142;
EQ_CONSTANT = 143;
NE = 144;
NE_CONSTANT = 145;
LT = 146;
LT_CONSTANT = 147;
LE = 148;
LE_CONSTANT = 149;
GT = 150;
GT_CONSTANT = 151;
GE = 152;
GE_CONSTANT = 153;
SIN = 154;
COS = 155;
TAN = 156;
ARCSIN = 157;
ARCCOS = 158;
ARCTAN = 159;
ARCTAN2 = 160;
ARCT2_CONSTANT = 161;
HYPOT = 162;
HYPOT_CONSTANT = 163;
SINH = 164;
COSH = 165;
TANH = 166;
ARCSINH = 167;
ARCCOSH = 168;
ARCTANH = 169;
DEG2RAD = 170;
RAD2DEG = 171;
BITAND = 172;
BITAND_CONSTANT = 173;
BITOR = 174;
BITOR_CONSTANT = 175;
BITXOR = 176;
BITXOR_CONSTANT = 177;
INVERT = 178;
LSHIFT = 179;
LSHIFT_CONSTANT = 180;
RSHIFT = 181;
RSHIFT_CONSTANT = 182;
AND = 183;
AND_CONSTANT = 184;
OR = 185;
OR_CONSTANT = 186;
XOR = 187;
XOR_CONSTANT = 188;
NOT = 189;
MAXIMUM = 190;
MAXIMUM_CONSTANT = 191;
MINIMUM = 192;
MINIMUM_CONSTANT = 193;
AROUND = 194;
FLOAT_POWER = 195;
FLOAT_POWER_CONSTANT = 196;
FMAX = 197;
FMAX_CONSTANT = 198;
FMIN = 199;
FMIN_CONSTANT = 200;
ISFINITE = 201;
ISINF = 202;
ISNAN = 203;
SIGNBIT = 204;
COPYSIGN = 205;
COPYSIGN_CONSTANT = 206;
NEXTAFTER = 207;
NEXTAFTER_CONSTANT = 208;
SPACING = 209;
LDEXP = 210;
LDEXP_CONSTANT = 211;
FREXP = 212;
MODF = 213;
FLOOR = 214;
CEIL = 215;
TRUNC = 216;
DEGREES = 217;
RADIANS = 218;
CLIP = 219;
ISREAL = 220;
ISCOMPLEX = 221;
REAL = 222;
IMAG = 223;
FIX = 224;
I0 = 225;
SINC = 226;
NAN_TO_NUM = 227;
ISCLOSE = 228;
ISCLOSE_CONSTANT = 229;
DIVMOD = 231;
ANGLE = 232;
SET_REAL = 233;
SET_REAL_CONSTANT = 234;
SET_IMAG = 235;
SET_IMAG_CONSTANT = 236;
// tree operand
TREE_ADD = 251;
TREE_MULTIPLY = 252;
// reduction
CUMSUM = 301;
CUMPROD = 302;
PROD = 303;
SUM = 304;
MAX = 305;
MIN = 306;
ALL = 307;
ANY = 308;
MEAN_CHUNK = 309;
MEAN_COMBINE = 310;
MEAN = 311;
ARGMAX = 312;
ARGMAX_CHUNK = 313;
ARGMAX_COMBINE = 314;
ARGMIN = 315;
ARGMIN_CHUNK = 316;
ARGMIN_COMBINE = 317;
NANSUM = 318;
NANMAX = 319;
NANMIN = 320;
NANPROD = 321;
NANMEAN = 322;
NANMEAN_CHUNK = 323;
NANARGMAX = 324;
NANARGMAX_CHUNK = 325;
NANARGMAX_COMBINE = 326;
NANARGMIN = 327;
NANARGMIN_CHUNK = 328;
NANARGMIN_COMBINE = 329;
COUNT_NONZERO = 330;
MOMENT_CHUNK = 331;
NANMOMENT_CHUNK = 332;
MOMENT_COMBINE = 333;
NANMOMENT_COMBINE = 334;
MOMENT = 335;
NANMOMENT = 336;
VAR = 337;
STD = 338;
NANVAR = 339;
NANSTD = 340;
NANCUMSUM = 341;
NANCUMPROD = 342;
// tensor operand
RESHAPE = 401;
SLICE = 402;
INDEX = 403;
INDEXSETVALUE = 404;
CONCATENATE = 405;
RECHUNK = 406;
ASTYPE = 407;
TRANSPOSE = 408;
SWAPAXES = 409;
BROADCAST_TO = 410;
STACK = 411;
WHERE = 412;
CHOOSE = 413;
NONZERO = 414;
ARGWHERE = 415;
UNRAVEL_INDEX = 416;
RAVEL_MULTI_INDEX = 417;
ARRAY_SPLIT = 418;
SQUEEZE = 419;
DIGITIZE = 420;
REPEAT = 421;
COPYTO = 422;
ISIN = 423;
// linear algebra
TENSORDOT = 501;
DOT = 502;
MATMUL = 503;
CHOLESKY = 510;
QR = 511;
SVD = 512;
LU = 513;
SOLVE_TRIANGULAR = 520;
NORM = 530;
// fft
FFT = 601;
IFFT = 602;
FFT2 = 603;
IFFT2 = 604;
FFTN = 605;
IFFTN = 606;
RFFT = 607;
IRFFT = 608;
RFFT2 = 609;
IRFFT2 = 610;
RFFTN = 611;
IRFFTN = 612;
HFFT = 613;
IHFFT = 614;
FFTFREQ = 615;
FFTFREQ_CHUNK = 616;
RFFTFREQ = 617;
FFTSHIFT = 618;
IFFTSHIFT = 619;
// sparse creation
SPARSE_MATRIX_DATA_SOURCE = 701;
DENSE_TO_SPARSE = 702;
SPARSE_TO_DENSE = 703;
FUSE = 801;
// control
ENTER = 901;
LEAVE = 902;
FIX_LATEST = 903;
IF_ELSE = 904;
NEXT_ITER = 905;
// table like input for tensor
TABLE_COO = 1003;
// store tensor as coo format
STORE_COO = 1004;
FETCH = 999999;
}
string type = 1;
map<string, Value> attr = 2;
repeated OperandDef operands = 3;
string id = 4;
}