Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 1 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 2 | // Copyright (c) 2020-2022, ARM Limited. |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 3 | // |
| 4 | // Licensed under the Apache License, Version 2.0 (the "License"); |
| 5 | // you may not use this file except in compliance with the License. |
| 6 | // You may obtain a copy of the License at |
| 7 | // |
| 8 | // http://www.apache.org/licenses/LICENSE-2.0 |
| 9 | // |
| 10 | // Unless required by applicable law or agreed to in writing, software |
| 11 | // distributed under the License is distributed on an "AS IS" BASIS, |
| 12 | // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 13 | // See the License for the specific language governing permissions and |
| 14 | // limitations under the License. |
| 15 | |
| 16 | #include "ewise_unary.h" |
| 17 | #include "quant_util.h" |
| 18 | #include "template_types.h" |
| 19 | #include <cmath> |
| 20 | |
| 21 | using namespace TosaReference; |
| 22 | using namespace Eigen; |
| 23 | using namespace tosa; |
| 24 | |
| 25 | template <int Rank, DType Dtype> |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 26 | UnaryNode<Rank, Dtype>::UnaryNode(SubgraphTraverser* sgt_, const Op& op_, uint64_t id_) |
| 27 | : GraphNode(sgt_, op_, id_) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 28 | { |
| 29 | setRequiredOperands(1, 1); |
| 30 | setRequiredRank(0, 6); |
| 31 | |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 32 | fcn = [](InEigenType a) -> OutEigenType { |
| 33 | ASSERT_MSG(0, "In default UnaryNode function, missing function registration"); |
| 34 | return OutEigenType(); |
| 35 | }; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 36 | } |
| 37 | |
| 38 | template <int Rank, DType Dtype> |
| 39 | UnaryNode<Rank, Dtype>::~UnaryNode() |
| 40 | {} |
| 41 | |
| 42 | template <int Rank, DType Dtype> |
| 43 | int UnaryNode<Rank, Dtype>::checkTensorAttributes() |
| 44 | { |
| 45 | if (validateRequiredOperands()) |
| 46 | return 1; |
| 47 | |
| 48 | if (validateRequiredRank(inputs[0]) || validateRequiredRank(outputs[0])) |
| 49 | { |
| 50 | return 1; |
| 51 | } |
| 52 | |
| 53 | // output and input must be the same types |
Kevin Cheng | c72b59c | 2021-09-29 16:57:55 -0700 | [diff] [blame] | 54 | if (inputs[0]->matchRankTypeShape(*outputs[0])) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 55 | { |
Kevin Cheng | c72b59c | 2021-09-29 16:57:55 -0700 | [diff] [blame] | 56 | printNodeValidationError("UnaryNode: input and output rank/type/shape must match"); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 57 | return 1; |
| 58 | } |
| 59 | |
| 60 | a = dynamic_cast<TosaReference::TensorTemplate<TIn>*>(inputs[0]); |
| 61 | result = dynamic_cast<TosaReference::TensorTemplate<TOut>*>(outputs[0]); |
| 62 | |
| 63 | ASSERT_MEM(a && result); |
| 64 | |
| 65 | return 0; |
| 66 | } |
| 67 | |
| 68 | template <int Rank, DType Dtype> |
| 69 | int UnaryNode<Rank, Dtype>::eval() |
| 70 | { |
| 71 | this->result->getTensor() = this->a->getTensor().unaryExpr(this->fcn); |
| 72 | |
| 73 | return GraphNode::eval(); |
| 74 | } |
| 75 | |
| 76 | template <int Rank, DType Dtype> |
| 77 | int OpAbs<Rank, Dtype>::register_fcn() |
| 78 | { |
| 79 | switch (Dtype) |
| 80 | { |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 81 | case DType_FP32: // No fpTrunc for FP32 as it is a no-op |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 82 | case DType_INT32: |
| 83 | this->fcn = [](InEigenType a) -> OutEigenType { return a > (InEigenType)0 ? a : (-a); }; |
| 84 | break; |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 85 | case DType_FP16: |
| 86 | case DType_BF16: |
| 87 | this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(a > (InEigenType)0 ? a : (-a)); }; |
| 88 | break; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 89 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 90 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 91 | } |
| 92 | |
| 93 | return 0; |
| 94 | } |
| 95 | |
| 96 | template <int Rank, DType Dtype> |
| 97 | int OpBitwiseNot<Rank, Dtype>::register_fcn() |
| 98 | { |
| 99 | switch (Dtype) |
| 100 | { |
Kevin Cheng | 3a47857 | 2021-01-22 17:21:02 -0800 | [diff] [blame] | 101 | case DType_INT8: |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 102 | case DType_INT16: |
| 103 | case DType_INT32: |
| 104 | this->fcn = [](InEigenType a) -> OutEigenType { return ~a; }; |
| 105 | break; |
| 106 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 107 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 108 | } |
| 109 | |
| 110 | return 0; |
| 111 | } |
| 112 | |
| 113 | template <int Rank, DType Dtype> |
| 114 | int OpCeil<Rank, Dtype>::register_fcn() |
| 115 | { |
| 116 | switch (Dtype) |
| 117 | { |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 118 | case DType_FP16: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 119 | case DType_BF16: |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 120 | case DType_FP32: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 121 | this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(ceilf(a)); }; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 122 | break; |
| 123 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 124 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 125 | } |
| 126 | |
| 127 | return 0; |
| 128 | } |
| 129 | |
| 130 | template <int Rank, DType Dtype> |
| 131 | int OpClz<Rank, Dtype>::register_fcn() |
| 132 | { |
| 133 | int32_t num_bits; |
| 134 | switch (Dtype) |
| 135 | { |
| 136 | case DType_INT32: |
| 137 | num_bits = 32; |
| 138 | break; |
| 139 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 140 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 141 | } |
| 142 | |
| 143 | this->fcn = [num_bits](int32_t a) -> int32_t { |
| 144 | int32_t leading_zeros = 0; |
| 145 | for (int bit = num_bits - 1; bit >= 0; bit--) |
| 146 | { |
| 147 | if (((a >> bit) & 0x1) == 0) |
| 148 | { |
| 149 | leading_zeros++; |
| 150 | } |
| 151 | else |
| 152 | { |
| 153 | break; |
| 154 | } |
| 155 | } |
| 156 | return leading_zeros; |
| 157 | }; |
| 158 | |
| 159 | return 0; |
| 160 | } |
| 161 | |
| 162 | template <int Rank, DType Dtype> |
| 163 | int OpExp<Rank, Dtype>::register_fcn() |
| 164 | { |
| 165 | switch (Dtype) |
| 166 | { |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 167 | case DType_FP16: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 168 | case DType_BF16: |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 169 | case DType_FP32: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 170 | this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(expf(a)); }; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 171 | break; |
| 172 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 173 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 174 | } |
| 175 | |
| 176 | return 0; |
| 177 | } |
| 178 | |
| 179 | template <int Rank, DType Dtype> |
| 180 | int OpFloor<Rank, Dtype>::register_fcn() |
| 181 | { |
| 182 | switch (Dtype) |
| 183 | { |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 184 | case DType_FP16: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 185 | case DType_BF16: |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 186 | case DType_FP32: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 187 | this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(floorf(a)); }; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 188 | break; |
| 189 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 190 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 191 | } |
| 192 | |
| 193 | return 0; |
| 194 | } |
| 195 | |
| 196 | template <int Rank, DType Dtype> |
| 197 | int OpLog<Rank, Dtype>::register_fcn() |
| 198 | { |
| 199 | switch (Dtype) |
| 200 | { |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 201 | case DType_FP16: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 202 | case DType_BF16: |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 203 | case DType_FP32: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 204 | this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(logf(a)); }; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 205 | break; |
| 206 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 207 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 208 | } |
| 209 | |
| 210 | return 0; |
| 211 | } |
| 212 | |
| 213 | template <int Rank, DType Dtype> |
| 214 | int OpLogicalNot<Rank, Dtype>::register_fcn() |
| 215 | { |
| 216 | switch (Dtype) |
| 217 | { |
| 218 | case DType_BOOL: |
| 219 | this->fcn = [](InEigenType a) -> OutEigenType { return !a; }; |
| 220 | break; |
| 221 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 222 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 223 | } |
| 224 | |
| 225 | return 0; |
| 226 | } |
| 227 | |
| 228 | template <int Rank, DType Dtype> |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 229 | OpNegate<Rank, Dtype>::OpNegate(SubgraphTraverser* sgt_, |
| 230 | TosaAttributeBase* attribute_, |
| 231 | uint64_t id_) |
| 232 | : UnaryNode<Rank, Dtype>(sgt_, Op_NEGATE, id_) |
| 233 | { |
| 234 | INIT_ATTRIBUTE(Negate); |
| 235 | |
| 236 | register_fcn(); |
| 237 | } |
| 238 | |
| 239 | template <int Rank, DType Dtype> |
| 240 | OpNegate<Rank, Dtype>::~OpNegate() |
| 241 | { |
| 242 | if (attribute) |
| 243 | delete attribute; |
| 244 | } |
| 245 | |
| 246 | template <int Rank, DType Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 247 | int OpNegate<Rank, Dtype>::register_fcn() |
| 248 | { |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 249 | ERROR_IF(Dtype != DType_INT8 && attribute->input1_zp() != 0, "OpNegate: zeropoint only for int8_t"); |
| 250 | ERROR_IF(Dtype != DType_INT8 && attribute->output_zp() != 0, "OpNegate: zeropoint only for int8_t"); |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 251 | |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 252 | switch (Dtype) |
| 253 | { |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 254 | case DType_FP16: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 255 | case DType_BF16: |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 256 | case DType_FP32: |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 257 | this->fcn = [](InEigenType a) -> OutEigenType { |
| 258 | InEigenType result = -(a); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 259 | return fpTrunc<Dtype>(result); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 260 | }; |
| 261 | break; |
| 262 | case DType_INT16: |
| 263 | case DType_INT32: |
Jeremy Johnson | 81ee53d | 2022-03-23 15:32:34 +0000 | [diff] [blame] | 264 | this->fcn = [this](InEigenType a) -> OutEigenType { |
| 265 | int64_t res_in_64 = 0L - a; |
Jeremy Johnson | 0e46364 | 2022-05-03 12:10:23 +0100 | [diff] [blame] | 266 | int64_t i32_max_in_64 = static_cast<int64_t>(std::numeric_limits<int32_t>::max()); |
| 267 | int64_t i32_min_in_64 = static_cast<int64_t>(std::numeric_limits<int32_t>::min()); |
| 268 | REQUIRE(res_in_64 <= i32_max_in_64 && res_in_64 >= i32_min_in_64, "OpNegate: result not in acc type range (int32)"); |
| 269 | |
| 270 | int64_t max_clip_in_64, min_clip_in_64; |
| 271 | if (Dtype == DType_INT16) |
| 272 | { |
| 273 | max_clip_in_64 = static_cast<int64_t>(std::numeric_limits<int16_t>::max()); |
| 274 | min_clip_in_64 = static_cast<int64_t>(std::numeric_limits<int16_t>::min()); |
Jeremy Johnson | 81ee53d | 2022-03-23 15:32:34 +0000 | [diff] [blame] | 275 | } |
| 276 | else |
| 277 | { |
Jeremy Johnson | 0e46364 | 2022-05-03 12:10:23 +0100 | [diff] [blame] | 278 | max_clip_in_64 = i32_max_in_64; |
| 279 | min_clip_in_64 = i32_min_in_64; |
Jeremy Johnson | 81ee53d | 2022-03-23 15:32:34 +0000 | [diff] [blame] | 280 | } |
Jeremy Johnson | 0e46364 | 2022-05-03 12:10:23 +0100 | [diff] [blame] | 281 | return static_cast<InEigenType>(std::min<int64_t>(max_clip_in_64, std::max<int64_t>(min_clip_in_64, res_in_64))); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 282 | }; |
| 283 | break; |
Kevin Cheng | 3a47857 | 2021-01-22 17:21:02 -0800 | [diff] [blame] | 284 | case DType_INT8: |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 285 | this->fcn = [this](InEigenType a) -> OutEigenType { |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 286 | int64_t res_in_64 = 0 - (a - attribute->input1_zp()); |
Jeremy Johnson | 0e46364 | 2022-05-03 12:10:23 +0100 | [diff] [blame] | 287 | int64_t i32_max_in_64 = static_cast<int64_t>(std::numeric_limits<int32_t>::max()); |
| 288 | int64_t i32_min_in_64 = static_cast<int64_t>(std::numeric_limits<int32_t>::min()); |
| 289 | REQUIRE(res_in_64 <= i32_max_in_64 && res_in_64 >= i32_min_in_64, "OpNegate: result not in acc type range (int32)"); |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 290 | res_in_64 += attribute->output_zp(); |
Jeremy Johnson | 0e46364 | 2022-05-03 12:10:23 +0100 | [diff] [blame] | 291 | InEigenType result = static_cast<InEigenType>(std::min(std::max(res_in_64, static_cast<int64_t>(QMin)), static_cast<int64_t>(QMax))); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 292 | return result; |
| 293 | }; |
| 294 | break; |
| 295 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 296 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 297 | } |
| 298 | |
| 299 | return 0; |
| 300 | } |
| 301 | |
| 302 | template <int Rank, DType Dtype> |
| 303 | int OpReciprocal<Rank, Dtype>::register_fcn() |
| 304 | { |
| 305 | switch (Dtype) |
| 306 | { |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 307 | case DType_FP16: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 308 | case DType_BF16: |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 309 | case DType_FP32: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 310 | this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(1.0 / a); }; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 311 | break; |
| 312 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 313 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 314 | } |
| 315 | |
| 316 | return 0; |
| 317 | } |
| 318 | |
| 319 | template <int Rank, DType Dtype> |
| 320 | int OpRsqrt<Rank, Dtype>::register_fcn() |
| 321 | { |
| 322 | switch (Dtype) |
| 323 | { |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 324 | case DType_FP16: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 325 | case DType_BF16: |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 326 | case DType_FP32: |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 327 | this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(1.0 / sqrtf(a)); }; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 328 | break; |
| 329 | default: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 330 | ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 331 | } |
| 332 | |
| 333 | return 0; |
| 334 | } |
| 335 | |
| 336 | // template explicit instantiation |
Jared Smolens | 98c281f | 2022-12-20 15:09:25 -0800 | [diff] [blame] | 337 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(UnaryNode, BOOL); |
| 338 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(UnaryNode, FP16); |
| 339 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(UnaryNode, BF16); |
| 340 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(UnaryNode, FP32); |
| 341 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(UnaryNode, INT8); |
| 342 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(UnaryNode, INT16); |
| 343 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(UnaryNode, INT32); |
| 344 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 345 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FP16); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 346 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, BF16); |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 347 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FP32); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 348 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, INT32); |
| 349 | |
Kevin Cheng | 3a47857 | 2021-01-22 17:21:02 -0800 | [diff] [blame] | 350 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT8); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 351 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT16); |
| 352 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT32); |
| 353 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 354 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FP16); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 355 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, BF16); |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 356 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FP32); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 357 | |
| 358 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpClz, INT32); |
| 359 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 360 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FP16); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 361 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, BF16); |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 362 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FP32); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 363 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 364 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FP16); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 365 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, BF16); |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 366 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FP32); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 367 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 368 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FP16); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 369 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, BF16); |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 370 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FP32); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 371 | |
| 372 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalNot, BOOL); |
| 373 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 374 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FP16); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 375 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, BF16); |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 376 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FP32); |
Kevin Cheng | 3a47857 | 2021-01-22 17:21:02 -0800 | [diff] [blame] | 377 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT8); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 378 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT16); |
| 379 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT32); |
| 380 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 381 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FP16); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 382 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, BF16); |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 383 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FP32); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 384 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 385 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FP16); |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 386 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, BF16); |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 387 | DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FP32); |