1 | // Generated by the protocol buffer compiler. DO NOT EDIT! |
2 | // source: tensorflow/lite/toco/toco_flags.proto |
3 | |
4 | #include "tensorflow/lite/toco/toco_flags.pb.h" |
5 | |
6 | #include <algorithm> |
7 | |
8 | #include <google/protobuf/stubs/common.h> |
9 | #include <google/protobuf/io/coded_stream.h> |
10 | #include <google/protobuf/extension_set.h> |
11 | #include <google/protobuf/wire_format_lite.h> |
12 | #include <google/protobuf/descriptor.h> |
13 | #include <google/protobuf/generated_message_reflection.h> |
14 | #include <google/protobuf/reflection_ops.h> |
15 | #include <google/protobuf/wire_format.h> |
16 | // @@protoc_insertion_point(includes) |
17 | #include <google/protobuf/port_def.inc> |
18 | namespace toco { |
19 | class TocoFlagsDefaultTypeInternal { |
20 | public: |
21 | ::PROTOBUF_NAMESPACE_ID::internal::ExplicitlyConstructed<TocoFlags> _instance; |
22 | } _TocoFlags_default_instance_; |
23 | } // namespace toco |
24 | static void InitDefaultsscc_info_TocoFlags_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto() { |
25 | GOOGLE_PROTOBUF_VERIFY_VERSION; |
26 | |
27 | { |
28 | void* ptr = &::toco::_TocoFlags_default_instance_; |
29 | new (ptr) ::toco::TocoFlags(); |
30 | ::PROTOBUF_NAMESPACE_ID::internal::OnShutdownDestroyMessage(ptr); |
31 | } |
32 | ::toco::TocoFlags::InitAsDefaultInstance(); |
33 | } |
34 | |
35 | ::PROTOBUF_NAMESPACE_ID::internal::SCCInfo<0> scc_info_TocoFlags_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto = |
36 | {{ATOMIC_VAR_INIT(::PROTOBUF_NAMESPACE_ID::internal::SCCInfoBase::kUninitialized), 0, InitDefaultsscc_info_TocoFlags_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto}, {}}; |
37 | |
38 | static ::PROTOBUF_NAMESPACE_ID::Metadata file_level_metadata_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto[1]; |
39 | static const ::PROTOBUF_NAMESPACE_ID::EnumDescriptor* file_level_enum_descriptors_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto[1]; |
40 | static constexpr ::PROTOBUF_NAMESPACE_ID::ServiceDescriptor const** file_level_service_descriptors_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto = nullptr; |
41 | |
42 | const ::PROTOBUF_NAMESPACE_ID::uint32 TableStruct_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto::offsets[] PROTOBUF_SECTION_VARIABLE(protodesc_cold) = { |
43 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, _has_bits_), |
44 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, _internal_metadata_), |
45 | ~0u, // no _extensions_ |
46 | ~0u, // no _oneof_case_ |
47 | ~0u, // no _weak_field_map_ |
48 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, input_format_), |
49 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, output_format_), |
50 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, inference_input_type_), |
51 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, inference_type_), |
52 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, default_ranges_min_), |
53 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, default_ranges_max_), |
54 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, default_int16_ranges_min_), |
55 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, default_int16_ranges_max_), |
56 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, drop_fake_quant_), |
57 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, reorder_across_fake_quant_), |
58 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, allow_custom_ops_), |
59 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, drop_control_dependency_), |
60 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, debug_disable_recurrent_cell_fusion_), |
61 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, propagate_fake_quant_num_bits_), |
62 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, allow_nudging_weights_to_use_fast_gemm_kernel_), |
63 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, dedupe_array_min_size_bytes_), |
64 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, split_tflite_lstm_inputs_), |
65 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, quantize_weights_), |
66 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, dump_graphviz_dir_), |
67 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, dump_graphviz_include_video_), |
68 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, post_training_quantize_), |
69 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, enable_select_tf_ops_), |
70 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, force_select_tf_ops_), |
71 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, quantize_to_float16_), |
72 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, allow_dynamic_tensors_), |
73 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, conversion_summary_dir_), |
74 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, custom_opdefs_), |
75 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, select_user_tf_ops_), |
76 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, enable_tflite_resource_variables_), |
77 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, unfold_batchmatmul_), |
78 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, lower_tensor_list_ops_), |
79 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, accumulation_type_), |
80 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, allow_bfloat16_), |
81 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, allow_all_select_tf_ops_), |
82 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, unfold_large_splat_constant_), |
83 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, supported_backends_), |
84 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, default_to_single_batch_in_tensor_list_ops_), |
85 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, disable_per_channel_quantization_), |
86 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, enable_mlir_dynamic_range_quantizer_), |
87 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, tf_quantization_mode_), |
88 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, disable_infer_tensor_range_), |
89 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, use_fake_quant_num_bits_), |
90 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, enable_dynamic_update_slice_), |
91 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, preserve_assert_op_), |
92 | PROTOBUF_FIELD_OFFSET(::toco::TocoFlags, guarantee_all_funcs_one_use_), |
93 | 3, |
94 | 4, |
95 | 12, |
96 | 5, |
97 | 6, |
98 | 7, |
99 | 13, |
100 | 14, |
101 | 8, |
102 | 9, |
103 | 10, |
104 | 11, |
105 | 15, |
106 | 16, |
107 | 17, |
108 | 36, |
109 | 37, |
110 | 18, |
111 | 0, |
112 | 19, |
113 | 20, |
114 | 21, |
115 | 22, |
116 | 23, |
117 | 38, |
118 | 1, |
119 | ~0u, |
120 | ~0u, |
121 | 39, |
122 | 40, |
123 | 41, |
124 | 27, |
125 | 24, |
126 | 25, |
127 | 26, |
128 | ~0u, |
129 | 28, |
130 | 29, |
131 | 30, |
132 | 2, |
133 | 31, |
134 | 32, |
135 | 33, |
136 | 34, |
137 | 35, |
138 | }; |
139 | static const ::PROTOBUF_NAMESPACE_ID::internal::MigrationSchema schemas[] PROTOBUF_SECTION_VARIABLE(protodesc_cold) = { |
140 | { 0, 50, sizeof(::toco::TocoFlags)}, |
141 | }; |
142 | |
143 | static ::PROTOBUF_NAMESPACE_ID::Message const * const file_default_instances[] = { |
144 | reinterpret_cast<const ::PROTOBUF_NAMESPACE_ID::Message*>(&::toco::_TocoFlags_default_instance_), |
145 | }; |
146 | |
147 | const char descriptor_table_protodef_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto[] PROTOBUF_SECTION_VARIABLE(protodesc_cold) = |
148 | "\n%tensorflow/lite/toco/toco_flags.proto\022" |
149 | "\004toco\032 tensorflow/lite/toco/types.proto\"" |
150 | "\256\r\n\tTocoFlags\022&\n\014input_format\030\001 \001(\0162\020.to" |
151 | "co.FileFormat\022\'\n\routput_format\030\002 \001(\0162\020.t" |
152 | "oco.FileFormat\022.\n\024inference_input_type\030\013" |
153 | " \001(\0162\020.toco.IODataType\022(\n\016inference_type" |
154 | "\030\004 \001(\0162\020.toco.IODataType\022\032\n\022default_rang" |
155 | "es_min\030\005 \001(\002\022\032\n\022default_ranges_max\030\006 \001(\002" |
156 | "\022 \n\030default_int16_ranges_min\030\017 \001(\002\022 \n\030de" |
157 | "fault_int16_ranges_max\030\020 \001(\002\022\027\n\017drop_fak" |
158 | "e_quant\030\007 \001(\010\022!\n\031reorder_across_fake_qua" |
159 | "nt\030\010 \001(\010\022\030\n\020allow_custom_ops\030\n \001(\010\022\037\n\027dr" |
160 | "op_control_dependency\030\014 \001(\010\022+\n#debug_dis" |
161 | "able_recurrent_cell_fusion\030\r \001(\010\022%\n\035prop" |
162 | "agate_fake_quant_num_bits\030\016 \001(\010\0225\n-allow" |
163 | "_nudging_weights_to_use_fast_gemm_kernel" |
164 | "\030\021 \001(\010\022\'\n\033dedupe_array_min_size_bytes\030\022 " |
165 | "\001(\003:\00264\022&\n\030split_tflite_lstm_inputs\030\023 \001(" |
166 | "\010:\004true\022\037\n\020quantize_weights\030\024 \001(\010:\005false" |
167 | "\022\031\n\021dump_graphviz_dir\030\030 \001(\t\022#\n\033dump_grap" |
168 | "hviz_include_video\030\031 \001(\010\022%\n\026post_trainin" |
169 | "g_quantize\030\032 \001(\010:\005false\022#\n\024enable_select" |
170 | "_tf_ops\030\033 \001(\010:\005false\022\"\n\023force_select_tf_" |
171 | "ops\030\034 \001(\010:\005false\022\"\n\023quantize_to_float16\030" |
172 | "\035 \001(\010:\005false\022#\n\025allow_dynamic_tensors\030\036 " |
173 | "\001(\010:\004true\022\036\n\026conversion_summary_dir\030\037 \001(" |
174 | "\t\022\031\n\rcustom_opdefs\030 \003(\tB\002\030\001\022\032\n\022select_u" |
175 | "ser_tf_ops\030! \003(\t\022.\n enable_tflite_resour" |
176 | "ce_variables\030\" \001(\010:\004true\022 \n\022unfold_batch" |
177 | "matmul\030# \001(\010:\004true\022#\n\025lower_tensor_list_" |
178 | "ops\030$ \001(\010:\004true\022+\n\021accumulation_type\030% \001" |
179 | "(\0162\020.toco.IODataType\022\035\n\016allow_bfloat16\030&" |
180 | " \001(\010:\005false\022\037\n\027allow_all_select_tf_ops\030\'" |
181 | " \001(\010\022*\n\033unfold_large_splat_constant\030( \001(" |
182 | "\010:\005false\022\032\n\022supported_backends\030) \003(\t\0229\n*" |
183 | "default_to_single_batch_in_tensor_list_o" |
184 | "ps\030* \001(\010:\005false\022/\n disable_per_channel_q" |
185 | "uantization\030+ \001(\010:\005false\0222\n#enable_mlir_" |
186 | "dynamic_range_quantizer\030, \001(\010:\005false\022\034\n\024" |
187 | "tf_quantization_mode\030- \001(\t\022)\n\032disable_in" |
188 | "fer_tensor_range\030. \001(\010:\005false\022&\n\027use_fak" |
189 | "e_quant_num_bits\030/ \001(\010:\005false\022*\n\033enable_" |
190 | "dynamic_update_slice\0300 \001(\010:\005false\022!\n\022pre" |
191 | "serve_assert_op\0301 \001(\010:\005false\022*\n\033guarante" |
192 | "e_all_funcs_one_use\0302 \001(\010:\005false*\\\n\nFile" |
193 | "Format\022\027\n\023FILE_FORMAT_UNKNOWN\020\000\022\027\n\023TENSO" |
194 | "RFLOW_GRAPHDEF\020\001\022\n\n\006TFLITE\020\002\022\020\n\014GRAPHVIZ" |
195 | "_DOT\020\003" |
196 | ; |
197 | static const ::PROTOBUF_NAMESPACE_ID::internal::DescriptorTable*const descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto_deps[1] = { |
198 | &::descriptor_table_tensorflow_2flite_2ftoco_2ftypes_2eproto, |
199 | }; |
200 | static ::PROTOBUF_NAMESPACE_ID::internal::SCCInfoBase*const descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto_sccs[1] = { |
201 | &scc_info_TocoFlags_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto.base, |
202 | }; |
203 | static ::PROTOBUF_NAMESPACE_ID::internal::once_flag descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto_once; |
204 | static bool descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto_initialized = false; |
205 | const ::PROTOBUF_NAMESPACE_ID::internal::DescriptorTable descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto = { |
206 | &descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto_initialized, descriptor_table_protodef_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto, "tensorflow/lite/toco/toco_flags.proto" , 1886, |
207 | &descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto_once, descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto_sccs, descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto_deps, 1, 1, |
208 | schemas, file_default_instances, TableStruct_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto::offsets, |
209 | file_level_metadata_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto, 1, file_level_enum_descriptors_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto, file_level_service_descriptors_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto, |
210 | }; |
211 | |
212 | // Force running AddDescriptors() at dynamic initialization time. |
213 | static bool dynamic_init_dummy_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto = ( ::PROTOBUF_NAMESPACE_ID::internal::AddDescriptors(&descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto), true); |
214 | namespace toco { |
215 | const ::PROTOBUF_NAMESPACE_ID::EnumDescriptor* FileFormat_descriptor() { |
216 | ::PROTOBUF_NAMESPACE_ID::internal::AssignDescriptors(&descriptor_table_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto); |
217 | return file_level_enum_descriptors_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto[0]; |
218 | } |
219 | bool FileFormat_IsValid(int value) { |
220 | switch (value) { |
221 | case 0: |
222 | case 1: |
223 | case 2: |
224 | case 3: |
225 | return true; |
226 | default: |
227 | return false; |
228 | } |
229 | } |
230 | |
231 | |
232 | // =================================================================== |
233 | |
234 | void TocoFlags::InitAsDefaultInstance() { |
235 | } |
236 | class TocoFlags::_Internal { |
237 | public: |
238 | using HasBits = decltype(std::declval<TocoFlags>()._has_bits_); |
239 | static void set_has_input_format(HasBits* has_bits) { |
240 | (*has_bits)[0] |= 8u; |
241 | } |
242 | static void set_has_output_format(HasBits* has_bits) { |
243 | (*has_bits)[0] |= 16u; |
244 | } |
245 | static void set_has_inference_input_type(HasBits* has_bits) { |
246 | (*has_bits)[0] |= 4096u; |
247 | } |
248 | static void set_has_inference_type(HasBits* has_bits) { |
249 | (*has_bits)[0] |= 32u; |
250 | } |
251 | static void set_has_default_ranges_min(HasBits* has_bits) { |
252 | (*has_bits)[0] |= 64u; |
253 | } |
254 | static void set_has_default_ranges_max(HasBits* has_bits) { |
255 | (*has_bits)[0] |= 128u; |
256 | } |
257 | static void set_has_default_int16_ranges_min(HasBits* has_bits) { |
258 | (*has_bits)[0] |= 8192u; |
259 | } |
260 | static void set_has_default_int16_ranges_max(HasBits* has_bits) { |
261 | (*has_bits)[0] |= 16384u; |
262 | } |
263 | static void set_has_drop_fake_quant(HasBits* has_bits) { |
264 | (*has_bits)[0] |= 256u; |
265 | } |
266 | static void set_has_reorder_across_fake_quant(HasBits* has_bits) { |
267 | (*has_bits)[0] |= 512u; |
268 | } |
269 | static void set_has_allow_custom_ops(HasBits* has_bits) { |
270 | (*has_bits)[0] |= 1024u; |
271 | } |
272 | static void set_has_drop_control_dependency(HasBits* has_bits) { |
273 | (*has_bits)[0] |= 2048u; |
274 | } |
275 | static void set_has_debug_disable_recurrent_cell_fusion(HasBits* has_bits) { |
276 | (*has_bits)[0] |= 32768u; |
277 | } |
278 | static void set_has_propagate_fake_quant_num_bits(HasBits* has_bits) { |
279 | (*has_bits)[0] |= 65536u; |
280 | } |
281 | static void set_has_allow_nudging_weights_to_use_fast_gemm_kernel(HasBits* has_bits) { |
282 | (*has_bits)[0] |= 131072u; |
283 | } |
284 | static void set_has_dedupe_array_min_size_bytes(HasBits* has_bits) { |
285 | (*has_bits)[1] |= 16u; |
286 | } |
287 | static void set_has_split_tflite_lstm_inputs(HasBits* has_bits) { |
288 | (*has_bits)[1] |= 32u; |
289 | } |
290 | static void set_has_quantize_weights(HasBits* has_bits) { |
291 | (*has_bits)[0] |= 262144u; |
292 | } |
293 | static void set_has_dump_graphviz_dir(HasBits* has_bits) { |
294 | (*has_bits)[0] |= 1u; |
295 | } |
296 | static void set_has_dump_graphviz_include_video(HasBits* has_bits) { |
297 | (*has_bits)[0] |= 524288u; |
298 | } |
299 | static void set_has_post_training_quantize(HasBits* has_bits) { |
300 | (*has_bits)[0] |= 1048576u; |
301 | } |
302 | static void set_has_enable_select_tf_ops(HasBits* has_bits) { |
303 | (*has_bits)[0] |= 2097152u; |
304 | } |
305 | static void set_has_force_select_tf_ops(HasBits* has_bits) { |
306 | (*has_bits)[0] |= 4194304u; |
307 | } |
308 | static void set_has_quantize_to_float16(HasBits* has_bits) { |
309 | (*has_bits)[0] |= 8388608u; |
310 | } |
311 | static void set_has_allow_dynamic_tensors(HasBits* has_bits) { |
312 | (*has_bits)[1] |= 64u; |
313 | } |
314 | static void set_has_conversion_summary_dir(HasBits* has_bits) { |
315 | (*has_bits)[0] |= 2u; |
316 | } |
317 | static void set_has_enable_tflite_resource_variables(HasBits* has_bits) { |
318 | (*has_bits)[1] |= 128u; |
319 | } |
320 | static void set_has_unfold_batchmatmul(HasBits* has_bits) { |
321 | (*has_bits)[1] |= 256u; |
322 | } |
323 | static void set_has_lower_tensor_list_ops(HasBits* has_bits) { |
324 | (*has_bits)[1] |= 512u; |
325 | } |
326 | static void set_has_accumulation_type(HasBits* has_bits) { |
327 | (*has_bits)[0] |= 134217728u; |
328 | } |
329 | static void set_has_allow_bfloat16(HasBits* has_bits) { |
330 | (*has_bits)[0] |= 16777216u; |
331 | } |
332 | static void set_has_allow_all_select_tf_ops(HasBits* has_bits) { |
333 | (*has_bits)[0] |= 33554432u; |
334 | } |
335 | static void set_has_unfold_large_splat_constant(HasBits* has_bits) { |
336 | (*has_bits)[0] |= 67108864u; |
337 | } |
338 | static void set_has_default_to_single_batch_in_tensor_list_ops(HasBits* has_bits) { |
339 | (*has_bits)[0] |= 268435456u; |
340 | } |
341 | static void set_has_disable_per_channel_quantization(HasBits* has_bits) { |
342 | (*has_bits)[0] |= 536870912u; |
343 | } |
344 | static void set_has_enable_mlir_dynamic_range_quantizer(HasBits* has_bits) { |
345 | (*has_bits)[0] |= 1073741824u; |
346 | } |
347 | static void set_has_tf_quantization_mode(HasBits* has_bits) { |
348 | (*has_bits)[0] |= 4u; |
349 | } |
350 | static void set_has_disable_infer_tensor_range(HasBits* has_bits) { |
351 | (*has_bits)[0] |= 2147483648u; |
352 | } |
353 | static void set_has_use_fake_quant_num_bits(HasBits* has_bits) { |
354 | (*has_bits)[1] |= 1u; |
355 | } |
356 | static void set_has_enable_dynamic_update_slice(HasBits* has_bits) { |
357 | (*has_bits)[1] |= 2u; |
358 | } |
359 | static void set_has_preserve_assert_op(HasBits* has_bits) { |
360 | (*has_bits)[1] |= 4u; |
361 | } |
362 | static void set_has_guarantee_all_funcs_one_use(HasBits* has_bits) { |
363 | (*has_bits)[1] |= 8u; |
364 | } |
365 | }; |
366 | |
367 | TocoFlags::TocoFlags() |
368 | : ::PROTOBUF_NAMESPACE_ID::Message(), _internal_metadata_(nullptr) { |
369 | SharedCtor(); |
370 | // @@protoc_insertion_point(constructor:toco.TocoFlags) |
371 | } |
372 | TocoFlags::TocoFlags(const TocoFlags& from) |
373 | : ::PROTOBUF_NAMESPACE_ID::Message(), |
374 | _internal_metadata_(nullptr), |
375 | _has_bits_(from._has_bits_), |
376 | custom_opdefs_(from.custom_opdefs_), |
377 | select_user_tf_ops_(from.select_user_tf_ops_), |
378 | supported_backends_(from.supported_backends_) { |
379 | _internal_metadata_.MergeFrom(from._internal_metadata_); |
380 | dump_graphviz_dir_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
381 | if (from.has_dump_graphviz_dir()) { |
382 | dump_graphviz_dir_.AssignWithDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), from.dump_graphviz_dir_); |
383 | } |
384 | conversion_summary_dir_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
385 | if (from.has_conversion_summary_dir()) { |
386 | conversion_summary_dir_.AssignWithDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), from.conversion_summary_dir_); |
387 | } |
388 | tf_quantization_mode_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
389 | if (from.has_tf_quantization_mode()) { |
390 | tf_quantization_mode_.AssignWithDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), from.tf_quantization_mode_); |
391 | } |
392 | ::memcpy(&input_format_, &from.input_format_, |
393 | static_cast<size_t>(reinterpret_cast<char*>(&lower_tensor_list_ops_) - |
394 | reinterpret_cast<char*>(&input_format_)) + sizeof(lower_tensor_list_ops_)); |
395 | // @@protoc_insertion_point(copy_constructor:toco.TocoFlags) |
396 | } |
397 | |
398 | void TocoFlags::SharedCtor() { |
399 | ::PROTOBUF_NAMESPACE_ID::internal::InitSCC(&scc_info_TocoFlags_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto.base); |
400 | dump_graphviz_dir_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
401 | conversion_summary_dir_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
402 | tf_quantization_mode_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
403 | ::memset(&input_format_, 0, static_cast<size_t>( |
404 | reinterpret_cast<char*>(&guarantee_all_funcs_one_use_) - |
405 | reinterpret_cast<char*>(&input_format_)) + sizeof(guarantee_all_funcs_one_use_)); |
406 | dedupe_array_min_size_bytes_ = PROTOBUF_LONGLONG(64); |
407 | split_tflite_lstm_inputs_ = true; |
408 | allow_dynamic_tensors_ = true; |
409 | enable_tflite_resource_variables_ = true; |
410 | unfold_batchmatmul_ = true; |
411 | lower_tensor_list_ops_ = true; |
412 | } |
413 | |
414 | TocoFlags::~TocoFlags() { |
415 | // @@protoc_insertion_point(destructor:toco.TocoFlags) |
416 | SharedDtor(); |
417 | } |
418 | |
419 | void TocoFlags::SharedDtor() { |
420 | dump_graphviz_dir_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
421 | conversion_summary_dir_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
422 | tf_quantization_mode_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); |
423 | } |
424 | |
425 | void TocoFlags::SetCachedSize(int size) const { |
426 | _cached_size_.Set(size); |
427 | } |
428 | const TocoFlags& TocoFlags::default_instance() { |
429 | ::PROTOBUF_NAMESPACE_ID::internal::InitSCC(&::scc_info_TocoFlags_tensorflow_2flite_2ftoco_2ftoco_5fflags_2eproto.base); |
430 | return *internal_default_instance(); |
431 | } |
432 | |
433 | |
434 | void TocoFlags::Clear() { |
435 | // @@protoc_insertion_point(message_clear_start:toco.TocoFlags) |
436 | ::PROTOBUF_NAMESPACE_ID::uint32 cached_has_bits = 0; |
437 | // Prevent compiler warnings about cached_has_bits being unused |
438 | (void) cached_has_bits; |
439 | |
440 | custom_opdefs_.Clear(); |
441 | select_user_tf_ops_.Clear(); |
442 | supported_backends_.Clear(); |
443 | cached_has_bits = _has_bits_[0]; |
444 | if (cached_has_bits & 0x00000007u) { |
445 | if (cached_has_bits & 0x00000001u) { |
446 | dump_graphviz_dir_.ClearNonDefaultToEmptyNoArena(); |
447 | } |
448 | if (cached_has_bits & 0x00000002u) { |
449 | conversion_summary_dir_.ClearNonDefaultToEmptyNoArena(); |
450 | } |
451 | if (cached_has_bits & 0x00000004u) { |
452 | tf_quantization_mode_.ClearNonDefaultToEmptyNoArena(); |
453 | } |
454 | } |
455 | if (cached_has_bits & 0x000000f8u) { |
456 | ::memset(&input_format_, 0, static_cast<size_t>( |
457 | reinterpret_cast<char*>(&default_ranges_max_) - |
458 | reinterpret_cast<char*>(&input_format_)) + sizeof(default_ranges_max_)); |
459 | } |
460 | if (cached_has_bits & 0x0000ff00u) { |
461 | ::memset(&drop_fake_quant_, 0, static_cast<size_t>( |
462 | reinterpret_cast<char*>(&debug_disable_recurrent_cell_fusion_) - |
463 | reinterpret_cast<char*>(&drop_fake_quant_)) + sizeof(debug_disable_recurrent_cell_fusion_)); |
464 | } |
465 | if (cached_has_bits & 0x00ff0000u) { |
466 | ::memset(&propagate_fake_quant_num_bits_, 0, static_cast<size_t>( |
467 | reinterpret_cast<char*>(&quantize_to_float16_) - |
468 | reinterpret_cast<char*>(&propagate_fake_quant_num_bits_)) + sizeof(quantize_to_float16_)); |
469 | } |
470 | if (cached_has_bits & 0xff000000u) { |
471 | ::memset(&allow_bfloat16_, 0, static_cast<size_t>( |
472 | reinterpret_cast<char*>(&disable_infer_tensor_range_) - |
473 | reinterpret_cast<char*>(&allow_bfloat16_)) + sizeof(disable_infer_tensor_range_)); |
474 | } |
475 | cached_has_bits = _has_bits_[1]; |
476 | if (cached_has_bits & 0x000000ffu) { |
477 | ::memset(&use_fake_quant_num_bits_, 0, static_cast<size_t>( |
478 | reinterpret_cast<char*>(&guarantee_all_funcs_one_use_) - |
479 | reinterpret_cast<char*>(&use_fake_quant_num_bits_)) + sizeof(guarantee_all_funcs_one_use_)); |
480 | dedupe_array_min_size_bytes_ = PROTOBUF_LONGLONG(64); |
481 | split_tflite_lstm_inputs_ = true; |
482 | allow_dynamic_tensors_ = true; |
483 | enable_tflite_resource_variables_ = true; |
484 | } |
485 | if (cached_has_bits & 0x00000300u) { |
486 | unfold_batchmatmul_ = true; |
487 | lower_tensor_list_ops_ = true; |
488 | } |
489 | _has_bits_.Clear(); |
490 | _internal_metadata_.Clear(); |
491 | } |
492 | |
493 | #if GOOGLE_PROTOBUF_ENABLE_EXPERIMENTAL_PARSER |
494 | const char* TocoFlags::_InternalParse(const char* ptr, ::PROTOBUF_NAMESPACE_ID::internal::ParseContext* ctx) { |
495 | #define CHK_(x) if (PROTOBUF_PREDICT_FALSE(!(x))) goto failure |
496 | while (!ctx->Done(&ptr)) { |
497 | ::PROTOBUF_NAMESPACE_ID::uint32 tag; |
498 | ptr = ::PROTOBUF_NAMESPACE_ID::internal::ReadTag(ptr, &tag); |
499 | CHK_(ptr); |
500 | switch (tag >> 3) { |
501 | // optional .toco.FileFormat input_format = 1; |
502 | case 1: |
503 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 8)) { |
504 | ::PROTOBUF_NAMESPACE_ID::uint64 val = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
505 | CHK_(ptr); |
506 | if (PROTOBUF_PREDICT_TRUE(::toco::FileFormat_IsValid(val))) { |
507 | set_input_format(static_cast<::toco::FileFormat>(val)); |
508 | } else { |
509 | ::PROTOBUF_NAMESPACE_ID::internal::WriteVarint(1, val, mutable_unknown_fields()); |
510 | } |
511 | } else goto handle_unusual; |
512 | continue; |
513 | // optional .toco.FileFormat output_format = 2; |
514 | case 2: |
515 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 16)) { |
516 | ::PROTOBUF_NAMESPACE_ID::uint64 val = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
517 | CHK_(ptr); |
518 | if (PROTOBUF_PREDICT_TRUE(::toco::FileFormat_IsValid(val))) { |
519 | set_output_format(static_cast<::toco::FileFormat>(val)); |
520 | } else { |
521 | ::PROTOBUF_NAMESPACE_ID::internal::WriteVarint(2, val, mutable_unknown_fields()); |
522 | } |
523 | } else goto handle_unusual; |
524 | continue; |
525 | // optional .toco.IODataType inference_type = 4; |
526 | case 4: |
527 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 32)) { |
528 | ::PROTOBUF_NAMESPACE_ID::uint64 val = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
529 | CHK_(ptr); |
530 | if (PROTOBUF_PREDICT_TRUE(::toco::IODataType_IsValid(val))) { |
531 | set_inference_type(static_cast<::toco::IODataType>(val)); |
532 | } else { |
533 | ::PROTOBUF_NAMESPACE_ID::internal::WriteVarint(4, val, mutable_unknown_fields()); |
534 | } |
535 | } else goto handle_unusual; |
536 | continue; |
537 | // optional float default_ranges_min = 5; |
538 | case 5: |
539 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 45)) { |
540 | _Internal::set_has_default_ranges_min(&_has_bits_); |
541 | default_ranges_min_ = ::PROTOBUF_NAMESPACE_ID::internal::UnalignedLoad<float>(ptr); |
542 | ptr += sizeof(float); |
543 | } else goto handle_unusual; |
544 | continue; |
545 | // optional float default_ranges_max = 6; |
546 | case 6: |
547 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 53)) { |
548 | _Internal::set_has_default_ranges_max(&_has_bits_); |
549 | default_ranges_max_ = ::PROTOBUF_NAMESPACE_ID::internal::UnalignedLoad<float>(ptr); |
550 | ptr += sizeof(float); |
551 | } else goto handle_unusual; |
552 | continue; |
553 | // optional bool drop_fake_quant = 7; |
554 | case 7: |
555 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 56)) { |
556 | _Internal::set_has_drop_fake_quant(&_has_bits_); |
557 | drop_fake_quant_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
558 | CHK_(ptr); |
559 | } else goto handle_unusual; |
560 | continue; |
561 | // optional bool reorder_across_fake_quant = 8; |
562 | case 8: |
563 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 64)) { |
564 | _Internal::set_has_reorder_across_fake_quant(&_has_bits_); |
565 | reorder_across_fake_quant_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
566 | CHK_(ptr); |
567 | } else goto handle_unusual; |
568 | continue; |
569 | // optional bool allow_custom_ops = 10; |
570 | case 10: |
571 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 80)) { |
572 | _Internal::set_has_allow_custom_ops(&_has_bits_); |
573 | allow_custom_ops_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
574 | CHK_(ptr); |
575 | } else goto handle_unusual; |
576 | continue; |
577 | // optional .toco.IODataType inference_input_type = 11; |
578 | case 11: |
579 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 88)) { |
580 | ::PROTOBUF_NAMESPACE_ID::uint64 val = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
581 | CHK_(ptr); |
582 | if (PROTOBUF_PREDICT_TRUE(::toco::IODataType_IsValid(val))) { |
583 | set_inference_input_type(static_cast<::toco::IODataType>(val)); |
584 | } else { |
585 | ::PROTOBUF_NAMESPACE_ID::internal::WriteVarint(11, val, mutable_unknown_fields()); |
586 | } |
587 | } else goto handle_unusual; |
588 | continue; |
589 | // optional bool drop_control_dependency = 12; |
590 | case 12: |
591 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 96)) { |
592 | _Internal::set_has_drop_control_dependency(&_has_bits_); |
593 | drop_control_dependency_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
594 | CHK_(ptr); |
595 | } else goto handle_unusual; |
596 | continue; |
597 | // optional bool debug_disable_recurrent_cell_fusion = 13; |
598 | case 13: |
599 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 104)) { |
600 | _Internal::set_has_debug_disable_recurrent_cell_fusion(&_has_bits_); |
601 | debug_disable_recurrent_cell_fusion_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
602 | CHK_(ptr); |
603 | } else goto handle_unusual; |
604 | continue; |
605 | // optional bool propagate_fake_quant_num_bits = 14; |
606 | case 14: |
607 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 112)) { |
608 | _Internal::set_has_propagate_fake_quant_num_bits(&_has_bits_); |
609 | propagate_fake_quant_num_bits_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
610 | CHK_(ptr); |
611 | } else goto handle_unusual; |
612 | continue; |
613 | // optional float default_int16_ranges_min = 15; |
614 | case 15: |
615 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 125)) { |
616 | _Internal::set_has_default_int16_ranges_min(&_has_bits_); |
617 | default_int16_ranges_min_ = ::PROTOBUF_NAMESPACE_ID::internal::UnalignedLoad<float>(ptr); |
618 | ptr += sizeof(float); |
619 | } else goto handle_unusual; |
620 | continue; |
621 | // optional float default_int16_ranges_max = 16; |
622 | case 16: |
623 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 133)) { |
624 | _Internal::set_has_default_int16_ranges_max(&_has_bits_); |
625 | default_int16_ranges_max_ = ::PROTOBUF_NAMESPACE_ID::internal::UnalignedLoad<float>(ptr); |
626 | ptr += sizeof(float); |
627 | } else goto handle_unusual; |
628 | continue; |
629 | // optional bool allow_nudging_weights_to_use_fast_gemm_kernel = 17; |
630 | case 17: |
631 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 136)) { |
632 | _Internal::set_has_allow_nudging_weights_to_use_fast_gemm_kernel(&_has_bits_); |
633 | allow_nudging_weights_to_use_fast_gemm_kernel_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
634 | CHK_(ptr); |
635 | } else goto handle_unusual; |
636 | continue; |
637 | // optional int64 dedupe_array_min_size_bytes = 18 [default = 64]; |
638 | case 18: |
639 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 144)) { |
640 | _Internal::set_has_dedupe_array_min_size_bytes(&_has_bits_); |
641 | dedupe_array_min_size_bytes_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
642 | CHK_(ptr); |
643 | } else goto handle_unusual; |
644 | continue; |
645 | // optional bool split_tflite_lstm_inputs = 19 [default = true]; |
646 | case 19: |
647 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 152)) { |
648 | _Internal::set_has_split_tflite_lstm_inputs(&_has_bits_); |
649 | split_tflite_lstm_inputs_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
650 | CHK_(ptr); |
651 | } else goto handle_unusual; |
652 | continue; |
653 | // optional bool quantize_weights = 20 [default = false]; |
654 | case 20: |
655 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 160)) { |
656 | _Internal::set_has_quantize_weights(&_has_bits_); |
657 | quantize_weights_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
658 | CHK_(ptr); |
659 | } else goto handle_unusual; |
660 | continue; |
661 | // optional string dump_graphviz_dir = 24; |
662 | case 24: |
663 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 194)) { |
664 | ptr = ::PROTOBUF_NAMESPACE_ID::internal::InlineGreedyStringParserUTF8Verify(mutable_dump_graphviz_dir(), ptr, ctx, "toco.TocoFlags.dump_graphviz_dir" ); |
665 | CHK_(ptr); |
666 | } else goto handle_unusual; |
667 | continue; |
668 | // optional bool dump_graphviz_include_video = 25; |
669 | case 25: |
670 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 200)) { |
671 | _Internal::set_has_dump_graphviz_include_video(&_has_bits_); |
672 | dump_graphviz_include_video_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
673 | CHK_(ptr); |
674 | } else goto handle_unusual; |
675 | continue; |
676 | // optional bool post_training_quantize = 26 [default = false]; |
677 | case 26: |
678 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 208)) { |
679 | _Internal::set_has_post_training_quantize(&_has_bits_); |
680 | post_training_quantize_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
681 | CHK_(ptr); |
682 | } else goto handle_unusual; |
683 | continue; |
684 | // optional bool enable_select_tf_ops = 27 [default = false]; |
685 | case 27: |
686 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 216)) { |
687 | _Internal::set_has_enable_select_tf_ops(&_has_bits_); |
688 | enable_select_tf_ops_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
689 | CHK_(ptr); |
690 | } else goto handle_unusual; |
691 | continue; |
692 | // optional bool force_select_tf_ops = 28 [default = false]; |
693 | case 28: |
694 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 224)) { |
695 | _Internal::set_has_force_select_tf_ops(&_has_bits_); |
696 | force_select_tf_ops_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
697 | CHK_(ptr); |
698 | } else goto handle_unusual; |
699 | continue; |
700 | // optional bool quantize_to_float16 = 29 [default = false]; |
701 | case 29: |
702 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 232)) { |
703 | _Internal::set_has_quantize_to_float16(&_has_bits_); |
704 | quantize_to_float16_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
705 | CHK_(ptr); |
706 | } else goto handle_unusual; |
707 | continue; |
708 | // optional bool allow_dynamic_tensors = 30 [default = true]; |
709 | case 30: |
710 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 240)) { |
711 | _Internal::set_has_allow_dynamic_tensors(&_has_bits_); |
712 | allow_dynamic_tensors_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
713 | CHK_(ptr); |
714 | } else goto handle_unusual; |
715 | continue; |
716 | // optional string conversion_summary_dir = 31; |
717 | case 31: |
718 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 250)) { |
719 | ptr = ::PROTOBUF_NAMESPACE_ID::internal::InlineGreedyStringParserUTF8Verify(mutable_conversion_summary_dir(), ptr, ctx, "toco.TocoFlags.conversion_summary_dir" ); |
720 | CHK_(ptr); |
721 | } else goto handle_unusual; |
722 | continue; |
723 | // repeated string custom_opdefs = 32 [deprecated = true]; |
724 | case 32: |
725 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 2)) { |
726 | ptr -= 2; |
727 | do { |
728 | ptr += 2; |
729 | ptr = ::PROTOBUF_NAMESPACE_ID::internal::InlineGreedyStringParserUTF8Verify(add_custom_opdefs(), ptr, ctx, "toco.TocoFlags.custom_opdefs" ); |
730 | CHK_(ptr); |
731 | if (!ctx->DataAvailable(ptr)) break; |
732 | } while (::PROTOBUF_NAMESPACE_ID::internal::UnalignedLoad<::PROTOBUF_NAMESPACE_ID::uint16>(ptr) == 642); |
733 | } else goto handle_unusual; |
734 | continue; |
735 | // repeated string select_user_tf_ops = 33; |
736 | case 33: |
737 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 10)) { |
738 | ptr -= 2; |
739 | do { |
740 | ptr += 2; |
741 | ptr = ::PROTOBUF_NAMESPACE_ID::internal::InlineGreedyStringParserUTF8Verify(add_select_user_tf_ops(), ptr, ctx, "toco.TocoFlags.select_user_tf_ops" ); |
742 | CHK_(ptr); |
743 | if (!ctx->DataAvailable(ptr)) break; |
744 | } while (::PROTOBUF_NAMESPACE_ID::internal::UnalignedLoad<::PROTOBUF_NAMESPACE_ID::uint16>(ptr) == 650); |
745 | } else goto handle_unusual; |
746 | continue; |
747 | // optional bool enable_tflite_resource_variables = 34 [default = true]; |
748 | case 34: |
749 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 16)) { |
750 | _Internal::set_has_enable_tflite_resource_variables(&_has_bits_); |
751 | enable_tflite_resource_variables_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
752 | CHK_(ptr); |
753 | } else goto handle_unusual; |
754 | continue; |
755 | // optional bool unfold_batchmatmul = 35 [default = true]; |
756 | case 35: |
757 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 24)) { |
758 | _Internal::set_has_unfold_batchmatmul(&_has_bits_); |
759 | unfold_batchmatmul_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
760 | CHK_(ptr); |
761 | } else goto handle_unusual; |
762 | continue; |
763 | // optional bool lower_tensor_list_ops = 36 [default = true]; |
764 | case 36: |
765 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 32)) { |
766 | _Internal::set_has_lower_tensor_list_ops(&_has_bits_); |
767 | lower_tensor_list_ops_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
768 | CHK_(ptr); |
769 | } else goto handle_unusual; |
770 | continue; |
771 | // optional .toco.IODataType accumulation_type = 37; |
772 | case 37: |
773 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 40)) { |
774 | ::PROTOBUF_NAMESPACE_ID::uint64 val = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
775 | CHK_(ptr); |
776 | if (PROTOBUF_PREDICT_TRUE(::toco::IODataType_IsValid(val))) { |
777 | set_accumulation_type(static_cast<::toco::IODataType>(val)); |
778 | } else { |
779 | ::PROTOBUF_NAMESPACE_ID::internal::WriteVarint(37, val, mutable_unknown_fields()); |
780 | } |
781 | } else goto handle_unusual; |
782 | continue; |
783 | // optional bool allow_bfloat16 = 38 [default = false]; |
784 | case 38: |
785 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 48)) { |
786 | _Internal::set_has_allow_bfloat16(&_has_bits_); |
787 | allow_bfloat16_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
788 | CHK_(ptr); |
789 | } else goto handle_unusual; |
790 | continue; |
791 | // optional bool allow_all_select_tf_ops = 39; |
792 | case 39: |
793 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 56)) { |
794 | _Internal::set_has_allow_all_select_tf_ops(&_has_bits_); |
795 | allow_all_select_tf_ops_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
796 | CHK_(ptr); |
797 | } else goto handle_unusual; |
798 | continue; |
799 | // optional bool unfold_large_splat_constant = 40 [default = false]; |
800 | case 40: |
801 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 64)) { |
802 | _Internal::set_has_unfold_large_splat_constant(&_has_bits_); |
803 | unfold_large_splat_constant_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
804 | CHK_(ptr); |
805 | } else goto handle_unusual; |
806 | continue; |
807 | // repeated string supported_backends = 41; |
808 | case 41: |
809 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 74)) { |
810 | ptr -= 2; |
811 | do { |
812 | ptr += 2; |
813 | ptr = ::PROTOBUF_NAMESPACE_ID::internal::InlineGreedyStringParserUTF8Verify(add_supported_backends(), ptr, ctx, "toco.TocoFlags.supported_backends" ); |
814 | CHK_(ptr); |
815 | if (!ctx->DataAvailable(ptr)) break; |
816 | } while (::PROTOBUF_NAMESPACE_ID::internal::UnalignedLoad<::PROTOBUF_NAMESPACE_ID::uint16>(ptr) == 714); |
817 | } else goto handle_unusual; |
818 | continue; |
819 | // optional bool default_to_single_batch_in_tensor_list_ops = 42 [default = false]; |
820 | case 42: |
821 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 80)) { |
822 | _Internal::set_has_default_to_single_batch_in_tensor_list_ops(&_has_bits_); |
823 | default_to_single_batch_in_tensor_list_ops_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
824 | CHK_(ptr); |
825 | } else goto handle_unusual; |
826 | continue; |
827 | // optional bool disable_per_channel_quantization = 43 [default = false]; |
828 | case 43: |
829 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 88)) { |
830 | _Internal::set_has_disable_per_channel_quantization(&_has_bits_); |
831 | disable_per_channel_quantization_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
832 | CHK_(ptr); |
833 | } else goto handle_unusual; |
834 | continue; |
835 | // optional bool enable_mlir_dynamic_range_quantizer = 44 [default = false]; |
836 | case 44: |
837 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 96)) { |
838 | _Internal::set_has_enable_mlir_dynamic_range_quantizer(&_has_bits_); |
839 | enable_mlir_dynamic_range_quantizer_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
840 | CHK_(ptr); |
841 | } else goto handle_unusual; |
842 | continue; |
843 | // optional string tf_quantization_mode = 45; |
844 | case 45: |
845 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 106)) { |
846 | ptr = ::PROTOBUF_NAMESPACE_ID::internal::InlineGreedyStringParserUTF8Verify(mutable_tf_quantization_mode(), ptr, ctx, "toco.TocoFlags.tf_quantization_mode" ); |
847 | CHK_(ptr); |
848 | } else goto handle_unusual; |
849 | continue; |
850 | // optional bool disable_infer_tensor_range = 46 [default = false]; |
851 | case 46: |
852 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 112)) { |
853 | _Internal::set_has_disable_infer_tensor_range(&_has_bits_); |
854 | disable_infer_tensor_range_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
855 | CHK_(ptr); |
856 | } else goto handle_unusual; |
857 | continue; |
858 | // optional bool use_fake_quant_num_bits = 47 [default = false]; |
859 | case 47: |
860 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 120)) { |
861 | _Internal::set_has_use_fake_quant_num_bits(&_has_bits_); |
862 | use_fake_quant_num_bits_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
863 | CHK_(ptr); |
864 | } else goto handle_unusual; |
865 | continue; |
866 | // optional bool enable_dynamic_update_slice = 48 [default = false]; |
867 | case 48: |
868 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 128)) { |
869 | _Internal::set_has_enable_dynamic_update_slice(&_has_bits_); |
870 | enable_dynamic_update_slice_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
871 | CHK_(ptr); |
872 | } else goto handle_unusual; |
873 | continue; |
874 | // optional bool preserve_assert_op = 49 [default = false]; |
875 | case 49: |
876 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 136)) { |
877 | _Internal::set_has_preserve_assert_op(&_has_bits_); |
878 | preserve_assert_op_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
879 | CHK_(ptr); |
880 | } else goto handle_unusual; |
881 | continue; |
882 | // optional bool guarantee_all_funcs_one_use = 50 [default = false]; |
883 | case 50: |
884 | if (PROTOBUF_PREDICT_TRUE(static_cast<::PROTOBUF_NAMESPACE_ID::uint8>(tag) == 144)) { |
885 | _Internal::set_has_guarantee_all_funcs_one_use(&_has_bits_); |
886 | guarantee_all_funcs_one_use_ = ::PROTOBUF_NAMESPACE_ID::internal::ReadVarint(&ptr); |
887 | CHK_(ptr); |
888 | } else goto handle_unusual; |
889 | continue; |
890 | default: { |
891 | handle_unusual: |
892 | if ((tag & 7) == 4 || tag == 0) { |
893 | ctx->SetLastTag(tag); |
894 | goto success; |
895 | } |
896 | ptr = UnknownFieldParse(tag, &_internal_metadata_, ptr, ctx); |
897 | CHK_(ptr != nullptr); |
898 | continue; |
899 | } |
900 | } // switch |
901 | } // while |
902 | success: |
903 | return ptr; |
904 | failure: |
905 | ptr = nullptr; |
906 | goto success; |
907 | #undef CHK_ |
908 | } |
909 | #else // GOOGLE_PROTOBUF_ENABLE_EXPERIMENTAL_PARSER |
910 | bool TocoFlags::MergePartialFromCodedStream( |
911 | ::PROTOBUF_NAMESPACE_ID::io::CodedInputStream* input) { |
912 | #define DO_(EXPRESSION) if (!PROTOBUF_PREDICT_TRUE(EXPRESSION)) goto failure |
913 | ::PROTOBUF_NAMESPACE_ID::uint32 tag; |
914 | // @@protoc_insertion_point(parse_start:toco.TocoFlags) |
915 | for (;;) { |
916 | ::std::pair<::PROTOBUF_NAMESPACE_ID::uint32, bool> p = input->ReadTagWithCutoffNoLastTag(16383u); |
917 | tag = p.first; |
918 | if (!p.second) goto handle_unusual; |
919 | switch (::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::GetTagFieldNumber(tag)) { |
920 | // optional .toco.FileFormat input_format = 1; |
921 | case 1: { |
922 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (8 & 0xFF)) { |
923 | int value = 0; |
924 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
925 | int, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_ENUM>( |
926 | input, &value))); |
927 | if (::toco::FileFormat_IsValid(value)) { |
928 | set_input_format(static_cast< ::toco::FileFormat >(value)); |
929 | } else { |
930 | mutable_unknown_fields()->AddVarint( |
931 | 1, static_cast<::PROTOBUF_NAMESPACE_ID::uint64>(value)); |
932 | } |
933 | } else { |
934 | goto handle_unusual; |
935 | } |
936 | break; |
937 | } |
938 | |
939 | // optional .toco.FileFormat output_format = 2; |
940 | case 2: { |
941 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (16 & 0xFF)) { |
942 | int value = 0; |
943 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
944 | int, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_ENUM>( |
945 | input, &value))); |
946 | if (::toco::FileFormat_IsValid(value)) { |
947 | set_output_format(static_cast< ::toco::FileFormat >(value)); |
948 | } else { |
949 | mutable_unknown_fields()->AddVarint( |
950 | 2, static_cast<::PROTOBUF_NAMESPACE_ID::uint64>(value)); |
951 | } |
952 | } else { |
953 | goto handle_unusual; |
954 | } |
955 | break; |
956 | } |
957 | |
958 | // optional .toco.IODataType inference_type = 4; |
959 | case 4: { |
960 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (32 & 0xFF)) { |
961 | int value = 0; |
962 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
963 | int, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_ENUM>( |
964 | input, &value))); |
965 | if (::toco::IODataType_IsValid(value)) { |
966 | set_inference_type(static_cast< ::toco::IODataType >(value)); |
967 | } else { |
968 | mutable_unknown_fields()->AddVarint( |
969 | 4, static_cast<::PROTOBUF_NAMESPACE_ID::uint64>(value)); |
970 | } |
971 | } else { |
972 | goto handle_unusual; |
973 | } |
974 | break; |
975 | } |
976 | |
977 | // optional float default_ranges_min = 5; |
978 | case 5: { |
979 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (45 & 0xFF)) { |
980 | _Internal::set_has_default_ranges_min(&_has_bits_); |
981 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
982 | float, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_FLOAT>( |
983 | input, &default_ranges_min_))); |
984 | } else { |
985 | goto handle_unusual; |
986 | } |
987 | break; |
988 | } |
989 | |
990 | // optional float default_ranges_max = 6; |
991 | case 6: { |
992 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (53 & 0xFF)) { |
993 | _Internal::set_has_default_ranges_max(&_has_bits_); |
994 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
995 | float, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_FLOAT>( |
996 | input, &default_ranges_max_))); |
997 | } else { |
998 | goto handle_unusual; |
999 | } |
1000 | break; |
1001 | } |
1002 | |
1003 | // optional bool drop_fake_quant = 7; |
1004 | case 7: { |
1005 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (56 & 0xFF)) { |
1006 | _Internal::set_has_drop_fake_quant(&_has_bits_); |
1007 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1008 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1009 | input, &drop_fake_quant_))); |
1010 | } else { |
1011 | goto handle_unusual; |
1012 | } |
1013 | break; |
1014 | } |
1015 | |
1016 | // optional bool reorder_across_fake_quant = 8; |
1017 | case 8: { |
1018 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (64 & 0xFF)) { |
1019 | _Internal::set_has_reorder_across_fake_quant(&_has_bits_); |
1020 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1021 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1022 | input, &reorder_across_fake_quant_))); |
1023 | } else { |
1024 | goto handle_unusual; |
1025 | } |
1026 | break; |
1027 | } |
1028 | |
1029 | // optional bool allow_custom_ops = 10; |
1030 | case 10: { |
1031 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (80 & 0xFF)) { |
1032 | _Internal::set_has_allow_custom_ops(&_has_bits_); |
1033 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1034 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1035 | input, &allow_custom_ops_))); |
1036 | } else { |
1037 | goto handle_unusual; |
1038 | } |
1039 | break; |
1040 | } |
1041 | |
1042 | // optional .toco.IODataType inference_input_type = 11; |
1043 | case 11: { |
1044 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (88 & 0xFF)) { |
1045 | int value = 0; |
1046 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1047 | int, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_ENUM>( |
1048 | input, &value))); |
1049 | if (::toco::IODataType_IsValid(value)) { |
1050 | set_inference_input_type(static_cast< ::toco::IODataType >(value)); |
1051 | } else { |
1052 | mutable_unknown_fields()->AddVarint( |
1053 | 11, static_cast<::PROTOBUF_NAMESPACE_ID::uint64>(value)); |
1054 | } |
1055 | } else { |
1056 | goto handle_unusual; |
1057 | } |
1058 | break; |
1059 | } |
1060 | |
1061 | // optional bool drop_control_dependency = 12; |
1062 | case 12: { |
1063 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (96 & 0xFF)) { |
1064 | _Internal::set_has_drop_control_dependency(&_has_bits_); |
1065 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1066 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1067 | input, &drop_control_dependency_))); |
1068 | } else { |
1069 | goto handle_unusual; |
1070 | } |
1071 | break; |
1072 | } |
1073 | |
1074 | // optional bool debug_disable_recurrent_cell_fusion = 13; |
1075 | case 13: { |
1076 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (104 & 0xFF)) { |
1077 | _Internal::set_has_debug_disable_recurrent_cell_fusion(&_has_bits_); |
1078 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1079 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1080 | input, &debug_disable_recurrent_cell_fusion_))); |
1081 | } else { |
1082 | goto handle_unusual; |
1083 | } |
1084 | break; |
1085 | } |
1086 | |
1087 | // optional bool propagate_fake_quant_num_bits = 14; |
1088 | case 14: { |
1089 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (112 & 0xFF)) { |
1090 | _Internal::set_has_propagate_fake_quant_num_bits(&_has_bits_); |
1091 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1092 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1093 | input, &propagate_fake_quant_num_bits_))); |
1094 | } else { |
1095 | goto handle_unusual; |
1096 | } |
1097 | break; |
1098 | } |
1099 | |
1100 | // optional float default_int16_ranges_min = 15; |
1101 | case 15: { |
1102 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (125 & 0xFF)) { |
1103 | _Internal::set_has_default_int16_ranges_min(&_has_bits_); |
1104 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1105 | float, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_FLOAT>( |
1106 | input, &default_int16_ranges_min_))); |
1107 | } else { |
1108 | goto handle_unusual; |
1109 | } |
1110 | break; |
1111 | } |
1112 | |
1113 | // optional float default_int16_ranges_max = 16; |
1114 | case 16: { |
1115 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (133 & 0xFF)) { |
1116 | _Internal::set_has_default_int16_ranges_max(&_has_bits_); |
1117 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1118 | float, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_FLOAT>( |
1119 | input, &default_int16_ranges_max_))); |
1120 | } else { |
1121 | goto handle_unusual; |
1122 | } |
1123 | break; |
1124 | } |
1125 | |
1126 | // optional bool allow_nudging_weights_to_use_fast_gemm_kernel = 17; |
1127 | case 17: { |
1128 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (136 & 0xFF)) { |
1129 | _Internal::set_has_allow_nudging_weights_to_use_fast_gemm_kernel(&_has_bits_); |
1130 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1131 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1132 | input, &allow_nudging_weights_to_use_fast_gemm_kernel_))); |
1133 | } else { |
1134 | goto handle_unusual; |
1135 | } |
1136 | break; |
1137 | } |
1138 | |
1139 | // optional int64 dedupe_array_min_size_bytes = 18 [default = 64]; |
1140 | case 18: { |
1141 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (144 & 0xFF)) { |
1142 | _Internal::set_has_dedupe_array_min_size_bytes(&_has_bits_); |
1143 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1144 | ::PROTOBUF_NAMESPACE_ID::int64, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_INT64>( |
1145 | input, &dedupe_array_min_size_bytes_))); |
1146 | } else { |
1147 | goto handle_unusual; |
1148 | } |
1149 | break; |
1150 | } |
1151 | |
1152 | // optional bool split_tflite_lstm_inputs = 19 [default = true]; |
1153 | case 19: { |
1154 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (152 & 0xFF)) { |
1155 | _Internal::set_has_split_tflite_lstm_inputs(&_has_bits_); |
1156 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1157 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1158 | input, &split_tflite_lstm_inputs_))); |
1159 | } else { |
1160 | goto handle_unusual; |
1161 | } |
1162 | break; |
1163 | } |
1164 | |
1165 | // optional bool quantize_weights = 20 [default = false]; |
1166 | case 20: { |
1167 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (160 & 0xFF)) { |
1168 | _Internal::set_has_quantize_weights(&_has_bits_); |
1169 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1170 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1171 | input, &quantize_weights_))); |
1172 | } else { |
1173 | goto handle_unusual; |
1174 | } |
1175 | break; |
1176 | } |
1177 | |
1178 | // optional string dump_graphviz_dir = 24; |
1179 | case 24: { |
1180 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (194 & 0xFF)) { |
1181 | DO_(::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadString( |
1182 | input, this->mutable_dump_graphviz_dir())); |
1183 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1184 | this->dump_graphviz_dir().data(), static_cast<int>(this->dump_graphviz_dir().length()), |
1185 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::PARSE, |
1186 | "toco.TocoFlags.dump_graphviz_dir" ); |
1187 | } else { |
1188 | goto handle_unusual; |
1189 | } |
1190 | break; |
1191 | } |
1192 | |
1193 | // optional bool dump_graphviz_include_video = 25; |
1194 | case 25: { |
1195 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (200 & 0xFF)) { |
1196 | _Internal::set_has_dump_graphviz_include_video(&_has_bits_); |
1197 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1198 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1199 | input, &dump_graphviz_include_video_))); |
1200 | } else { |
1201 | goto handle_unusual; |
1202 | } |
1203 | break; |
1204 | } |
1205 | |
1206 | // optional bool post_training_quantize = 26 [default = false]; |
1207 | case 26: { |
1208 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (208 & 0xFF)) { |
1209 | _Internal::set_has_post_training_quantize(&_has_bits_); |
1210 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1211 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1212 | input, &post_training_quantize_))); |
1213 | } else { |
1214 | goto handle_unusual; |
1215 | } |
1216 | break; |
1217 | } |
1218 | |
1219 | // optional bool enable_select_tf_ops = 27 [default = false]; |
1220 | case 27: { |
1221 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (216 & 0xFF)) { |
1222 | _Internal::set_has_enable_select_tf_ops(&_has_bits_); |
1223 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1224 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1225 | input, &enable_select_tf_ops_))); |
1226 | } else { |
1227 | goto handle_unusual; |
1228 | } |
1229 | break; |
1230 | } |
1231 | |
1232 | // optional bool force_select_tf_ops = 28 [default = false]; |
1233 | case 28: { |
1234 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (224 & 0xFF)) { |
1235 | _Internal::set_has_force_select_tf_ops(&_has_bits_); |
1236 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1237 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1238 | input, &force_select_tf_ops_))); |
1239 | } else { |
1240 | goto handle_unusual; |
1241 | } |
1242 | break; |
1243 | } |
1244 | |
1245 | // optional bool quantize_to_float16 = 29 [default = false]; |
1246 | case 29: { |
1247 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (232 & 0xFF)) { |
1248 | _Internal::set_has_quantize_to_float16(&_has_bits_); |
1249 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1250 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1251 | input, &quantize_to_float16_))); |
1252 | } else { |
1253 | goto handle_unusual; |
1254 | } |
1255 | break; |
1256 | } |
1257 | |
1258 | // optional bool allow_dynamic_tensors = 30 [default = true]; |
1259 | case 30: { |
1260 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (240 & 0xFF)) { |
1261 | _Internal::set_has_allow_dynamic_tensors(&_has_bits_); |
1262 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1263 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1264 | input, &allow_dynamic_tensors_))); |
1265 | } else { |
1266 | goto handle_unusual; |
1267 | } |
1268 | break; |
1269 | } |
1270 | |
1271 | // optional string conversion_summary_dir = 31; |
1272 | case 31: { |
1273 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (250 & 0xFF)) { |
1274 | DO_(::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadString( |
1275 | input, this->mutable_conversion_summary_dir())); |
1276 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1277 | this->conversion_summary_dir().data(), static_cast<int>(this->conversion_summary_dir().length()), |
1278 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::PARSE, |
1279 | "toco.TocoFlags.conversion_summary_dir" ); |
1280 | } else { |
1281 | goto handle_unusual; |
1282 | } |
1283 | break; |
1284 | } |
1285 | |
1286 | // repeated string custom_opdefs = 32 [deprecated = true]; |
1287 | case 32: { |
1288 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (258 & 0xFF)) { |
1289 | DO_(::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadString( |
1290 | input, this->add_custom_opdefs())); |
1291 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1292 | this->custom_opdefs(this->custom_opdefs_size() - 1).data(), |
1293 | static_cast<int>(this->custom_opdefs(this->custom_opdefs_size() - 1).length()), |
1294 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::PARSE, |
1295 | "toco.TocoFlags.custom_opdefs" ); |
1296 | } else { |
1297 | goto handle_unusual; |
1298 | } |
1299 | break; |
1300 | } |
1301 | |
1302 | // repeated string select_user_tf_ops = 33; |
1303 | case 33: { |
1304 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (266 & 0xFF)) { |
1305 | DO_(::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadString( |
1306 | input, this->add_select_user_tf_ops())); |
1307 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1308 | this->select_user_tf_ops(this->select_user_tf_ops_size() - 1).data(), |
1309 | static_cast<int>(this->select_user_tf_ops(this->select_user_tf_ops_size() - 1).length()), |
1310 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::PARSE, |
1311 | "toco.TocoFlags.select_user_tf_ops" ); |
1312 | } else { |
1313 | goto handle_unusual; |
1314 | } |
1315 | break; |
1316 | } |
1317 | |
1318 | // optional bool enable_tflite_resource_variables = 34 [default = true]; |
1319 | case 34: { |
1320 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (272 & 0xFF)) { |
1321 | _Internal::set_has_enable_tflite_resource_variables(&_has_bits_); |
1322 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1323 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1324 | input, &enable_tflite_resource_variables_))); |
1325 | } else { |
1326 | goto handle_unusual; |
1327 | } |
1328 | break; |
1329 | } |
1330 | |
1331 | // optional bool unfold_batchmatmul = 35 [default = true]; |
1332 | case 35: { |
1333 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (280 & 0xFF)) { |
1334 | _Internal::set_has_unfold_batchmatmul(&_has_bits_); |
1335 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1336 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1337 | input, &unfold_batchmatmul_))); |
1338 | } else { |
1339 | goto handle_unusual; |
1340 | } |
1341 | break; |
1342 | } |
1343 | |
1344 | // optional bool lower_tensor_list_ops = 36 [default = true]; |
1345 | case 36: { |
1346 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (288 & 0xFF)) { |
1347 | _Internal::set_has_lower_tensor_list_ops(&_has_bits_); |
1348 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1349 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1350 | input, &lower_tensor_list_ops_))); |
1351 | } else { |
1352 | goto handle_unusual; |
1353 | } |
1354 | break; |
1355 | } |
1356 | |
1357 | // optional .toco.IODataType accumulation_type = 37; |
1358 | case 37: { |
1359 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (296 & 0xFF)) { |
1360 | int value = 0; |
1361 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1362 | int, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_ENUM>( |
1363 | input, &value))); |
1364 | if (::toco::IODataType_IsValid(value)) { |
1365 | set_accumulation_type(static_cast< ::toco::IODataType >(value)); |
1366 | } else { |
1367 | mutable_unknown_fields()->AddVarint( |
1368 | 37, static_cast<::PROTOBUF_NAMESPACE_ID::uint64>(value)); |
1369 | } |
1370 | } else { |
1371 | goto handle_unusual; |
1372 | } |
1373 | break; |
1374 | } |
1375 | |
1376 | // optional bool allow_bfloat16 = 38 [default = false]; |
1377 | case 38: { |
1378 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (304 & 0xFF)) { |
1379 | _Internal::set_has_allow_bfloat16(&_has_bits_); |
1380 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1381 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1382 | input, &allow_bfloat16_))); |
1383 | } else { |
1384 | goto handle_unusual; |
1385 | } |
1386 | break; |
1387 | } |
1388 | |
1389 | // optional bool allow_all_select_tf_ops = 39; |
1390 | case 39: { |
1391 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (312 & 0xFF)) { |
1392 | _Internal::set_has_allow_all_select_tf_ops(&_has_bits_); |
1393 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1394 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1395 | input, &allow_all_select_tf_ops_))); |
1396 | } else { |
1397 | goto handle_unusual; |
1398 | } |
1399 | break; |
1400 | } |
1401 | |
1402 | // optional bool unfold_large_splat_constant = 40 [default = false]; |
1403 | case 40: { |
1404 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (320 & 0xFF)) { |
1405 | _Internal::set_has_unfold_large_splat_constant(&_has_bits_); |
1406 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1407 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1408 | input, &unfold_large_splat_constant_))); |
1409 | } else { |
1410 | goto handle_unusual; |
1411 | } |
1412 | break; |
1413 | } |
1414 | |
1415 | // repeated string supported_backends = 41; |
1416 | case 41: { |
1417 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (330 & 0xFF)) { |
1418 | DO_(::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadString( |
1419 | input, this->add_supported_backends())); |
1420 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1421 | this->supported_backends(this->supported_backends_size() - 1).data(), |
1422 | static_cast<int>(this->supported_backends(this->supported_backends_size() - 1).length()), |
1423 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::PARSE, |
1424 | "toco.TocoFlags.supported_backends" ); |
1425 | } else { |
1426 | goto handle_unusual; |
1427 | } |
1428 | break; |
1429 | } |
1430 | |
1431 | // optional bool default_to_single_batch_in_tensor_list_ops = 42 [default = false]; |
1432 | case 42: { |
1433 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (336 & 0xFF)) { |
1434 | _Internal::set_has_default_to_single_batch_in_tensor_list_ops(&_has_bits_); |
1435 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1436 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1437 | input, &default_to_single_batch_in_tensor_list_ops_))); |
1438 | } else { |
1439 | goto handle_unusual; |
1440 | } |
1441 | break; |
1442 | } |
1443 | |
1444 | // optional bool disable_per_channel_quantization = 43 [default = false]; |
1445 | case 43: { |
1446 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (344 & 0xFF)) { |
1447 | _Internal::set_has_disable_per_channel_quantization(&_has_bits_); |
1448 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1449 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1450 | input, &disable_per_channel_quantization_))); |
1451 | } else { |
1452 | goto handle_unusual; |
1453 | } |
1454 | break; |
1455 | } |
1456 | |
1457 | // optional bool enable_mlir_dynamic_range_quantizer = 44 [default = false]; |
1458 | case 44: { |
1459 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (352 & 0xFF)) { |
1460 | _Internal::set_has_enable_mlir_dynamic_range_quantizer(&_has_bits_); |
1461 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1462 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1463 | input, &enable_mlir_dynamic_range_quantizer_))); |
1464 | } else { |
1465 | goto handle_unusual; |
1466 | } |
1467 | break; |
1468 | } |
1469 | |
1470 | // optional string tf_quantization_mode = 45; |
1471 | case 45: { |
1472 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (362 & 0xFF)) { |
1473 | DO_(::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadString( |
1474 | input, this->mutable_tf_quantization_mode())); |
1475 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1476 | this->tf_quantization_mode().data(), static_cast<int>(this->tf_quantization_mode().length()), |
1477 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::PARSE, |
1478 | "toco.TocoFlags.tf_quantization_mode" ); |
1479 | } else { |
1480 | goto handle_unusual; |
1481 | } |
1482 | break; |
1483 | } |
1484 | |
1485 | // optional bool disable_infer_tensor_range = 46 [default = false]; |
1486 | case 46: { |
1487 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (368 & 0xFF)) { |
1488 | _Internal::set_has_disable_infer_tensor_range(&_has_bits_); |
1489 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1490 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1491 | input, &disable_infer_tensor_range_))); |
1492 | } else { |
1493 | goto handle_unusual; |
1494 | } |
1495 | break; |
1496 | } |
1497 | |
1498 | // optional bool use_fake_quant_num_bits = 47 [default = false]; |
1499 | case 47: { |
1500 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (376 & 0xFF)) { |
1501 | _Internal::set_has_use_fake_quant_num_bits(&_has_bits_); |
1502 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1503 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1504 | input, &use_fake_quant_num_bits_))); |
1505 | } else { |
1506 | goto handle_unusual; |
1507 | } |
1508 | break; |
1509 | } |
1510 | |
1511 | // optional bool enable_dynamic_update_slice = 48 [default = false]; |
1512 | case 48: { |
1513 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (384 & 0xFF)) { |
1514 | _Internal::set_has_enable_dynamic_update_slice(&_has_bits_); |
1515 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1516 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1517 | input, &enable_dynamic_update_slice_))); |
1518 | } else { |
1519 | goto handle_unusual; |
1520 | } |
1521 | break; |
1522 | } |
1523 | |
1524 | // optional bool preserve_assert_op = 49 [default = false]; |
1525 | case 49: { |
1526 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (392 & 0xFF)) { |
1527 | _Internal::set_has_preserve_assert_op(&_has_bits_); |
1528 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1529 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1530 | input, &preserve_assert_op_))); |
1531 | } else { |
1532 | goto handle_unusual; |
1533 | } |
1534 | break; |
1535 | } |
1536 | |
1537 | // optional bool guarantee_all_funcs_one_use = 50 [default = false]; |
1538 | case 50: { |
1539 | if (static_cast< ::PROTOBUF_NAMESPACE_ID::uint8>(tag) == (400 & 0xFF)) { |
1540 | _Internal::set_has_guarantee_all_funcs_one_use(&_has_bits_); |
1541 | DO_((::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::ReadPrimitive< |
1542 | bool, ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::TYPE_BOOL>( |
1543 | input, &guarantee_all_funcs_one_use_))); |
1544 | } else { |
1545 | goto handle_unusual; |
1546 | } |
1547 | break; |
1548 | } |
1549 | |
1550 | default: { |
1551 | handle_unusual: |
1552 | if (tag == 0) { |
1553 | goto success; |
1554 | } |
1555 | DO_(::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SkipField( |
1556 | input, tag, _internal_metadata_.mutable_unknown_fields())); |
1557 | break; |
1558 | } |
1559 | } |
1560 | } |
1561 | success: |
1562 | // @@protoc_insertion_point(parse_success:toco.TocoFlags) |
1563 | return true; |
1564 | failure: |
1565 | // @@protoc_insertion_point(parse_failure:toco.TocoFlags) |
1566 | return false; |
1567 | #undef DO_ |
1568 | } |
1569 | #endif // GOOGLE_PROTOBUF_ENABLE_EXPERIMENTAL_PARSER |
1570 | |
1571 | void TocoFlags::SerializeWithCachedSizes( |
1572 | ::PROTOBUF_NAMESPACE_ID::io::CodedOutputStream* output) const { |
1573 | // @@protoc_insertion_point(serialize_start:toco.TocoFlags) |
1574 | ::PROTOBUF_NAMESPACE_ID::uint32 cached_has_bits = 0; |
1575 | (void) cached_has_bits; |
1576 | |
1577 | cached_has_bits = _has_bits_[0]; |
1578 | // optional .toco.FileFormat input_format = 1; |
1579 | if (cached_has_bits & 0x00000008u) { |
1580 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnum( |
1581 | 1, this->input_format(), output); |
1582 | } |
1583 | |
1584 | // optional .toco.FileFormat output_format = 2; |
1585 | if (cached_has_bits & 0x00000010u) { |
1586 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnum( |
1587 | 2, this->output_format(), output); |
1588 | } |
1589 | |
1590 | // optional .toco.IODataType inference_type = 4; |
1591 | if (cached_has_bits & 0x00000020u) { |
1592 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnum( |
1593 | 4, this->inference_type(), output); |
1594 | } |
1595 | |
1596 | // optional float default_ranges_min = 5; |
1597 | if (cached_has_bits & 0x00000040u) { |
1598 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteFloat(5, this->default_ranges_min(), output); |
1599 | } |
1600 | |
1601 | // optional float default_ranges_max = 6; |
1602 | if (cached_has_bits & 0x00000080u) { |
1603 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteFloat(6, this->default_ranges_max(), output); |
1604 | } |
1605 | |
1606 | // optional bool drop_fake_quant = 7; |
1607 | if (cached_has_bits & 0x00000100u) { |
1608 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(7, this->drop_fake_quant(), output); |
1609 | } |
1610 | |
1611 | // optional bool reorder_across_fake_quant = 8; |
1612 | if (cached_has_bits & 0x00000200u) { |
1613 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(8, this->reorder_across_fake_quant(), output); |
1614 | } |
1615 | |
1616 | // optional bool allow_custom_ops = 10; |
1617 | if (cached_has_bits & 0x00000400u) { |
1618 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(10, this->allow_custom_ops(), output); |
1619 | } |
1620 | |
1621 | // optional .toco.IODataType inference_input_type = 11; |
1622 | if (cached_has_bits & 0x00001000u) { |
1623 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnum( |
1624 | 11, this->inference_input_type(), output); |
1625 | } |
1626 | |
1627 | // optional bool drop_control_dependency = 12; |
1628 | if (cached_has_bits & 0x00000800u) { |
1629 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(12, this->drop_control_dependency(), output); |
1630 | } |
1631 | |
1632 | // optional bool debug_disable_recurrent_cell_fusion = 13; |
1633 | if (cached_has_bits & 0x00008000u) { |
1634 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(13, this->debug_disable_recurrent_cell_fusion(), output); |
1635 | } |
1636 | |
1637 | // optional bool propagate_fake_quant_num_bits = 14; |
1638 | if (cached_has_bits & 0x00010000u) { |
1639 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(14, this->propagate_fake_quant_num_bits(), output); |
1640 | } |
1641 | |
1642 | // optional float default_int16_ranges_min = 15; |
1643 | if (cached_has_bits & 0x00002000u) { |
1644 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteFloat(15, this->default_int16_ranges_min(), output); |
1645 | } |
1646 | |
1647 | // optional float default_int16_ranges_max = 16; |
1648 | if (cached_has_bits & 0x00004000u) { |
1649 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteFloat(16, this->default_int16_ranges_max(), output); |
1650 | } |
1651 | |
1652 | // optional bool allow_nudging_weights_to_use_fast_gemm_kernel = 17; |
1653 | if (cached_has_bits & 0x00020000u) { |
1654 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(17, this->allow_nudging_weights_to_use_fast_gemm_kernel(), output); |
1655 | } |
1656 | |
1657 | cached_has_bits = _has_bits_[1]; |
1658 | // optional int64 dedupe_array_min_size_bytes = 18 [default = 64]; |
1659 | if (cached_has_bits & 0x00000010u) { |
1660 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteInt64(18, this->dedupe_array_min_size_bytes(), output); |
1661 | } |
1662 | |
1663 | // optional bool split_tflite_lstm_inputs = 19 [default = true]; |
1664 | if (cached_has_bits & 0x00000020u) { |
1665 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(19, this->split_tflite_lstm_inputs(), output); |
1666 | } |
1667 | |
1668 | cached_has_bits = _has_bits_[0]; |
1669 | // optional bool quantize_weights = 20 [default = false]; |
1670 | if (cached_has_bits & 0x00040000u) { |
1671 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(20, this->quantize_weights(), output); |
1672 | } |
1673 | |
1674 | // optional string dump_graphviz_dir = 24; |
1675 | if (cached_has_bits & 0x00000001u) { |
1676 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1677 | this->dump_graphviz_dir().data(), static_cast<int>(this->dump_graphviz_dir().length()), |
1678 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
1679 | "toco.TocoFlags.dump_graphviz_dir" ); |
1680 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteStringMaybeAliased( |
1681 | 24, this->dump_graphviz_dir(), output); |
1682 | } |
1683 | |
1684 | // optional bool dump_graphviz_include_video = 25; |
1685 | if (cached_has_bits & 0x00080000u) { |
1686 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(25, this->dump_graphviz_include_video(), output); |
1687 | } |
1688 | |
1689 | // optional bool post_training_quantize = 26 [default = false]; |
1690 | if (cached_has_bits & 0x00100000u) { |
1691 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(26, this->post_training_quantize(), output); |
1692 | } |
1693 | |
1694 | // optional bool enable_select_tf_ops = 27 [default = false]; |
1695 | if (cached_has_bits & 0x00200000u) { |
1696 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(27, this->enable_select_tf_ops(), output); |
1697 | } |
1698 | |
1699 | // optional bool force_select_tf_ops = 28 [default = false]; |
1700 | if (cached_has_bits & 0x00400000u) { |
1701 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(28, this->force_select_tf_ops(), output); |
1702 | } |
1703 | |
1704 | // optional bool quantize_to_float16 = 29 [default = false]; |
1705 | if (cached_has_bits & 0x00800000u) { |
1706 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(29, this->quantize_to_float16(), output); |
1707 | } |
1708 | |
1709 | cached_has_bits = _has_bits_[1]; |
1710 | // optional bool allow_dynamic_tensors = 30 [default = true]; |
1711 | if (cached_has_bits & 0x00000040u) { |
1712 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(30, this->allow_dynamic_tensors(), output); |
1713 | } |
1714 | |
1715 | cached_has_bits = _has_bits_[0]; |
1716 | // optional string conversion_summary_dir = 31; |
1717 | if (cached_has_bits & 0x00000002u) { |
1718 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1719 | this->conversion_summary_dir().data(), static_cast<int>(this->conversion_summary_dir().length()), |
1720 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
1721 | "toco.TocoFlags.conversion_summary_dir" ); |
1722 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteStringMaybeAliased( |
1723 | 31, this->conversion_summary_dir(), output); |
1724 | } |
1725 | |
1726 | // repeated string custom_opdefs = 32 [deprecated = true]; |
1727 | for (int i = 0, n = this->custom_opdefs_size(); i < n; i++) { |
1728 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1729 | this->custom_opdefs(i).data(), static_cast<int>(this->custom_opdefs(i).length()), |
1730 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
1731 | "toco.TocoFlags.custom_opdefs" ); |
1732 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteString( |
1733 | 32, this->custom_opdefs(i), output); |
1734 | } |
1735 | |
1736 | // repeated string select_user_tf_ops = 33; |
1737 | for (int i = 0, n = this->select_user_tf_ops_size(); i < n; i++) { |
1738 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1739 | this->select_user_tf_ops(i).data(), static_cast<int>(this->select_user_tf_ops(i).length()), |
1740 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
1741 | "toco.TocoFlags.select_user_tf_ops" ); |
1742 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteString( |
1743 | 33, this->select_user_tf_ops(i), output); |
1744 | } |
1745 | |
1746 | cached_has_bits = _has_bits_[1]; |
1747 | // optional bool enable_tflite_resource_variables = 34 [default = true]; |
1748 | if (cached_has_bits & 0x00000080u) { |
1749 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(34, this->enable_tflite_resource_variables(), output); |
1750 | } |
1751 | |
1752 | // optional bool unfold_batchmatmul = 35 [default = true]; |
1753 | if (cached_has_bits & 0x00000100u) { |
1754 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(35, this->unfold_batchmatmul(), output); |
1755 | } |
1756 | |
1757 | // optional bool lower_tensor_list_ops = 36 [default = true]; |
1758 | if (cached_has_bits & 0x00000200u) { |
1759 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(36, this->lower_tensor_list_ops(), output); |
1760 | } |
1761 | |
1762 | cached_has_bits = _has_bits_[0]; |
1763 | // optional .toco.IODataType accumulation_type = 37; |
1764 | if (cached_has_bits & 0x08000000u) { |
1765 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnum( |
1766 | 37, this->accumulation_type(), output); |
1767 | } |
1768 | |
1769 | // optional bool allow_bfloat16 = 38 [default = false]; |
1770 | if (cached_has_bits & 0x01000000u) { |
1771 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(38, this->allow_bfloat16(), output); |
1772 | } |
1773 | |
1774 | // optional bool allow_all_select_tf_ops = 39; |
1775 | if (cached_has_bits & 0x02000000u) { |
1776 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(39, this->allow_all_select_tf_ops(), output); |
1777 | } |
1778 | |
1779 | // optional bool unfold_large_splat_constant = 40 [default = false]; |
1780 | if (cached_has_bits & 0x04000000u) { |
1781 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(40, this->unfold_large_splat_constant(), output); |
1782 | } |
1783 | |
1784 | // repeated string supported_backends = 41; |
1785 | for (int i = 0, n = this->supported_backends_size(); i < n; i++) { |
1786 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1787 | this->supported_backends(i).data(), static_cast<int>(this->supported_backends(i).length()), |
1788 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
1789 | "toco.TocoFlags.supported_backends" ); |
1790 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteString( |
1791 | 41, this->supported_backends(i), output); |
1792 | } |
1793 | |
1794 | // optional bool default_to_single_batch_in_tensor_list_ops = 42 [default = false]; |
1795 | if (cached_has_bits & 0x10000000u) { |
1796 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(42, this->default_to_single_batch_in_tensor_list_ops(), output); |
1797 | } |
1798 | |
1799 | // optional bool disable_per_channel_quantization = 43 [default = false]; |
1800 | if (cached_has_bits & 0x20000000u) { |
1801 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(43, this->disable_per_channel_quantization(), output); |
1802 | } |
1803 | |
1804 | // optional bool enable_mlir_dynamic_range_quantizer = 44 [default = false]; |
1805 | if (cached_has_bits & 0x40000000u) { |
1806 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(44, this->enable_mlir_dynamic_range_quantizer(), output); |
1807 | } |
1808 | |
1809 | // optional string tf_quantization_mode = 45; |
1810 | if (cached_has_bits & 0x00000004u) { |
1811 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1812 | this->tf_quantization_mode().data(), static_cast<int>(this->tf_quantization_mode().length()), |
1813 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
1814 | "toco.TocoFlags.tf_quantization_mode" ); |
1815 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteStringMaybeAliased( |
1816 | 45, this->tf_quantization_mode(), output); |
1817 | } |
1818 | |
1819 | // optional bool disable_infer_tensor_range = 46 [default = false]; |
1820 | if (cached_has_bits & 0x80000000u) { |
1821 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(46, this->disable_infer_tensor_range(), output); |
1822 | } |
1823 | |
1824 | cached_has_bits = _has_bits_[1]; |
1825 | // optional bool use_fake_quant_num_bits = 47 [default = false]; |
1826 | if (cached_has_bits & 0x00000001u) { |
1827 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(47, this->use_fake_quant_num_bits(), output); |
1828 | } |
1829 | |
1830 | // optional bool enable_dynamic_update_slice = 48 [default = false]; |
1831 | if (cached_has_bits & 0x00000002u) { |
1832 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(48, this->enable_dynamic_update_slice(), output); |
1833 | } |
1834 | |
1835 | // optional bool preserve_assert_op = 49 [default = false]; |
1836 | if (cached_has_bits & 0x00000004u) { |
1837 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(49, this->preserve_assert_op(), output); |
1838 | } |
1839 | |
1840 | // optional bool guarantee_all_funcs_one_use = 50 [default = false]; |
1841 | if (cached_has_bits & 0x00000008u) { |
1842 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBool(50, this->guarantee_all_funcs_one_use(), output); |
1843 | } |
1844 | |
1845 | if (_internal_metadata_.have_unknown_fields()) { |
1846 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SerializeUnknownFields( |
1847 | _internal_metadata_.unknown_fields(), output); |
1848 | } |
1849 | // @@protoc_insertion_point(serialize_end:toco.TocoFlags) |
1850 | } |
1851 | |
1852 | ::PROTOBUF_NAMESPACE_ID::uint8* TocoFlags::InternalSerializeWithCachedSizesToArray( |
1853 | ::PROTOBUF_NAMESPACE_ID::uint8* target) const { |
1854 | // @@protoc_insertion_point(serialize_to_array_start:toco.TocoFlags) |
1855 | ::PROTOBUF_NAMESPACE_ID::uint32 cached_has_bits = 0; |
1856 | (void) cached_has_bits; |
1857 | |
1858 | cached_has_bits = _has_bits_[0]; |
1859 | // optional .toco.FileFormat input_format = 1; |
1860 | if (cached_has_bits & 0x00000008u) { |
1861 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnumToArray( |
1862 | 1, this->input_format(), target); |
1863 | } |
1864 | |
1865 | // optional .toco.FileFormat output_format = 2; |
1866 | if (cached_has_bits & 0x00000010u) { |
1867 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnumToArray( |
1868 | 2, this->output_format(), target); |
1869 | } |
1870 | |
1871 | // optional .toco.IODataType inference_type = 4; |
1872 | if (cached_has_bits & 0x00000020u) { |
1873 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnumToArray( |
1874 | 4, this->inference_type(), target); |
1875 | } |
1876 | |
1877 | // optional float default_ranges_min = 5; |
1878 | if (cached_has_bits & 0x00000040u) { |
1879 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteFloatToArray(5, this->default_ranges_min(), target); |
1880 | } |
1881 | |
1882 | // optional float default_ranges_max = 6; |
1883 | if (cached_has_bits & 0x00000080u) { |
1884 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteFloatToArray(6, this->default_ranges_max(), target); |
1885 | } |
1886 | |
1887 | // optional bool drop_fake_quant = 7; |
1888 | if (cached_has_bits & 0x00000100u) { |
1889 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(7, this->drop_fake_quant(), target); |
1890 | } |
1891 | |
1892 | // optional bool reorder_across_fake_quant = 8; |
1893 | if (cached_has_bits & 0x00000200u) { |
1894 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(8, this->reorder_across_fake_quant(), target); |
1895 | } |
1896 | |
1897 | // optional bool allow_custom_ops = 10; |
1898 | if (cached_has_bits & 0x00000400u) { |
1899 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(10, this->allow_custom_ops(), target); |
1900 | } |
1901 | |
1902 | // optional .toco.IODataType inference_input_type = 11; |
1903 | if (cached_has_bits & 0x00001000u) { |
1904 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnumToArray( |
1905 | 11, this->inference_input_type(), target); |
1906 | } |
1907 | |
1908 | // optional bool drop_control_dependency = 12; |
1909 | if (cached_has_bits & 0x00000800u) { |
1910 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(12, this->drop_control_dependency(), target); |
1911 | } |
1912 | |
1913 | // optional bool debug_disable_recurrent_cell_fusion = 13; |
1914 | if (cached_has_bits & 0x00008000u) { |
1915 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(13, this->debug_disable_recurrent_cell_fusion(), target); |
1916 | } |
1917 | |
1918 | // optional bool propagate_fake_quant_num_bits = 14; |
1919 | if (cached_has_bits & 0x00010000u) { |
1920 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(14, this->propagate_fake_quant_num_bits(), target); |
1921 | } |
1922 | |
1923 | // optional float default_int16_ranges_min = 15; |
1924 | if (cached_has_bits & 0x00002000u) { |
1925 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteFloatToArray(15, this->default_int16_ranges_min(), target); |
1926 | } |
1927 | |
1928 | // optional float default_int16_ranges_max = 16; |
1929 | if (cached_has_bits & 0x00004000u) { |
1930 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteFloatToArray(16, this->default_int16_ranges_max(), target); |
1931 | } |
1932 | |
1933 | // optional bool allow_nudging_weights_to_use_fast_gemm_kernel = 17; |
1934 | if (cached_has_bits & 0x00020000u) { |
1935 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(17, this->allow_nudging_weights_to_use_fast_gemm_kernel(), target); |
1936 | } |
1937 | |
1938 | cached_has_bits = _has_bits_[1]; |
1939 | // optional int64 dedupe_array_min_size_bytes = 18 [default = 64]; |
1940 | if (cached_has_bits & 0x00000010u) { |
1941 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteInt64ToArray(18, this->dedupe_array_min_size_bytes(), target); |
1942 | } |
1943 | |
1944 | // optional bool split_tflite_lstm_inputs = 19 [default = true]; |
1945 | if (cached_has_bits & 0x00000020u) { |
1946 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(19, this->split_tflite_lstm_inputs(), target); |
1947 | } |
1948 | |
1949 | cached_has_bits = _has_bits_[0]; |
1950 | // optional bool quantize_weights = 20 [default = false]; |
1951 | if (cached_has_bits & 0x00040000u) { |
1952 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(20, this->quantize_weights(), target); |
1953 | } |
1954 | |
1955 | // optional string dump_graphviz_dir = 24; |
1956 | if (cached_has_bits & 0x00000001u) { |
1957 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
1958 | this->dump_graphviz_dir().data(), static_cast<int>(this->dump_graphviz_dir().length()), |
1959 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
1960 | "toco.TocoFlags.dump_graphviz_dir" ); |
1961 | target = |
1962 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteStringToArray( |
1963 | 24, this->dump_graphviz_dir(), target); |
1964 | } |
1965 | |
1966 | // optional bool dump_graphviz_include_video = 25; |
1967 | if (cached_has_bits & 0x00080000u) { |
1968 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(25, this->dump_graphviz_include_video(), target); |
1969 | } |
1970 | |
1971 | // optional bool post_training_quantize = 26 [default = false]; |
1972 | if (cached_has_bits & 0x00100000u) { |
1973 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(26, this->post_training_quantize(), target); |
1974 | } |
1975 | |
1976 | // optional bool enable_select_tf_ops = 27 [default = false]; |
1977 | if (cached_has_bits & 0x00200000u) { |
1978 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(27, this->enable_select_tf_ops(), target); |
1979 | } |
1980 | |
1981 | // optional bool force_select_tf_ops = 28 [default = false]; |
1982 | if (cached_has_bits & 0x00400000u) { |
1983 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(28, this->force_select_tf_ops(), target); |
1984 | } |
1985 | |
1986 | // optional bool quantize_to_float16 = 29 [default = false]; |
1987 | if (cached_has_bits & 0x00800000u) { |
1988 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(29, this->quantize_to_float16(), target); |
1989 | } |
1990 | |
1991 | cached_has_bits = _has_bits_[1]; |
1992 | // optional bool allow_dynamic_tensors = 30 [default = true]; |
1993 | if (cached_has_bits & 0x00000040u) { |
1994 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(30, this->allow_dynamic_tensors(), target); |
1995 | } |
1996 | |
1997 | cached_has_bits = _has_bits_[0]; |
1998 | // optional string conversion_summary_dir = 31; |
1999 | if (cached_has_bits & 0x00000002u) { |
2000 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
2001 | this->conversion_summary_dir().data(), static_cast<int>(this->conversion_summary_dir().length()), |
2002 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
2003 | "toco.TocoFlags.conversion_summary_dir" ); |
2004 | target = |
2005 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteStringToArray( |
2006 | 31, this->conversion_summary_dir(), target); |
2007 | } |
2008 | |
2009 | // repeated string custom_opdefs = 32 [deprecated = true]; |
2010 | for (int i = 0, n = this->custom_opdefs_size(); i < n; i++) { |
2011 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
2012 | this->custom_opdefs(i).data(), static_cast<int>(this->custom_opdefs(i).length()), |
2013 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
2014 | "toco.TocoFlags.custom_opdefs" ); |
2015 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite:: |
2016 | WriteStringToArray(32, this->custom_opdefs(i), target); |
2017 | } |
2018 | |
2019 | // repeated string select_user_tf_ops = 33; |
2020 | for (int i = 0, n = this->select_user_tf_ops_size(); i < n; i++) { |
2021 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
2022 | this->select_user_tf_ops(i).data(), static_cast<int>(this->select_user_tf_ops(i).length()), |
2023 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
2024 | "toco.TocoFlags.select_user_tf_ops" ); |
2025 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite:: |
2026 | WriteStringToArray(33, this->select_user_tf_ops(i), target); |
2027 | } |
2028 | |
2029 | cached_has_bits = _has_bits_[1]; |
2030 | // optional bool enable_tflite_resource_variables = 34 [default = true]; |
2031 | if (cached_has_bits & 0x00000080u) { |
2032 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(34, this->enable_tflite_resource_variables(), target); |
2033 | } |
2034 | |
2035 | // optional bool unfold_batchmatmul = 35 [default = true]; |
2036 | if (cached_has_bits & 0x00000100u) { |
2037 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(35, this->unfold_batchmatmul(), target); |
2038 | } |
2039 | |
2040 | // optional bool lower_tensor_list_ops = 36 [default = true]; |
2041 | if (cached_has_bits & 0x00000200u) { |
2042 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(36, this->lower_tensor_list_ops(), target); |
2043 | } |
2044 | |
2045 | cached_has_bits = _has_bits_[0]; |
2046 | // optional .toco.IODataType accumulation_type = 37; |
2047 | if (cached_has_bits & 0x08000000u) { |
2048 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteEnumToArray( |
2049 | 37, this->accumulation_type(), target); |
2050 | } |
2051 | |
2052 | // optional bool allow_bfloat16 = 38 [default = false]; |
2053 | if (cached_has_bits & 0x01000000u) { |
2054 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(38, this->allow_bfloat16(), target); |
2055 | } |
2056 | |
2057 | // optional bool allow_all_select_tf_ops = 39; |
2058 | if (cached_has_bits & 0x02000000u) { |
2059 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(39, this->allow_all_select_tf_ops(), target); |
2060 | } |
2061 | |
2062 | // optional bool unfold_large_splat_constant = 40 [default = false]; |
2063 | if (cached_has_bits & 0x04000000u) { |
2064 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(40, this->unfold_large_splat_constant(), target); |
2065 | } |
2066 | |
2067 | // repeated string supported_backends = 41; |
2068 | for (int i = 0, n = this->supported_backends_size(); i < n; i++) { |
2069 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
2070 | this->supported_backends(i).data(), static_cast<int>(this->supported_backends(i).length()), |
2071 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
2072 | "toco.TocoFlags.supported_backends" ); |
2073 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite:: |
2074 | WriteStringToArray(41, this->supported_backends(i), target); |
2075 | } |
2076 | |
2077 | // optional bool default_to_single_batch_in_tensor_list_ops = 42 [default = false]; |
2078 | if (cached_has_bits & 0x10000000u) { |
2079 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(42, this->default_to_single_batch_in_tensor_list_ops(), target); |
2080 | } |
2081 | |
2082 | // optional bool disable_per_channel_quantization = 43 [default = false]; |
2083 | if (cached_has_bits & 0x20000000u) { |
2084 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(43, this->disable_per_channel_quantization(), target); |
2085 | } |
2086 | |
2087 | // optional bool enable_mlir_dynamic_range_quantizer = 44 [default = false]; |
2088 | if (cached_has_bits & 0x40000000u) { |
2089 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(44, this->enable_mlir_dynamic_range_quantizer(), target); |
2090 | } |
2091 | |
2092 | // optional string tf_quantization_mode = 45; |
2093 | if (cached_has_bits & 0x00000004u) { |
2094 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::VerifyUTF8StringNamedField( |
2095 | this->tf_quantization_mode().data(), static_cast<int>(this->tf_quantization_mode().length()), |
2096 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SERIALIZE, |
2097 | "toco.TocoFlags.tf_quantization_mode" ); |
2098 | target = |
2099 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteStringToArray( |
2100 | 45, this->tf_quantization_mode(), target); |
2101 | } |
2102 | |
2103 | // optional bool disable_infer_tensor_range = 46 [default = false]; |
2104 | if (cached_has_bits & 0x80000000u) { |
2105 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(46, this->disable_infer_tensor_range(), target); |
2106 | } |
2107 | |
2108 | cached_has_bits = _has_bits_[1]; |
2109 | // optional bool use_fake_quant_num_bits = 47 [default = false]; |
2110 | if (cached_has_bits & 0x00000001u) { |
2111 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(47, this->use_fake_quant_num_bits(), target); |
2112 | } |
2113 | |
2114 | // optional bool enable_dynamic_update_slice = 48 [default = false]; |
2115 | if (cached_has_bits & 0x00000002u) { |
2116 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(48, this->enable_dynamic_update_slice(), target); |
2117 | } |
2118 | |
2119 | // optional bool preserve_assert_op = 49 [default = false]; |
2120 | if (cached_has_bits & 0x00000004u) { |
2121 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(49, this->preserve_assert_op(), target); |
2122 | } |
2123 | |
2124 | // optional bool guarantee_all_funcs_one_use = 50 [default = false]; |
2125 | if (cached_has_bits & 0x00000008u) { |
2126 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::WriteBoolToArray(50, this->guarantee_all_funcs_one_use(), target); |
2127 | } |
2128 | |
2129 | if (_internal_metadata_.have_unknown_fields()) { |
2130 | target = ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::SerializeUnknownFieldsToArray( |
2131 | _internal_metadata_.unknown_fields(), target); |
2132 | } |
2133 | // @@protoc_insertion_point(serialize_to_array_end:toco.TocoFlags) |
2134 | return target; |
2135 | } |
2136 | |
2137 | size_t TocoFlags::ByteSizeLong() const { |
2138 | // @@protoc_insertion_point(message_byte_size_start:toco.TocoFlags) |
2139 | size_t total_size = 0; |
2140 | |
2141 | if (_internal_metadata_.have_unknown_fields()) { |
2142 | total_size += |
2143 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormat::ComputeUnknownFieldsSize( |
2144 | _internal_metadata_.unknown_fields()); |
2145 | } |
2146 | ::PROTOBUF_NAMESPACE_ID::uint32 cached_has_bits = 0; |
2147 | // Prevent compiler warnings about cached_has_bits being unused |
2148 | (void) cached_has_bits; |
2149 | |
2150 | // repeated string custom_opdefs = 32 [deprecated = true]; |
2151 | total_size += 2 * |
2152 | ::PROTOBUF_NAMESPACE_ID::internal::FromIntSize(this->custom_opdefs_size()); |
2153 | for (int i = 0, n = this->custom_opdefs_size(); i < n; i++) { |
2154 | total_size += ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::StringSize( |
2155 | this->custom_opdefs(i)); |
2156 | } |
2157 | |
2158 | // repeated string select_user_tf_ops = 33; |
2159 | total_size += 2 * |
2160 | ::PROTOBUF_NAMESPACE_ID::internal::FromIntSize(this->select_user_tf_ops_size()); |
2161 | for (int i = 0, n = this->select_user_tf_ops_size(); i < n; i++) { |
2162 | total_size += ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::StringSize( |
2163 | this->select_user_tf_ops(i)); |
2164 | } |
2165 | |
2166 | // repeated string supported_backends = 41; |
2167 | total_size += 2 * |
2168 | ::PROTOBUF_NAMESPACE_ID::internal::FromIntSize(this->supported_backends_size()); |
2169 | for (int i = 0, n = this->supported_backends_size(); i < n; i++) { |
2170 | total_size += ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::StringSize( |
2171 | this->supported_backends(i)); |
2172 | } |
2173 | |
2174 | cached_has_bits = _has_bits_[0]; |
2175 | if (cached_has_bits & 0x000000ffu) { |
2176 | // optional string dump_graphviz_dir = 24; |
2177 | if (cached_has_bits & 0x00000001u) { |
2178 | total_size += 2 + |
2179 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::StringSize( |
2180 | this->dump_graphviz_dir()); |
2181 | } |
2182 | |
2183 | // optional string conversion_summary_dir = 31; |
2184 | if (cached_has_bits & 0x00000002u) { |
2185 | total_size += 2 + |
2186 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::StringSize( |
2187 | this->conversion_summary_dir()); |
2188 | } |
2189 | |
2190 | // optional string tf_quantization_mode = 45; |
2191 | if (cached_has_bits & 0x00000004u) { |
2192 | total_size += 2 + |
2193 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::StringSize( |
2194 | this->tf_quantization_mode()); |
2195 | } |
2196 | |
2197 | // optional .toco.FileFormat input_format = 1; |
2198 | if (cached_has_bits & 0x00000008u) { |
2199 | total_size += 1 + |
2200 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::EnumSize(this->input_format()); |
2201 | } |
2202 | |
2203 | // optional .toco.FileFormat output_format = 2; |
2204 | if (cached_has_bits & 0x00000010u) { |
2205 | total_size += 1 + |
2206 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::EnumSize(this->output_format()); |
2207 | } |
2208 | |
2209 | // optional .toco.IODataType inference_type = 4; |
2210 | if (cached_has_bits & 0x00000020u) { |
2211 | total_size += 1 + |
2212 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::EnumSize(this->inference_type()); |
2213 | } |
2214 | |
2215 | // optional float default_ranges_min = 5; |
2216 | if (cached_has_bits & 0x00000040u) { |
2217 | total_size += 1 + 4; |
2218 | } |
2219 | |
2220 | // optional float default_ranges_max = 6; |
2221 | if (cached_has_bits & 0x00000080u) { |
2222 | total_size += 1 + 4; |
2223 | } |
2224 | |
2225 | } |
2226 | if (cached_has_bits & 0x0000ff00u) { |
2227 | // optional bool drop_fake_quant = 7; |
2228 | if (cached_has_bits & 0x00000100u) { |
2229 | total_size += 1 + 1; |
2230 | } |
2231 | |
2232 | // optional bool reorder_across_fake_quant = 8; |
2233 | if (cached_has_bits & 0x00000200u) { |
2234 | total_size += 1 + 1; |
2235 | } |
2236 | |
2237 | // optional bool allow_custom_ops = 10; |
2238 | if (cached_has_bits & 0x00000400u) { |
2239 | total_size += 1 + 1; |
2240 | } |
2241 | |
2242 | // optional bool drop_control_dependency = 12; |
2243 | if (cached_has_bits & 0x00000800u) { |
2244 | total_size += 1 + 1; |
2245 | } |
2246 | |
2247 | // optional .toco.IODataType inference_input_type = 11; |
2248 | if (cached_has_bits & 0x00001000u) { |
2249 | total_size += 1 + |
2250 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::EnumSize(this->inference_input_type()); |
2251 | } |
2252 | |
2253 | // optional float default_int16_ranges_min = 15; |
2254 | if (cached_has_bits & 0x00002000u) { |
2255 | total_size += 1 + 4; |
2256 | } |
2257 | |
2258 | // optional float default_int16_ranges_max = 16; |
2259 | if (cached_has_bits & 0x00004000u) { |
2260 | total_size += 2 + 4; |
2261 | } |
2262 | |
2263 | // optional bool debug_disable_recurrent_cell_fusion = 13; |
2264 | if (cached_has_bits & 0x00008000u) { |
2265 | total_size += 1 + 1; |
2266 | } |
2267 | |
2268 | } |
2269 | if (cached_has_bits & 0x00ff0000u) { |
2270 | // optional bool propagate_fake_quant_num_bits = 14; |
2271 | if (cached_has_bits & 0x00010000u) { |
2272 | total_size += 1 + 1; |
2273 | } |
2274 | |
2275 | // optional bool allow_nudging_weights_to_use_fast_gemm_kernel = 17; |
2276 | if (cached_has_bits & 0x00020000u) { |
2277 | total_size += 2 + 1; |
2278 | } |
2279 | |
2280 | // optional bool quantize_weights = 20 [default = false]; |
2281 | if (cached_has_bits & 0x00040000u) { |
2282 | total_size += 2 + 1; |
2283 | } |
2284 | |
2285 | // optional bool dump_graphviz_include_video = 25; |
2286 | if (cached_has_bits & 0x00080000u) { |
2287 | total_size += 2 + 1; |
2288 | } |
2289 | |
2290 | // optional bool post_training_quantize = 26 [default = false]; |
2291 | if (cached_has_bits & 0x00100000u) { |
2292 | total_size += 2 + 1; |
2293 | } |
2294 | |
2295 | // optional bool enable_select_tf_ops = 27 [default = false]; |
2296 | if (cached_has_bits & 0x00200000u) { |
2297 | total_size += 2 + 1; |
2298 | } |
2299 | |
2300 | // optional bool force_select_tf_ops = 28 [default = false]; |
2301 | if (cached_has_bits & 0x00400000u) { |
2302 | total_size += 2 + 1; |
2303 | } |
2304 | |
2305 | // optional bool quantize_to_float16 = 29 [default = false]; |
2306 | if (cached_has_bits & 0x00800000u) { |
2307 | total_size += 2 + 1; |
2308 | } |
2309 | |
2310 | } |
2311 | if (cached_has_bits & 0xff000000u) { |
2312 | // optional bool allow_bfloat16 = 38 [default = false]; |
2313 | if (cached_has_bits & 0x01000000u) { |
2314 | total_size += 2 + 1; |
2315 | } |
2316 | |
2317 | // optional bool allow_all_select_tf_ops = 39; |
2318 | if (cached_has_bits & 0x02000000u) { |
2319 | total_size += 2 + 1; |
2320 | } |
2321 | |
2322 | // optional bool unfold_large_splat_constant = 40 [default = false]; |
2323 | if (cached_has_bits & 0x04000000u) { |
2324 | total_size += 2 + 1; |
2325 | } |
2326 | |
2327 | // optional .toco.IODataType accumulation_type = 37; |
2328 | if (cached_has_bits & 0x08000000u) { |
2329 | total_size += 2 + |
2330 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::EnumSize(this->accumulation_type()); |
2331 | } |
2332 | |
2333 | // optional bool default_to_single_batch_in_tensor_list_ops = 42 [default = false]; |
2334 | if (cached_has_bits & 0x10000000u) { |
2335 | total_size += 2 + 1; |
2336 | } |
2337 | |
2338 | // optional bool disable_per_channel_quantization = 43 [default = false]; |
2339 | if (cached_has_bits & 0x20000000u) { |
2340 | total_size += 2 + 1; |
2341 | } |
2342 | |
2343 | // optional bool enable_mlir_dynamic_range_quantizer = 44 [default = false]; |
2344 | if (cached_has_bits & 0x40000000u) { |
2345 | total_size += 2 + 1; |
2346 | } |
2347 | |
2348 | // optional bool disable_infer_tensor_range = 46 [default = false]; |
2349 | if (cached_has_bits & 0x80000000u) { |
2350 | total_size += 2 + 1; |
2351 | } |
2352 | |
2353 | } |
2354 | cached_has_bits = _has_bits_[1]; |
2355 | if (cached_has_bits & 0x000000ffu) { |
2356 | // optional bool use_fake_quant_num_bits = 47 [default = false]; |
2357 | if (cached_has_bits & 0x00000001u) { |
2358 | total_size += 2 + 1; |
2359 | } |
2360 | |
2361 | // optional bool enable_dynamic_update_slice = 48 [default = false]; |
2362 | if (cached_has_bits & 0x00000002u) { |
2363 | total_size += 2 + 1; |
2364 | } |
2365 | |
2366 | // optional bool preserve_assert_op = 49 [default = false]; |
2367 | if (cached_has_bits & 0x00000004u) { |
2368 | total_size += 2 + 1; |
2369 | } |
2370 | |
2371 | // optional bool guarantee_all_funcs_one_use = 50 [default = false]; |
2372 | if (cached_has_bits & 0x00000008u) { |
2373 | total_size += 2 + 1; |
2374 | } |
2375 | |
2376 | // optional int64 dedupe_array_min_size_bytes = 18 [default = 64]; |
2377 | if (cached_has_bits & 0x00000010u) { |
2378 | total_size += 2 + |
2379 | ::PROTOBUF_NAMESPACE_ID::internal::WireFormatLite::Int64Size( |
2380 | this->dedupe_array_min_size_bytes()); |
2381 | } |
2382 | |
2383 | // optional bool split_tflite_lstm_inputs = 19 [default = true]; |
2384 | if (cached_has_bits & 0x00000020u) { |
2385 | total_size += 2 + 1; |
2386 | } |
2387 | |
2388 | // optional bool allow_dynamic_tensors = 30 [default = true]; |
2389 | if (cached_has_bits & 0x00000040u) { |
2390 | total_size += 2 + 1; |
2391 | } |
2392 | |
2393 | // optional bool enable_tflite_resource_variables = 34 [default = true]; |
2394 | if (cached_has_bits & 0x00000080u) { |
2395 | total_size += 2 + 1; |
2396 | } |
2397 | |
2398 | } |
2399 | if (cached_has_bits & 0x00000300u) { |
2400 | // optional bool unfold_batchmatmul = 35 [default = true]; |
2401 | if (cached_has_bits & 0x00000100u) { |
2402 | total_size += 2 + 1; |
2403 | } |
2404 | |
2405 | // optional bool lower_tensor_list_ops = 36 [default = true]; |
2406 | if (cached_has_bits & 0x00000200u) { |
2407 | total_size += 2 + 1; |
2408 | } |
2409 | |
2410 | } |
2411 | int cached_size = ::PROTOBUF_NAMESPACE_ID::internal::ToCachedSize(total_size); |
2412 | SetCachedSize(cached_size); |
2413 | return total_size; |
2414 | } |
2415 | |
2416 | void TocoFlags::MergeFrom(const ::PROTOBUF_NAMESPACE_ID::Message& from) { |
2417 | // @@protoc_insertion_point(generalized_merge_from_start:toco.TocoFlags) |
2418 | GOOGLE_DCHECK_NE(&from, this); |
2419 | const TocoFlags* source = |
2420 | ::PROTOBUF_NAMESPACE_ID::DynamicCastToGenerated<TocoFlags>( |
2421 | &from); |
2422 | if (source == nullptr) { |
2423 | // @@protoc_insertion_point(generalized_merge_from_cast_fail:toco.TocoFlags) |
2424 | ::PROTOBUF_NAMESPACE_ID::internal::ReflectionOps::Merge(from, this); |
2425 | } else { |
2426 | // @@protoc_insertion_point(generalized_merge_from_cast_success:toco.TocoFlags) |
2427 | MergeFrom(*source); |
2428 | } |
2429 | } |
2430 | |
2431 | void TocoFlags::MergeFrom(const TocoFlags& from) { |
2432 | // @@protoc_insertion_point(class_specific_merge_from_start:toco.TocoFlags) |
2433 | GOOGLE_DCHECK_NE(&from, this); |
2434 | _internal_metadata_.MergeFrom(from._internal_metadata_); |
2435 | ::PROTOBUF_NAMESPACE_ID::uint32 cached_has_bits = 0; |
2436 | (void) cached_has_bits; |
2437 | |
2438 | custom_opdefs_.MergeFrom(from.custom_opdefs_); |
2439 | select_user_tf_ops_.MergeFrom(from.select_user_tf_ops_); |
2440 | supported_backends_.MergeFrom(from.supported_backends_); |
2441 | cached_has_bits = from._has_bits_[0]; |
2442 | if (cached_has_bits & 0x000000ffu) { |
2443 | if (cached_has_bits & 0x00000001u) { |
2444 | _has_bits_[0] |= 0x00000001u; |
2445 | dump_graphviz_dir_.AssignWithDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), from.dump_graphviz_dir_); |
2446 | } |
2447 | if (cached_has_bits & 0x00000002u) { |
2448 | _has_bits_[0] |= 0x00000002u; |
2449 | conversion_summary_dir_.AssignWithDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), from.conversion_summary_dir_); |
2450 | } |
2451 | if (cached_has_bits & 0x00000004u) { |
2452 | _has_bits_[0] |= 0x00000004u; |
2453 | tf_quantization_mode_.AssignWithDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), from.tf_quantization_mode_); |
2454 | } |
2455 | if (cached_has_bits & 0x00000008u) { |
2456 | input_format_ = from.input_format_; |
2457 | } |
2458 | if (cached_has_bits & 0x00000010u) { |
2459 | output_format_ = from.output_format_; |
2460 | } |
2461 | if (cached_has_bits & 0x00000020u) { |
2462 | inference_type_ = from.inference_type_; |
2463 | } |
2464 | if (cached_has_bits & 0x00000040u) { |
2465 | default_ranges_min_ = from.default_ranges_min_; |
2466 | } |
2467 | if (cached_has_bits & 0x00000080u) { |
2468 | default_ranges_max_ = from.default_ranges_max_; |
2469 | } |
2470 | _has_bits_[0] |= cached_has_bits; |
2471 | } |
2472 | if (cached_has_bits & 0x0000ff00u) { |
2473 | if (cached_has_bits & 0x00000100u) { |
2474 | drop_fake_quant_ = from.drop_fake_quant_; |
2475 | } |
2476 | if (cached_has_bits & 0x00000200u) { |
2477 | reorder_across_fake_quant_ = from.reorder_across_fake_quant_; |
2478 | } |
2479 | if (cached_has_bits & 0x00000400u) { |
2480 | allow_custom_ops_ = from.allow_custom_ops_; |
2481 | } |
2482 | if (cached_has_bits & 0x00000800u) { |
2483 | drop_control_dependency_ = from.drop_control_dependency_; |
2484 | } |
2485 | if (cached_has_bits & 0x00001000u) { |
2486 | inference_input_type_ = from.inference_input_type_; |
2487 | } |
2488 | if (cached_has_bits & 0x00002000u) { |
2489 | default_int16_ranges_min_ = from.default_int16_ranges_min_; |
2490 | } |
2491 | if (cached_has_bits & 0x00004000u) { |
2492 | default_int16_ranges_max_ = from.default_int16_ranges_max_; |
2493 | } |
2494 | if (cached_has_bits & 0x00008000u) { |
2495 | debug_disable_recurrent_cell_fusion_ = from.debug_disable_recurrent_cell_fusion_; |
2496 | } |
2497 | _has_bits_[0] |= cached_has_bits; |
2498 | } |
2499 | if (cached_has_bits & 0x00ff0000u) { |
2500 | if (cached_has_bits & 0x00010000u) { |
2501 | propagate_fake_quant_num_bits_ = from.propagate_fake_quant_num_bits_; |
2502 | } |
2503 | if (cached_has_bits & 0x00020000u) { |
2504 | allow_nudging_weights_to_use_fast_gemm_kernel_ = from.allow_nudging_weights_to_use_fast_gemm_kernel_; |
2505 | } |
2506 | if (cached_has_bits & 0x00040000u) { |
2507 | quantize_weights_ = from.quantize_weights_; |
2508 | } |
2509 | if (cached_has_bits & 0x00080000u) { |
2510 | dump_graphviz_include_video_ = from.dump_graphviz_include_video_; |
2511 | } |
2512 | if (cached_has_bits & 0x00100000u) { |
2513 | post_training_quantize_ = from.post_training_quantize_; |
2514 | } |
2515 | if (cached_has_bits & 0x00200000u) { |
2516 | enable_select_tf_ops_ = from.enable_select_tf_ops_; |
2517 | } |
2518 | if (cached_has_bits & 0x00400000u) { |
2519 | force_select_tf_ops_ = from.force_select_tf_ops_; |
2520 | } |
2521 | if (cached_has_bits & 0x00800000u) { |
2522 | quantize_to_float16_ = from.quantize_to_float16_; |
2523 | } |
2524 | _has_bits_[0] |= cached_has_bits; |
2525 | } |
2526 | if (cached_has_bits & 0xff000000u) { |
2527 | if (cached_has_bits & 0x01000000u) { |
2528 | allow_bfloat16_ = from.allow_bfloat16_; |
2529 | } |
2530 | if (cached_has_bits & 0x02000000u) { |
2531 | allow_all_select_tf_ops_ = from.allow_all_select_tf_ops_; |
2532 | } |
2533 | if (cached_has_bits & 0x04000000u) { |
2534 | unfold_large_splat_constant_ = from.unfold_large_splat_constant_; |
2535 | } |
2536 | if (cached_has_bits & 0x08000000u) { |
2537 | accumulation_type_ = from.accumulation_type_; |
2538 | } |
2539 | if (cached_has_bits & 0x10000000u) { |
2540 | default_to_single_batch_in_tensor_list_ops_ = from.default_to_single_batch_in_tensor_list_ops_; |
2541 | } |
2542 | if (cached_has_bits & 0x20000000u) { |
2543 | disable_per_channel_quantization_ = from.disable_per_channel_quantization_; |
2544 | } |
2545 | if (cached_has_bits & 0x40000000u) { |
2546 | enable_mlir_dynamic_range_quantizer_ = from.enable_mlir_dynamic_range_quantizer_; |
2547 | } |
2548 | if (cached_has_bits & 0x80000000u) { |
2549 | disable_infer_tensor_range_ = from.disable_infer_tensor_range_; |
2550 | } |
2551 | _has_bits_[0] |= cached_has_bits; |
2552 | } |
2553 | cached_has_bits = from._has_bits_[1]; |
2554 | if (cached_has_bits & 0x000000ffu) { |
2555 | if (cached_has_bits & 0x00000001u) { |
2556 | use_fake_quant_num_bits_ = from.use_fake_quant_num_bits_; |
2557 | } |
2558 | if (cached_has_bits & 0x00000002u) { |
2559 | enable_dynamic_update_slice_ = from.enable_dynamic_update_slice_; |
2560 | } |
2561 | if (cached_has_bits & 0x00000004u) { |
2562 | preserve_assert_op_ = from.preserve_assert_op_; |
2563 | } |
2564 | if (cached_has_bits & 0x00000008u) { |
2565 | guarantee_all_funcs_one_use_ = from.guarantee_all_funcs_one_use_; |
2566 | } |
2567 | if (cached_has_bits & 0x00000010u) { |
2568 | dedupe_array_min_size_bytes_ = from.dedupe_array_min_size_bytes_; |
2569 | } |
2570 | if (cached_has_bits & 0x00000020u) { |
2571 | split_tflite_lstm_inputs_ = from.split_tflite_lstm_inputs_; |
2572 | } |
2573 | if (cached_has_bits & 0x00000040u) { |
2574 | allow_dynamic_tensors_ = from.allow_dynamic_tensors_; |
2575 | } |
2576 | if (cached_has_bits & 0x00000080u) { |
2577 | enable_tflite_resource_variables_ = from.enable_tflite_resource_variables_; |
2578 | } |
2579 | _has_bits_[1] |= cached_has_bits; |
2580 | } |
2581 | if (cached_has_bits & 0x00000300u) { |
2582 | if (cached_has_bits & 0x00000100u) { |
2583 | unfold_batchmatmul_ = from.unfold_batchmatmul_; |
2584 | } |
2585 | if (cached_has_bits & 0x00000200u) { |
2586 | lower_tensor_list_ops_ = from.lower_tensor_list_ops_; |
2587 | } |
2588 | _has_bits_[1] |= cached_has_bits; |
2589 | } |
2590 | } |
2591 | |
2592 | void TocoFlags::CopyFrom(const ::PROTOBUF_NAMESPACE_ID::Message& from) { |
2593 | // @@protoc_insertion_point(generalized_copy_from_start:toco.TocoFlags) |
2594 | if (&from == this) return; |
2595 | Clear(); |
2596 | MergeFrom(from); |
2597 | } |
2598 | |
2599 | void TocoFlags::CopyFrom(const TocoFlags& from) { |
2600 | // @@protoc_insertion_point(class_specific_copy_from_start:toco.TocoFlags) |
2601 | if (&from == this) return; |
2602 | Clear(); |
2603 | MergeFrom(from); |
2604 | } |
2605 | |
2606 | bool TocoFlags::IsInitialized() const { |
2607 | return true; |
2608 | } |
2609 | |
2610 | void TocoFlags::InternalSwap(TocoFlags* other) { |
2611 | using std::swap; |
2612 | _internal_metadata_.Swap(&other->_internal_metadata_); |
2613 | swap(_has_bits_[0], other->_has_bits_[0]); |
2614 | swap(_has_bits_[1], other->_has_bits_[1]); |
2615 | custom_opdefs_.InternalSwap(CastToBase(&other->custom_opdefs_)); |
2616 | select_user_tf_ops_.InternalSwap(CastToBase(&other->select_user_tf_ops_)); |
2617 | supported_backends_.InternalSwap(CastToBase(&other->supported_backends_)); |
2618 | dump_graphviz_dir_.Swap(&other->dump_graphviz_dir_, &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), |
2619 | GetArenaNoVirtual()); |
2620 | conversion_summary_dir_.Swap(&other->conversion_summary_dir_, &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), |
2621 | GetArenaNoVirtual()); |
2622 | tf_quantization_mode_.Swap(&other->tf_quantization_mode_, &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), |
2623 | GetArenaNoVirtual()); |
2624 | swap(input_format_, other->input_format_); |
2625 | swap(output_format_, other->output_format_); |
2626 | swap(inference_type_, other->inference_type_); |
2627 | swap(default_ranges_min_, other->default_ranges_min_); |
2628 | swap(default_ranges_max_, other->default_ranges_max_); |
2629 | swap(drop_fake_quant_, other->drop_fake_quant_); |
2630 | swap(reorder_across_fake_quant_, other->reorder_across_fake_quant_); |
2631 | swap(allow_custom_ops_, other->allow_custom_ops_); |
2632 | swap(drop_control_dependency_, other->drop_control_dependency_); |
2633 | swap(inference_input_type_, other->inference_input_type_); |
2634 | swap(default_int16_ranges_min_, other->default_int16_ranges_min_); |
2635 | swap(default_int16_ranges_max_, other->default_int16_ranges_max_); |
2636 | swap(debug_disable_recurrent_cell_fusion_, other->debug_disable_recurrent_cell_fusion_); |
2637 | swap(propagate_fake_quant_num_bits_, other->propagate_fake_quant_num_bits_); |
2638 | swap(allow_nudging_weights_to_use_fast_gemm_kernel_, other->allow_nudging_weights_to_use_fast_gemm_kernel_); |
2639 | swap(quantize_weights_, other->quantize_weights_); |
2640 | swap(dump_graphviz_include_video_, other->dump_graphviz_include_video_); |
2641 | swap(post_training_quantize_, other->post_training_quantize_); |
2642 | swap(enable_select_tf_ops_, other->enable_select_tf_ops_); |
2643 | swap(force_select_tf_ops_, other->force_select_tf_ops_); |
2644 | swap(quantize_to_float16_, other->quantize_to_float16_); |
2645 | swap(allow_bfloat16_, other->allow_bfloat16_); |
2646 | swap(allow_all_select_tf_ops_, other->allow_all_select_tf_ops_); |
2647 | swap(unfold_large_splat_constant_, other->unfold_large_splat_constant_); |
2648 | swap(accumulation_type_, other->accumulation_type_); |
2649 | swap(default_to_single_batch_in_tensor_list_ops_, other->default_to_single_batch_in_tensor_list_ops_); |
2650 | swap(disable_per_channel_quantization_, other->disable_per_channel_quantization_); |
2651 | swap(enable_mlir_dynamic_range_quantizer_, other->enable_mlir_dynamic_range_quantizer_); |
2652 | swap(disable_infer_tensor_range_, other->disable_infer_tensor_range_); |
2653 | swap(use_fake_quant_num_bits_, other->use_fake_quant_num_bits_); |
2654 | swap(enable_dynamic_update_slice_, other->enable_dynamic_update_slice_); |
2655 | swap(preserve_assert_op_, other->preserve_assert_op_); |
2656 | swap(guarantee_all_funcs_one_use_, other->guarantee_all_funcs_one_use_); |
2657 | swap(dedupe_array_min_size_bytes_, other->dedupe_array_min_size_bytes_); |
2658 | swap(split_tflite_lstm_inputs_, other->split_tflite_lstm_inputs_); |
2659 | swap(allow_dynamic_tensors_, other->allow_dynamic_tensors_); |
2660 | swap(enable_tflite_resource_variables_, other->enable_tflite_resource_variables_); |
2661 | swap(unfold_batchmatmul_, other->unfold_batchmatmul_); |
2662 | swap(lower_tensor_list_ops_, other->lower_tensor_list_ops_); |
2663 | } |
2664 | |
2665 | ::PROTOBUF_NAMESPACE_ID::Metadata TocoFlags::GetMetadata() const { |
2666 | return GetMetadataStatic(); |
2667 | } |
2668 | |
2669 | |
2670 | // @@protoc_insertion_point(namespace_scope) |
2671 | } // namespace toco |
2672 | PROTOBUF_NAMESPACE_OPEN |
2673 | template<> PROTOBUF_NOINLINE ::toco::TocoFlags* Arena::CreateMaybeMessage< ::toco::TocoFlags >(Arena* arena) { |
2674 | return Arena::CreateInternal< ::toco::TocoFlags >(arena); |
2675 | } |
2676 | PROTOBUF_NAMESPACE_CLOSE |
2677 | |
2678 | // @@protoc_insertion_point(global_scope) |
2679 | #include <google/protobuf/port_undef.inc> |
2680 | |