JavaScript heap out of memory when using InceptionV3

[JonathanWilbur]

Hello, when I load the InceptionV3 model, I get an OOM error.

2024-09-10 03:39:54.974309: I tensorflow/core/util/util.cc:169] oneDNN custom operations are on. You may see slightly different numeri.
2024-09-10 03:39:54.995204: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep A
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
You're using the model: 'InceptionV3'. See NSFWJS docs for instructions on hosting your own model (https://github.com/infinitered/nsfw.

<--- Last few GCs --->

[473351:0x66634f0]    30548 ms: Mark-Compact (reduce) 1945.8 (1950.7) -> 1945.8 (1949.7) MB, 470.16 / 0.00 ms  (average mu = 0.443, cud
[473351:0x66634f0]    31020 ms: Mark-Compact (reduce) 1945.8 (1949.7) -> 1945.8 (1949.7) MB, 471.84 / 0.00 ms  (average mu = 0.275, cud


<--- JS stacktrace --->

FATAL ERROR: CALL_AND_RETRY_LAST Allocation failed - JavaScript heap out of memory
----- Native stack trace -----

 1: 0xb86ecf node::OOMErrorHandler(char const*, v8::OOMDetails const&) [node]
 2: 0xef74d0 v8::Utils::ReportOOMFailure(v8::internal::Isolate*, char const*, v8::OOMDetails const&) [node]
 3: 0xef77b7 v8::internal::V8::FatalProcessOutOfMemory(v8::internal::Isolate*, char const*, v8::OOMDetails const&) [node]
 4: 0x10f87aa v8::internal::HeapAllocator::AllocateRawWithRetryOrFailSlowPath(int, v8::internal::AllocationType, v8::internal::Allocat]
 5: 0x10d4ba6 v8::internal::Factory::AllocateRaw(int, v8::internal::AllocationType, v8::internal::AllocationAlignment) [node]
 6: 0x10c631c v8::internal::FactoryBase<v8::internal::Factory>::AllocateRawArray(int, v8::internal::AllocationType) [node]
 7: 0x10c6484 v8::internal::FactoryBase<v8::internal::Factory>::NewFixedArrayWithFiller(v8::internal::Handle<v8::internal::Map>, int, ]
 8: 0x13e707d v8::internal::Handle<v8::internal::NumberDictionary> v8::internal::HashTable<v8::internal::NumberDictionary, v8::interna]
 9: 0x13e72a3 v8::internal::Handle<v8::internal::NumberDictionary> v8::internal::HashTable<v8::internal::NumberDictionary, v8::interna]
10: 0x13e7f44 v8::internal::Handle<v8::internal::NumberDictionary> v8::internal::Dictionary<v8::internal::NumberDictionary, v8::intern]
11: 0x12a2d58  [node]
12: 0x1349f86 v8::internal::JSObject::AddDataElement(v8::internal::Handle<v8::internal::JSObject>, unsigned int, v8::internal::Handle<]
13: 0x13d24f3 v8::internal::Object::AddDataProperty(v8::internal::LookupIterator*, v8::internal::Handle<v8::internal::Object>, v8::int]
14: 0x1346382 v8::internal::JSReceiver::ValidateAndApplyPropertyDescriptor(v8::internal::Isolate*, v8::internal::LookupIterator*, bool]
15: 0x13469e5 v8::internal::JSReceiver::OrdinaryDefineOwnProperty(v8::internal::LookupIterator*, v8::internal::PropertyDescriptor*, v8]
16: 0x1346b96 v8::internal::JSReceiver::OrdinaryDefineOwnProperty(v8::internal::Isolate*, v8::internal::Handle<v8::internal::JSObject>]
17: 0x1346dee v8::internal::JSReceiver::DefineOwnProperty(v8::internal::Isolate*, v8::internal::Handle<v8::internal::JSReceiver>, v8::]
18: 0x1346ee8 v8::internal::JSReceiver::DefineProperty(v8::internal::Isolate*, v8::internal::Handle<v8::internal::Object>, v8::interna]
19: 0xf8b0df v8::internal::Builtin_ObjectDefineProperty(int, unsigned long*, v8::internal::Isolate*) [node]
20: 0x7fd143ed9df6 
Aborted

This is on Ubuntu Linux with no GPU (if that matters).