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' clang LLVM (rustc version 1.92.0 (ded5c06cf 2025-12-08)) src/main.rs/@/7qg3dt24gj011nqw39blpgfet /home/palash/git/iron_learn iron_learn nn layers u8 Xavier Normal Uniform He DistributionType examples types Linear Logistic NeuralNet XorNeuralNet ImageNeuralNet NGram Transformer ExampleMode activations Sigmoid Tanh Sin ReLU Softmax Embedding LayerType loss_functions MeanSquaredError BinaryCrossEntropy CategoricalCrossEntropy LossFunctionType n_gram _ {impl#0} deserialize __field0 __field1 __field2 __field3 __ignore __Field __field4 __field5 __field6 __field7 core iter traits iterator Iterator for_each T alloc vec {impl#20} extend_trusted ptr *mut u8 local_len set_len_on_drop len usize &mut usize SetLenOnDrop {closure_env#0}<u8, alloc::alloc::Global, core::option::IntoIter<u8>> impl FnMut(T) _ZN4core4iter6traits8iterator8Iterator8for_each4call17hb689eb2f87879327E call<u8, alloc::vec::{impl#20}::extend_trusted::{closure_env#0}<u8, alloc::alloc::Global, core::option::IntoIter<u8>>> call f {closure_env#0}<u8, alloc::vec::{impl#20}::extend_trusted::{closure_env#0}<u8, alloc::alloc::Global, core::option::IntoIter<u8>>> option u64 None cuda_tensor f32 shape u32 Global A buf raw_vec inner unique pointer non_null *const u8 NonNull<u8> _marker marker PhantomData<u8> Unique<u8> cap num niche_types __0 UsizeNoHighBit RawVecInner<alloc::alloc::Global> PhantomData<u32> RawVec<u32, alloc::alloc::Global> Vec<u32, alloc::alloc::Global> device_buffer custom_device_buffer cust memory device *mut f32 PhantomData<*mut f32> DevicePointer<f32> DeviceBuffer<f32> CustomDeviceBuffer<f32> GpuTensor<f32> &iron_learn::cuda_tensor::GpuTensor<f32> Some Option<&iron_learn::cuda_tensor::GpuTensor<f32>> string RawVec<u8, alloc::alloc::Global> Vec<u8, alloc::alloc::Global> String E {impl#3} backward {closure_env#0}<iron_learn::cuda_tensor::GpuTensor<f32>, f32> F _ZN4core6option15Option$LT$T$GT$10ok_or_else17h76dd9283b8c2ec69E ok_or_else<&iron_learn::cuda_tensor::GpuTensor<f32>, alloc::string::String, iron_learn::nn::layers::{impl#3}::backward::{closure_env#0}<iron_learn::cuda_tensor::GpuTensor<f32>, f32>> result Ok Err Result<&iron_learn::cuda_tensor::GpuTensor<f32>, alloc::string::String> cpu_tensor data PhantomData<f32> RawVec<f32, alloc::alloc::Global> Vec<f32, alloc::alloc::Global> CpuTensor<f32> &iron_learn::cpu_tensor::CpuTensor<f32> Option<&iron_learn::cpu_tensor::CpuTensor<f32>> {closure_env#0}<iron_learn::cpu_tensor::CpuTensor<f32>, f32> _ZN4core6option15Option$LT$T$GT$10ok_or_else17h96b001b55292df00E ok_or_else<&iron_learn::cpu_tensor::CpuTensor<f32>, alloc::string::String, iron_learn::nn::layers::{impl#3}::backward::{closure_env#0}<iron_learn::cpu_tensor::CpuTensor<f32>, f32>> Result<&iron_learn::cpu_tensor::CpuTensor<f32>, alloc::string::String> Option<u8> rand seq increasing_uniform next_index _ref__next_n &u32 _ref__self__rng rngs thread rng rc cell reseeding rand_chacha chacha state guts b ppv_lite86 x86_64 u32x4 __ARRAY_SIZE_TYPE__ u64x2 u128x1 u128 sse2 core_arch x86 i64 __m128i vec128_storage c d ChaCha ChaCha12Core R rand_core os OsRng Rsdr block reseeder threshold bytes_until_reseed ReseedingCore<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng> results Array64<u32> index BlockRng<rand::rngs::reseeding::ReseedingCore<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng>> ReseedingRng<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng> value UnsafeCell<rand::rngs::reseeding::ReseedingRng<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng>> strong UnsafeCell<usize> Cell<usize> weak RcInner<core::cell::UnsafeCell<rand::rngs::reseeding::ReseedingRng<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng>>> *const alloc::rc::RcInner<core::cell::UnsafeCell<rand::rngs::reseeding::ReseedingRng<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng>>> NonNull<alloc::rc::RcInner<core::cell::UnsafeCell<rand::rngs::reseeding::ReseedingRng<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng>>>> phantom PhantomData<alloc::rc::RcInner<core::cell::UnsafeCell<rand::rngs::reseeding::ReseedingRng<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng>>>> Rc<core::cell::UnsafeCell<rand::rngs::reseeding::ReseedingRng<rand_chacha::chacha::ChaCha12Core, rand_core::os::OsRng>>, alloc::alloc::Global> ThreadRng &mut rand::rngs::thread::ThreadRng &mut &mut rand::rngs::thread::ThreadRng _ref__self__chunk &mut u32 {closure_env#0}<&mut rand::rngs::thread::ThreadRng> _ZN4core6option15Option$LT$T$GT$14unwrap_or_else17hfa99519067a592c3E unwrap_or_else<u8, rand::seq::increasing_uniform::{impl#0}::next_index::{closure_env#0}<&mut rand::rngs::thread::ThreadRng>> panic location filename data_ptr length *const str NonNull<str> line col _filename &str PhantomData<&str> Location &core::panic::location::Location contexts app_name version data_path learning_rate f64 epochs gpu_enabled bool lr_adjust hidden_layer_length monitor_interval sleep_time name restore distribution example_mode predict_only resize temparature repeat n_gram_seed n_gram_size weights_path AppContext &iron_learn::examples::contexts::AppContext Option<&iron_learn::examples::contexts::AppContext> U builder {impl#1} build_from_model _ZN4core6option15Option$LT$T$GT$3map17hd8faca9e0337be6eE map<&iron_learn::examples::contexts::AppContext, u32, iron_learn::nn::builder::{impl#1}::build_from_model::{closure_env#0}<iron_learn::cpu_tensor::CpuTensor<f32>, f32>> Option<u32> _ZN4core6option15Option$LT$T$GT$3map17hf628dddebd06de1eE map<&iron_learn::examples::contexts::AppContext, u32, iron_learn::nn::builder::{impl#1}::build_from_model::{closure_env#0}<iron_learn::cuda_tensor::GpuTensor<f32>, f32>> _ZN4core6option15Option$LT$T$GT$5ok_or17h24bb1ccf1851e29bE ok_or<&iron_learn::cuda_tensor::GpuTensor<f32>, &str> Result<&iron_learn::cuda_tensor::GpuTensor<f32>, &str> Option<&u32> _ZN4core6option15Option$LT$T$GT$5ok_or17h4a4c72cba7a76b8dE ok_or<&u32, &str> Result<&u32, &str> _ZN4core6option15Option$LT$T$GT$5ok_or17hafca2273b71c7ea6E ok_or<&iron_learn::examples::contexts::AppContext, &str> Result<&iron_learn::examples::contexts::AppContext, &str> &alloc::string::String Option<&alloc::string::String> _ZN4core6option15Option$LT$T$GT$5ok_or17hbc98267c8b876579E ok_or<&alloc::string::String, &str> Result<&alloc::string::String, &str> _ZN4core6option15Option$LT$T$GT$5ok_or17he3c758e9ffeda450E ok_or<&iron_learn::cpu_tensor::CpuTensor<f32>, &str> Result<&iron_learn::cpu_tensor::CpuTensor<f32>, &str> Option<iron_learn::cpu_tensor::CpuTensor<f32>> _ZN4core6option15Option$LT$T$GT$6as_ref17h937614b72bbc583dE as_ref<iron_learn::cpu_tensor::CpuTensor<f32>> &core::option::Option<iron_learn::cpu_tensor::CpuTensor<f32>> Option<iron_learn::cuda_tensor::GpuTensor<f32>> _ZN4core6option15Option$LT$T$GT$6as_ref17haa33f760ef634f63E as_ref<iron_learn::cuda_tensor::GpuTensor<f32>> &core::option::Option<iron_learn::cuda_tensor::GpuTensor<f32>> stream cust_raw cuda _unused CUstream_st *mut cust_raw::cuda::CUstream_st Stream Option<cust::stream::Stream> _ZN4core6option15Option$LT$T$GT$6as_ref17hd60f86bdfcf7edd9E as_ref<cust::stream::Stream> &cust::stream::Stream Option<&cust::stream::Stream> &core::option::Option<cust::stream::Stream> _ZN4core6option15Option$LT$T$GT$6expect17h341b51bb0e7d969dE expect<&cust::stream::Stream> gpu_context context CUctx_st *mut cust_raw::cuda::CUctx_st i32 Context Option<cust::context::Context> module CUmod_st *mut cust_raw::cuda::CUmod_st Module Option<cust::module::Module> pool mem_pool sync std poison mutex CUmemPoolHandle_st *mut cust_raw::cuda::CUmemPoolHandle_st UnsafeCudaMemPoolHandle sys futex atomic v UnsafeCell<u32> AtomicU32 Mutex failed UnsafeCell<u8> AtomicBool Flag UnsafeCell<iron_learn::cuda_tensor::mem_pool::UnsafeCudaMemPoolHandle> Mutex<iron_learn::cuda_tensor::mem_pool::UnsafeCudaMemPoolHandle> AtomicUsize ArcInner<std::sync::poison::mutex::Mutex<iron_learn::cuda_tensor::mem_pool::UnsafeCudaMemPoolHandle>> *const alloc::sync::ArcInner<std::sync::poison::mutex::Mutex<iron_learn::cuda_tensor::mem_pool::UnsafeCudaMemPoolHandle>> NonNull<alloc::sync::ArcInner<std::sync::poison::mutex::Mutex<iron_learn::cuda_tensor::mem_pool::UnsafeCudaMemPoolHandle>>> PhantomData<alloc::sync::ArcInner<std::sync::poison::mutex::Mutex<iron_learn::cuda_tensor::mem_pool::UnsafeCudaMemPoolHandle>>> Arc<std::sync::poison::mutex::Mutex<iron_learn::cuda_tensor::mem_pool::UnsafeCudaMemPoolHandle>, alloc::alloc::Global> CudaMemoryPool Option<iron_learn::cuda_tensor::mem_pool::CudaMemoryPool> cublas_handle handle cublas_sys generated Struct_cublasContext *mut cublas_sys::generated::Struct_cublasContext CublasHandle GpuContext &iron_learn::gpu_context::GpuContext Option<&iron_learn::gpu_context::GpuContext> _ZN4core6option15Option$LT$T$GT$6expect17h5d3ed99ae7174084E expect<&iron_learn::gpu_context::GpuContext> str slice end_or_len &u8 PhantomData<&u8> Iter<u8> Chars &core::str::iter::Chars Option<&core::str::iter::Chars> __1 Option<usize> (usize, core::option::Option<usize>) fn(&core::str::iter::Chars) -> (usize, core::option::Option<usize>) _ZN4core6option15Option$LT$T$GT$6map_or17h57a57d21443eef62E map_or<&core::str::iter::Chars, (usize, core::option::Option<usize>), fn(&core::str::iter::Chars) -> (usize, core::option::Option<usize>)> D layer_type weights LayerData<f32> PhantomData<iron_learn::nn::LayerData<f32>> RawVec<iron_learn::nn::LayerData<f32>, alloc::alloc::Global> Vec<iron_learn::nn::LayerData<f32>, alloc::alloc::Global> Option<alloc::vec::Vec<iron_learn::nn::LayerData<f32>, alloc::alloc::Global>> _ZN4core6option15Option$LT$T$GT$7is_some17h1d2e55b2b73dcaa1E is_some<alloc::vec::Vec<iron_learn::nn::LayerData<f32>, alloc::alloc::Global>> &core::option::Option<alloc::vec::Vec<iron_learn::nn::LayerData<f32>, alloc::alloc::Global>> collections hash map K char V random k0 k1 RandomState S base hashbrown hash_builder table raw (usize, char) bucket_mask ctrl growth_left items RawTableInner PhantomData<(usize, char)> RawTable<(usize, char), alloc::alloc::Global> HashMap<usize, char, std::hash::random::RandomState, alloc::alloc::Global> HashMap<usize, char, std::hash::random::RandomState> Option<std::collections::hash::map::HashMap<usize, char, std::hash::random::RandomState>> _ZN4core6option15Option$LT$T$GT$7is_some17h2aa6707d631fe1aeE is_some<std::collections::hash::map::HashMap<usize, char, std::hash::random::RandomState>> &core::option::Option<std::collections::hash::map::HashMap<usize, char, std::hash::random::RandomState>> __2 (usize, f32, f32) PhantomData<(usize, f32, f32)> RawVec<(usize, f32, f32), alloc::alloc::Global> Vec<(usize, f32, f32), alloc::alloc::Global> Option<alloc::vec::Vec<(usize, f32, f32), alloc::alloc::Global>> _ZN4core6option15Option$LT$T$GT$7is_some17h36bec8367dc791d2E is_some<alloc::vec::Vec<(usize, f32, f32), alloc::alloc::Global>> &core::option::Option<alloc::vec::Vec<(usize, f32, f32), alloc::alloc::Global>> Option<alloc::vec::Vec<f32, alloc::alloc::Global>> _ZN4core6option15Option$LT$T$GT$7is_some17h411d0739f0beb7b3E is_some<alloc::vec::Vec<f32, alloc::alloc::Global>> &core::option::Option<alloc::vec::Vec<f32, alloc::alloc::Global>> __3 (u32, u32, iron_learn::nn::activations::LayerType, alloc::string::String) PhantomData<(u32, u32, iron_learn::nn::activations::LayerType, alloc::string::String)> RawVec<(u32, u32, iron_learn::nn::activations::LayerType, alloc::string::String), alloc::alloc::Global> Vec<(u32, u32, iron_learn::nn::activations::LayerType, alloc::string::String), alloc::alloc::Global> Option<alloc::vec::Vec<(u32, u32, iron_learn::nn::activations::LayerType, alloc::string::String), alloc::alloc::Global>> _ZN4core6option15Option$LT$T$GT$7is_some17h6cd17dfd9731c3e3E is_some<alloc::vec::Vec<(u32, u32, iron_learn::nn::activations::LayerType, alloc::string::String), alloc::alloc::Global>> &core::option::Option<alloc::vec::Vec<(u32, u32, iron_learn::nn::activations::LayerType, alloc::string::String), alloc::alloc::Global>> Option<f32> _ZN4core6option15Option$LT$T$GT$7is_some17h8703e2a2802bbc5dE is_some<f32> &core::option::Option<f32> (char, usize) PhantomData<(char, usize)> RawTable<(char, usize), alloc::alloc::Global> HashMap<char, usize, std::hash::random::RandomState, alloc::alloc::Global> HashMap<char, usize, std::hash::random::RandomState> Option<std::collections::hash::map::HashMap<char, usize, std::hash::random::RandomState>> _ZN4core6option15Option$LT$T$GT$7is_some17h9934f63801efb756E is_some<std::collections::hash::map::HashMap<char, usize, std::hash::random::RandomState>> &core::option::Option<std::collections::hash::map::HashMap<char, usize, std::hash::random::RandomState>> Option<alloc::vec::Vec<u32, alloc::alloc::Global>> _ZN4core6option15Option$LT$T$GT$7is_some17hc3a9656a820d15c9E is_some<alloc::vec::Vec<u32, alloc::alloc::Global>> &core::option::Option<alloc::vec::Vec<u32, alloc::alloc::Global>> Option<iron_learn::nn::loss_functions::LossFunctionType> _ZN4core6option15Option$LT$T$GT$7is_some17hccba312de7c64aa2E is_some<iron_learn::nn::loss_functions::LossFunctionType> &core::option::Option<iron_learn::nn::loss_functions::LossFunctionType> Option<iron_learn::nn::activations::LayerType> _ZN4core6option15Option$LT$T$GT$7is_some17he00474fc8e10d17eE is_some<iron_learn::nn::activations::LayerType> &core::option::Option<iron_learn::nn::activations::LayerType> Option mem _ZN4core3mem7replace17h6164d924b07a1992E replace<core::option::Option<u8>> _ZN4core6option15Option$LT$T$GT$4take17h77215eed8007de29E take<u8> &mut core::option::Option<u8> {impl#18} _ZN86_$LT$core..option..Item$LT$A$GT$$u20$as$u20$core..iter..traits..iterator..Iterator$GT$4next17h085ea035befa974fE next<u8> {impl#34} _ZN4core6option15Option$LT$T$GT$3len17ha7df2a35bcb5491aE len<u8> &core::option::Option<u8> _ZN97_$LT$core..option..Item$LT$A$GT$$u20$as$u20$core..iter..traits..exact_size..ExactSizeIterator$GT$3len17hc45cc5e74a545d42E _ZN86_$LT$core..option..Item$LT$A$GT$$u20$as$u20$core..iter..traits..iterator..Iterator$GT$9size_hint17ha58962c71d1e864cE size_hint<u8> {impl#8} opt Item<u8> IntoIter<u8> Self () B _ZN4core4iter6traits8iterator8Iterator4fold17hb423b58fccf23675E fold<core::option::IntoIter<u8>, (), core::iter::traits::iterator::Iterator::for_each::call::{closure_env#0}<u8, alloc::vec::{impl#20}::extend_trusted::{closure_env#0}<u8, alloc::alloc::Global, core::option::IntoIter<u8>>>> _ZN4core4iter6traits8iterator8Iterator8for_each17ha8be6106ef6a974aE for_each<core::option::IntoIter<u8>, alloc::vec::{impl#20}::extend_trusted::{closure_env#0}<u8, alloc::alloc::Global, core::option::IntoIter<u8>>> _ZN4core6option6Option4Some17h3c73359e8fba0e70E {constructor#0}<usize> _ZN4core6option6Option4Some17h41fb1a1d95df68aeE {constructor#0}<iron_learn::examples::n_gram::_::{impl#0}::deserialize::__Field> Option<iron_learn::examples::n_gram::_::{impl#0}::deserialize::__Field> _ZN4core6option6Option4Some17h74940942773222daE {constructor#0}<iron_learn::nn::_::{impl#0}::deserialize::__Field> Option<iron_learn::nn::_::{impl#0}::deserialize::__Field> _ZN4core6option6Option4Some17h855d485d8c70d980E {constructor#0}<char> Option<char> _ZN4core6option6Option4Some17h949af43117e6fa8eE {constructor#0}<iron_learn::examples::types::_::{impl#0}::deserialize::__Field> Option<iron_learn::examples::types::_::{impl#0}::deserialize::__Field> _ZN4core6option6Option4Some17hb0fdbe94315085bfE _ZN4core6option6Option4Some17hce75ede5a39c3764E _ZN90_$LT$core..option..IntoIter$LT$A$GT$$u20$as$u20$core..iter..traits..iterator..Iterator$GT$4next17hbf7a33d2b234a388E _ZN90_$LT$core..option..IntoIter$LT$A$GT$$u20$as$u20$core..iter..traits..iterator..Iterator$GT$9size_hint17h7cce1f7854c9b866E _ZN91_$LT$core..option..Option$LT$T$GT$$u20$as$u20$core..iter..traits..collect..IntoIterator$GT$9into_iter17hec0753047a681abfE into_iter<u8> self init accum x err msg t default &mut core::option::IntoIter<u8> &core::option::IntoIter<u8> rustc version 1.92.0 (ded5c06cf 2025-12-08) zR x � L D0G 4 � DP L � DP d i D0d | W D0R � W D0R � w � w � w � w � w J $ J 8 7 L ` D@GA@ h ` D@GA@ � ' � ! � ' � ' � ' � � ! 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