Aborted (core dumped) in flow.nn.functional.sparse_softmax_cross_entropy

[x0w3n]

Summary

A crash is triggered when lables and logits have different data types

Code to reproduce bug

import oneflow as flow

labels = flow.tensor([1, 2, 3, 4, 5], dtype=flow.int64)
logits = flow.tensor([[0.1, 0.9], [0.4, 0.6], [0.7, 0.3], [0.8, 0.2], [0.9, 0.1]], dtype=flow.float32)

loss = flow.nn.functional.sparse_softmax_cross_entropy(labels, logits)

output:

F20241205 09:14:55.806568 2441830 sparse_softmax_cross_entropy_kernel.cpp:88] Check failed: labels[i] < depth (2 vs. 2) 
*** Check failure stack trace: ***
    @     0x7f30831d09ca  google::LogMessage::Fail()
    @     0x7f30831d0cb2  google::LogMessage::SendToLog()
    @     0x7f30831d0537  google::LogMessage::Flush()
    @     0x7f30831d30a9  google::LogMessageFatal::~LogMessageFatal()
    @     0x7f307ef3049b  oneflow::user_op::SparseSoftmaxCrossEntropyKernel<>::Compute()
    @     0x7f307ef4e54d  oneflow::one::StatefulOpKernel::Compute()
    @     0x7f307d1e8cab  oneflow::vm::OpCallInstructionUtil::Compute()
    @     0x7f307d1e6787  oneflow::vm::OpCallInstructionPolicy::Compute()
    @     0x7f307d1e25bc  oneflow::vm::Instruction::Compute()
    @     0x7f307d1e0a6f  oneflow::vm::EpStreamPolicyBase::Run()
    @     0x7f307d1ec086  oneflow::vm::StreamPolicy::RunIf()
    @     0x7f307d1f36de  oneflow::vm::ThreadCtx::TryReceiveAndRun()
    @     0x7f307d1f5d2d  oneflow::(anonymous namespace)::WorkerLoop()
    @     0x7f307d1f611f  _ZNSt6thread11_State_implINS_8_InvokerISt5tupleIJPFvPN7oneflow2vm9ThreadCtxERKSt8functionIFvS6_EEES6_ZNS3_14VirtualMachine15CreateThreadCtxENS3_6SymbolINS3_6DeviceEEENS3_10StreamTypeEmEUlS6_E3_EEEEE6_M_runEv
    @     0x7f30831e540f  execute_native_thread_routine
    @     0x7f316aca1b43  (unknown)
    @     0x7f316ad33a00  (unknown)
Aborted (core dumped)

System Information

• What is your OneFlow installation (pip, source, dockerhub): pip
• OS: Ubuntu 22.04.3 LTS
• OneFlow version (run python3 -m oneflow --doctor):

path: ['/home/miniconda3/envs/oneflow/lib/python3.9/site-packages/oneflow']
version: 0.9.0
git_commit: 381b12c
cmake_build_type: Release
rdma: True
mlir: True

• Python version: 3.9.13
• CUDA driver version: 12.2
• GPU models: NVIDIA GeForce RTX 4090
• Other info: None