[Bug]: Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.

[Nero10578]

Your current environment

Output of env.py:

PyTorch version: 2.4.0
Is debug build: False
CUDA used to build PyTorch: 12.4
ROCM used to build PyTorch: N/A

OS: Ubuntu 24.04.2 LTS (x86_64)
GCC version: (conda-forge gcc 11.3.0-19) 11.3.0
Clang version: Could not collect
CMake version: version 3.28.3
Libc version: glibc-2.39

Python version: 3.11.9 | packaged by conda-forge | (main, Apr 19 2024, 18:36:13) [GCC 12.3.0] (64-bit runtime)
Python platform: Linux-6.11.0-19-generic-x86_64-with-glibc2.39
Is CUDA available: True
CUDA runtime version: 12.4.131
CUDA_MODULE_LOADING set to: LAZY
GPU models and configuration: 
GPU 0: NVIDIA GeForce RTX 3090 Ti
GPU 1: NVIDIA GeForce RTX 3090
GPU 2: NVIDIA GeForce RTX 3090
GPU 3: NVIDIA GeForce RTX 3090

Nvidia driver version: 565.57.01
cuDNN version: Could not collect
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: True

CPU:
Architecture:                         x86_64
CPU op-mode(s):                       32-bit, 64-bit
Address sizes:                        46 bits physical, 48 bits virtual
Byte Order:                           Little Endian
CPU(s):                               16
On-line CPU(s) list:                  0-15
Vendor ID:                            GenuineIntel
Model name:                           Intel(R) Core(TM) i7-6900K CPU @ 3.20GHz
CPU family:                           6
Model:                                79
Thread(s) per core:                   2
Core(s) per socket:                   8
Socket(s):                            1
Stepping:                             1
CPU(s) scaling MHz:                   68%
CPU max MHz:                          4100.0000
CPU min MHz:                          1200.0000
BogoMIPS:                             6400.44
Flags:                                fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 cdp_l3 pti intel_ppin ssbd ibrs ibpb stibp tpr_shadow flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm rdt_a rdseed adx smap intel_pt xsaveopt cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts vnmi md_clear flush_l1d
Virtualization:                       VT-x
L1d cache:                            256 KiB (8 instances)
L1i cache:                            256 KiB (8 instances)
L2 cache:                             2 MiB (8 instances)
L3 cache:                             20 MiB (1 instance)
NUMA node(s):                         1
NUMA node0 CPU(s):                    0-15
Vulnerability Gather data sampling:   Not affected
Vulnerability Itlb multihit:          KVM: Mitigation: VMX disabled
Vulnerability L1tf:                   Mitigation; PTE Inversion; VMX conditional cache flushes, SMT vulnerable
Vulnerability Mds:                    Mitigation; Clear CPU buffers; SMT vulnerable
Vulnerability Meltdown:               Mitigation; PTI
Vulnerability Mmio stale data:        Mitigation; Clear CPU buffers; SMT vulnerable
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed:               Not affected
Vulnerability Spec rstack overflow:   Not affected
Vulnerability Spec store bypass:      Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:             Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2:             Mitigation; Retpolines; IBPB conditional; IBRS_FW; STIBP conditional; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds:                  Not affected
Vulnerability Tsx async abort:        Mitigation; Clear CPU buffers; SMT vulnerable

Versions of relevant libraries:
[pip3] numpy==1.26.4
[pip3] pyzmq==26.2.1
[pip3] torch==2.4.0
[pip3] torchvision==0.19.0
[pip3] transformers==4.45.2
[pip3] triton==3.0.0
[conda] blas                      2.16                        mkl    conda-forge
[conda] libblas                   3.8.0                    16_mkl    conda-forge
[conda] libcblas                  3.8.0                    16_mkl    conda-forge
[conda] liblapack                 3.8.0                    16_mkl    conda-forge
[conda] liblapacke                3.8.0                    16_mkl    conda-forge
[conda] mkl                       2020.2                      256  
[conda] nccl                      2.25.1.1             ha44e49d_0    conda-forge
[conda] numpy                     1.26.4                   pypi_0    pypi
[conda] pytorch                   2.4.0           py3.11_cuda12.4_cudnn9.1.0_0    pytorch
[conda] pytorch-cuda              12.4                 hc786d27_7    pytorch
[conda] pytorch-mutex             1.0                        cuda    pytorch
[conda] pyzmq                     26.2.1                   pypi_0    pypi
[conda] torchtriton               3.0.0                     py311    pytorch
[conda] torchvision               0.19.0                   pypi_0    pypi
[conda] transformers              4.45.2                   pypi_0    pypi
ROCM Version: Could not collect
Neuron SDK Version: N/A
Aphrodite Version: 0.6.7
Aphrodite Build Flags:
CUDA Archs: Not Set; ROCm: Disabled; Neuron: Disabled
GPU Topology:
GPU0    GPU1    GPU2    GPU3    CPU Affinity    NUMA Affinity   GPU NUMA ID
GPU0     X      PHB     PHB     PHB     0-15    0               N/A
GPU1    PHB      X      PHB     PHB     0-15    0               N/A
GPU2    PHB     PHB      X      PHB     0-15    0               N/A
GPU3    PHB     PHB     PHB      X      0-15    0               N/A

Legend:

  X    = Self
  SYS  = Connection traversing PCIe as well as the SMP interconnect between NUMA nodes (e.g., QPI/UPI)
  NODE = Connection traversing PCIe as well as the interconnect between PCIe Host Bridges within a NUMA node
  PHB  = Connection traversing PCIe as well as a PCIe Host Bridge (typically the CPU)
  PXB  = Connection traversing multiple PCIe bridges (without traversing the PCIe Host Bridge)
  PIX  = Connection traversing at most a single PCIe bridge
  NV#  = Connection traversing a bonded set of # NVLinks

Model Input Dumps

No response

🐛 Describe the bug

Issue:

This crash seems to happen without any clear indications of why. Not sure what is causing it and any help would be appreciated. Here is the log output right before it crashes. Possibly related to this old issue? #199

Log:

INFO:     192.168.20.72:41586 - "POST /v1/chat/completions HTTP/1.1" 200 OK
INFO:     Received request tokn-2d2ce0536bf4465da8c5b6c315efa176: prompt: , params: None, prompt_token_ids: None, lora_request: LoRARequest(lora_name='Llama-3.3-70B-Electra-R1', lora_int_id=430, lora_path='/home/owen/loras/Llama-3.3-70B-Instruct-L3.3-Electra-R1-70b-lora', lora_local_path=None, long_lora_max_len=None,
base_model_name='Llama-3.3-70B-Instruct'), prompt_adapter_request: None.
INFO:     192.168.20.72:41586 - "POST /v1/tokenize HTTP/1.1" 200 OK
INFO:     Avg prompt throughput: 190.4 tokens/s, Avg generation throughput: 6.7 tokens/s, Running: 0 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 0.0%, CPU KV cache usage: 0.0%.
INFO:     Received request chat-7e62d68b83ce475e9a4f96a2e1031ea2: prompt: , params: SamplingParams(temperature=0.2, top_p=0.9, max_tokens=256, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.FINAL_ONLY), prompt_token_ids: [], lora_request: None, prompt_adapter_request: None.
INFO:     Added request chat-7e62d68b83ce475e9a4f96a2e1031ea2.
INFO:     Avg prompt throughput: 378.1 tokens/s, Avg generation throughput: 7.6 tokens/s, Running: 1 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 6.9%, CPU KV cache usage: 0.0%.
INFO:     Finished request chat-7e62d68b83ce475e9a4f96a2e1031ea2.
INFO:     192.168.20.72:41586 - "POST /v1/chat/completions HTTP/1.1" 200 OK
INFO:     Received request chat-e630e05e38a7468d853628312404cd83: prompt: , params: SamplingParams(temperature=0.2, top_p=0.9, max_tokens=256, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.FINAL_ONLY), prompt_token_ids: [], lora_request: None, prompt_adapter_request: None.
INFO:     Added request chat-e630e05e38a7468d853628312404cd83.
INFO:     Avg prompt throughput: 197.1 tokens/s, Avg generation throughput: 3.1 tokens/s, Running: 1 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 6.9%, CPU KV cache usage: 0.0%.
INFO:     Finished request chat-e630e05e38a7468d853628312404cd83.
INFO:     192.168.20.72:40746 - "POST /v1/chat/completions HTTP/1.1" 200 OK
INFO:     Avg prompt throughput: 0.0 tokens/s, Avg generation throughput: 12.6 tokens/s, Running: 0 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 0.0%, CPU KV cache usage: 0.0%.
INFO:     Received request cmpl-0fe9303a988d4d05a5772c42906da77f-0: prompt: , params: SamplingParams(top_k=53, min_p=0.02, stop=['<|eot_id|>', '<|start_header_id|>user<|end_header_id|>', '<|start_header_id|>assistant<|end_header_id|>', '<|start_header_id|>system<|end_header_id|>'], max_tokens=390, skip_special_tokens=False,
xtc_probability=0.5, dry_multiplier=0.8, dry_allowed_length=6, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.DELTA, logit_bias={304: -100.0, 813: -100.0, 2487: -100.0, 35955: -100.0, 69439: -180.0}), prompt_token_ids: [], lora_request:
LoRARequest(lora_name='Llama-3.05-70B-TenyxChat-DaybreakStorywriter', lora_int_id=109, lora_path='/home/owen/loras/L3.05-70B-TenyxChat-DaybreakStorywriter-lora', lora_local_path=None, long_lora_max_len=None, base_model_name='Llama-3.3-70B-Instruct'), prompt_adapter_request: None.
INFO:     192.168.20.72:57612 - "POST /v1/completions HTTP/1.1" 200 OK
INFO:     Added request cmpl-0fe9303a988d4d05a5772c42906da77f-0.
INFO:     Avg prompt throughput: 344.5 tokens/s, Avg generation throughput: 0.1 tokens/s, Running: 1 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 8.8%, CPU KV cache usage: 0.0%.
INFO:     Received request tokn-7f32f1958185415e834fc10fb8799791: prompt: , params: None, prompt_token_ids: None, lora_request: LoRARequest(lora_name='Llama-3.3-70B-Electra-R1', lora_int_id=430, lora_path='/home/owen/loras/Llama-3.3-70B-Instruct-L3.3-Electra-R1-70b-lora', lora_local_path=None, long_lora_max_len=None,
base_model_name='Llama-3.3-70B-Instruct'), prompt_adapter_request: None.
INFO:     192.168.20.72:55466 - "POST /v1/tokenize HTTP/1.1" 200 OK
INFO:     Avg prompt throughput: 0.0 tokens/s, Avg generation throughput: 16.8 tokens/s, Running: 1 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 9.0%, CPU KV cache usage: 0.0%.
INFO:     Received request cmpl-d911a42c073a43fcb8c0745d9d333eef-0: prompt: , params: SamplingParams(repetition_penalty=1.05, no_repeat_ngram_size=17, min_p=0.02, stop=['<|eot_id|>', '<|start_header_id|>user<|end_header_id|>', '<|start_header_id|>assistant<|end_header_id|>', '<|start_header_id|>system<|end_header_id|>'], max_tokens=1024,
skip_special_tokens=False, spaces_between_special_tokens=False, xtc_threshold=0.0, dry_multiplier=0.8, dry_allowed_length=4, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.DELTA), prompt_token_ids: [], lora_request: LoRARequest(lora_name='Llama-3.3-70B-Electra-R1',
lora_int_id=430, lora_path='/home/owen/loras/Llama-3.3-70B-Instruct-L3.3-Electra-R1-70b-lora', lora_local_path=None, long_lora_max_len=None, base_model_name='Llama-3.3-70B-Instruct'), prompt_adapter_request: None.
INFO:     192.168.20.72:55466 - "POST /v1/completions HTTP/1.1" 200 OK
INFO:     Added request cmpl-d911a42c073a43fcb8c0745d9d333eef-0.
INFO:     Avg prompt throughput: 639.8 tokens/s, Avg generation throughput: 4.0 tokens/s, Running: 2 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 20.6%, CPU KV cache usage: 0.0%.
INFO:     Avg prompt throughput: 0.0 tokens/s, Avg generation throughput: 27.1 tokens/s, Running: 2 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 21.0%, CPU KV cache usage: 0.0%.
INFO:     Received request chat-bf1816ef6d364a8b9039e10ecb93e702: prompt: , params: SamplingParams(repetition_penalty=1.1, temperature=0.7, top_p=0.9, top_k=40, max_tokens=1024, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.DELTA), prompt_token_ids: [], lora_request:
LoRARequest(lora_name='Llama-3.05-70B-Nemotron-Tenyxchat-Storybreaker', lora_int_id=115, lora_path='/home/owen/loras/L3.05-70B-Nemotron-Tenyxchat-Storybreaker-lora', lora_local_path=None, long_lora_max_len=None, base_model_name='Llama-3.3-70B-Instruct'), prompt_adapter_request: None.
INFO:     192.168.20.72:33138 - "POST /v1/chat/completions HTTP/1.1" 200 OK
INFO:     Added request chat-bf1816ef6d364a8b9039e10ecb93e702.
INFO:     Finished request cmpl-d911a42c073a43fcb8c0745d9d333eef-0.
INFO:     Finished request chat-bf1816ef6d364a8b9039e10ecb93e702.
INFO:     Avg prompt throughput: 11.7 tokens/s, Avg generation throughput: 25.7 tokens/s, Running: 1 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 9.6%, CPU KV cache usage: 0.0%.
INFO:     127.0.0.1:59530 - "GET /health HTTP/1.1" 200 OK
INFO:     Received request tokn-ca2931d0199b47498cee7f85a5d25848: prompt: , params: None, prompt_token_ids: None, lora_request: LoRARequest(lora_name='Llama-3.3-70B-Electra-R1', lora_int_id=430, lora_path='/home/owen/loras/Llama-3.3-70B-Instruct-L3.3-Electra-R1-70b-lora', lora_local_path=None, long_lora_max_len=None,
base_model_name='Llama-3.3-70B-Instruct'), prompt_adapter_request: None.
INFO:     192.168.20.72:33138 - "POST /v1/tokenize HTTP/1.1" 200 OK
INFO:     Avg prompt throughput: 0.0 tokens/s, Avg generation throughput: 16.6 tokens/s, Running: 1 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 9.8%, CPU KV cache usage: 0.0%.
INFO:     Finished request cmpl-0fe9303a988d4d05a5772c42906da77f-0.
INFO:     Avg prompt throughput: 0.0 tokens/s, Avg generation throughput: 9.9 tokens/s, Running: 0 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 0.0%, CPU KV cache usage: 0.0%.
INFO:     Received request chat-ee0dc4900d074fa8af5212f9d1fe0f8f: prompt: , params: SamplingParams(temperature=0.2, top_p=0.9, max_tokens=256, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.FINAL_ONLY), prompt_token_ids: [], lora_request: None, prompt_adapter_request: None.
INFO:     Added request chat-ee0dc4900d074fa8af5212f9d1fe0f8f.
INFO:     Avg prompt throughput: 384.8 tokens/s, Avg generation throughput: 6.4 tokens/s, Running: 1 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 7.0%, CPU KV cache usage: 0.0%.
INFO:     Finished request chat-ee0dc4900d074fa8af5212f9d1fe0f8f.
INFO:     192.168.20.72:57612 - "POST /v1/chat/completions HTTP/1.1" 200 OK
INFO:     Received request cmpl-c296756e66ba43c38203edb8ea36ea0f-0: prompt: , params: SamplingParams(repetition_penalty=1.05, no_repeat_ngram_size=17, min_p=0.02, stop=['<|eot_id|>', '<|start_header_id|>user<|end_header_id|>', '<|start_header_id|>assistant<|end_header_id|>', '<|start_header_id|>system<|end_header_id|>'], max_tokens=1024,
skip_special_tokens=False, spaces_between_special_tokens=False, xtc_threshold=0.0, dry_multiplier=0.8, dry_allowed_length=4, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.DELTA), prompt_token_ids: [], lora_request: LoRARequest(lora_name='Llama-3.3-70B-Electra-R1',
lora_int_id=430, lora_path='/home/owen/loras/Llama-3.3-70B-Instruct-L3.3-Electra-R1-70b-lora', lora_local_path=None, long_lora_max_len=None, base_model_name='Llama-3.3-70B-Instruct'), prompt_adapter_request: None.
INFO:     192.168.20.72:57612 - "POST /v1/completions HTTP/1.1" 200 OK
INFO:     Added request cmpl-c296756e66ba43c38203edb8ea36ea0f-0.
INFO:     Received request chat-8fd66927e3ed46c9900e576b0f5d700c: prompt: , params: SamplingParams(repetition_penalty=1.03, min_p=0.03, max_tokens=600, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.DELTA), prompt_token_ids: [], lora_request:
LoRARequest(lora_name='Llama-3.3-70B-Electra-R1', lora_int_id=430, lora_path='/home/owen/loras/Llama-3.3-70B-Instruct-L3.3-Electra-R1-70b-lora', lora_local_path=None, long_lora_max_len=None, base_model_name='Llama-3.3-70B-Instruct'), prompt_adapter_request: None.
INFO:     192.168.20.72:36078 - "POST /v1/chat/completions HTTP/1.1" 200 OK
INFO:     Added request chat-8fd66927e3ed46c9900e576b0f5d700c.
INFO:     Avg prompt throughput: 308.3 tokens/s, Avg generation throughput: 3.4 tokens/s, Running: 2 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 25.9%, CPU KV cache usage: 0.0%.
INFO:     Received request chat-33faf1e9a66c4119ac1c8f128453ccfb: prompt: , params: SamplingParams(temperature=0.2, top_p=0.9, max_tokens=256, dry_sequence_breaker_ids=[198, 25, 1, 9], dry_range=1024, sampler_priority=None, output_kind=RequestOutputKind.FINAL_ONLY), prompt_token_ids: [], lora_request: None, prompt_adapter_request: None.
INFO:     Added request chat-33faf1e9a66c4119ac1c8f128453ccfb.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [96,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [97,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [98,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [99,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [100,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [101,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [102,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [103,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [104,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [105,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [106,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [107,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [108,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [109,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [110,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
/opt/conda/conda-bld/pytorch_1720538435607/work/aten/src/ATen/native/cuda/IndexKernel.cu:92: operator(): block: [0,0,0], thread: [111,0,0] Assertion `-sizes[i] <= index && index < sizes[i] && "index out of bounds"` failed.
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[rank0]:[E316 09:58:01.461161535 ProcessGroupNCCL.cpp:1515] [PG 3 Rank 0] Process group watchdog thread terminated with exception: CUDA error: device-side assert triggered
CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.
For debugging consider passing CUDA_LAUNCH_BLOCKING=1
Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.

Exception raised from c10_cuda_check_implementation at /opt/conda/conda-bld/pytorch_1720538435607/work/c10/cuda/CUDAException.cpp:43 (most recent call first):
frame #0: c10::Error::Error(c10::SourceLocation, std::string) + 0x96 (0x78848fd76f86 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #1: c10::detail::torchCheckFail(char const*, char const*, unsigned int, std::string const&) + 0x64 (0x78848fd25d10 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #2: c10::cuda::c10_cuda_check_implementation(int, char const*, char const*, int, bool) + 0x118 (0x788496fc0f08 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libc10_cuda.so)
frame #3: c10d::ProcessGroupNCCL::WorkNCCL::finishedGPUExecutionInternal() const + 0x56 (0x78843f7b0bc6 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #4: c10d::ProcessGroupNCCL::WorkNCCL::isCompleted() + 0xa0 (0x78843f7b5de0 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #5: c10d::ProcessGroupNCCL::watchdogHandler() + 0x1da (0x78843f7bca9a in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #6: c10d::ProcessGroupNCCL::ncclCommWatchdog() + 0x10c (0x78843f7beedc in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #7: <unknown function> + 0xd3b6d (0x78848f8f1b6d in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/../../../.././libstdc++.so.6)
frame #8: <unknown function> + 0x9caa4 (0x78849809caa4 in /lib/x86_64-linux-gnu/libc.so.6)
frame #9: <unknown function> + 0x129c3c (0x788498129c3c in /lib/x86_64-linux-gnu/libc.so.6)

terminate called after throwing an instance of 'c10::DistBackendError'
  what():  [PG 3 Rank 0] Process group watchdog thread terminated with exception: CUDA error: device-side assert triggered
CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.
For debugging consider passing CUDA_LAUNCH_BLOCKING=1
Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.

Exception raised from c10_cuda_check_implementation at /opt/conda/conda-bld/pytorch_1720538435607/work/c10/cuda/CUDAException.cpp:43 (most recent call first):
frame #0: c10::Error::Error(c10::SourceLocation, std::string) + 0x96 (0x78848fd76f86 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #1: c10::detail::torchCheckFail(char const*, char const*, unsigned int, std::string const&) + 0x64 (0x78848fd25d10 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #2: c10::cuda::c10_cuda_check_implementation(int, char const*, char const*, int, bool) + 0x118 (0x788496fc0f08 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libc10_cuda.so)
frame #3: c10d::ProcessGroupNCCL::WorkNCCL::finishedGPUExecutionInternal() const + 0x56 (0x78843f7b0bc6 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #4: c10d::ProcessGroupNCCL::WorkNCCL::isCompleted() + 0xa0 (0x78843f7b5de0 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #5: c10d::ProcessGroupNCCL::watchdogHandler() + 0x1da (0x78843f7bca9a in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #6: c10d::ProcessGroupNCCL::ncclCommWatchdog() + 0x10c (0x78843f7beedc in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #7: <unknown function> + 0xd3b6d (0x78848f8f1b6d in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/../../../.././libstdc++.so.6)
frame #8: <unknown function> + 0x9caa4 (0x78849809caa4 in /lib/x86_64-linux-gnu/libc.so.6)
frame #9: <unknown function> + 0x129c3c (0x788498129c3c in /lib/x86_64-linux-gnu/libc.so.6)

Exception raised from ncclCommWatchdog at /opt/conda/conda-bld/pytorch_1720538435607/work/torch/csrc/distributed/c10d/ProcessGroupNCCL.cpp:1521 (most recent call first):
frame #0: c10::Error::Error(c10::SourceLocation, std::string) + 0x96 (0x78848fd76f86 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libc10.so)
frame #1: <unknown function> + 0xe3ec34 (0x78843f43ec34 in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/libtorch_cuda.so)
frame #2: <unknown function> + 0xd3b6d (0x78848f8f1b6d in /home/owen/miniconda3/envs/aphrodite/lib/python3.11/site-packages/torch/lib/../../../.././libstdc++.so.6)
frame #3: <unknown function> + 0x9caa4 (0x78849809caa4 in /lib/x86_64-linux-gnu/libc.so.6)
frame #4: <unknown function> + 0x129c3c (0x788498129c3c in /lib/x86_64-linux-gnu/libc.so.6)

/home/owen/miniconda3/envs/aphrodite/lib/python3.11/multiprocessing/resource_tracker.py:254: UserWarning: resource_tracker: There appear to be 1 leaked shared_memory objects to clean up at shutdown
  warnings.warn('resource_tracker: There appear to be %d '
/home/owen/aphro-latest/70b.sh: line 453: 22042 Aborted