vllm - 💡(How to fix) Fix [Bug]: Gemma 4 torch._dynamo.exc.TorchRuntimeError: Dynamo failed to run FX node with fake tensors [2 comments, 2 participants]

Official PRs (…)
ON THIS PAGE

Recommended Tools

×6

Utilities matched from this issue’s tags and category — try them while you read without losing context.

GitHub issue graph ai analysis

Paste a GitHub issue URL. We fetch that issue, discover linked issues from bodies/comments/timeline, collect linked pull requests, and produce a structured English report.

The report is written in English Markdown for sharing and archival.

Helpful · Quick feedback

Loading…
GitHub stats
vllm-project/vllm#38884Fetched 2026-04-08 02:34:26
View on GitHub
Comments
2
Participants
2
Timeline
6
Reactions
0
Timeline (top)
commented ×2subscribed ×2labeled ×1mentioned ×1

Error Message

Loading model... INFO 04-03 06:14:00 [utils.py:233] non-default args: {'trust_remote_code': True, 'dtype': 'bfloat16', 'max_model_len': 16384, 'gpu_memory_utilization': 0.88, 'max_num_seqs': 128, 'disable_log_stats': True, 'quantization': 'bitsandbytes', 'model': 'google/gemma-4-31B'} INFO 04-03 06:14:01 [model.py:549] Resolved architecture: Gemma4ForConditionalGeneration INFO 04-03 06:14:01 [model.py:1678] Using max model len 16384 INFO 04-03 06:14:01 [scheduler.py:238] Chunked prefill is enabled with max_num_batched_tokens=16384. INFO 04-03 06:14:01 [config.py:104] Gemma4 model has heterogeneous head dimensions (head_dim=256, global_head_dim=512). Forcing TRITON_ATTN backend to prevent mixed-backend numerical divergence. INFO 04-03 06:14:02 [vllm.py:790] Asynchronous scheduling is enabled. (EngineCore pid=1162690) INFO 04-03 06:14:05 [core.py:105] Initializing a V1 LLM engine (v0.19.0) with config: model='google/gemma-4-31B', speculative_config=None, tokenizer='google/gemma-4-31B', skip_tokenizer_init=False, tokenizer_mode=auto, revision=None, tokenizer_revision=None, trust_remote_code=True, dtype=torch.bfloat16, max_seq_len=16384, download_dir=None, load_format=bitsandbytes, tensor_parallel_size=1, pipeline_parallel_size=1, data_parallel_size=1, decode_context_parallel_size=1, dcp_comm_backend=ag_rs, disable_custom_all_reduce=False, quantization=bitsandbytes, enforce_eager=False, enable_return_routed_experts=False, kv_cache_dtype=auto, device_config=cuda, structured_outputs_config=StructuredOutputsConfig(backend='auto', disable_any_whitespace=False, disable_additional_properties=False, reasoning_parser='', reasoning_parser_plugin='', enable_in_reasoning=False), observability_config=ObservabilityConfig(show_hidden_metrics_for_version=None, otlp_traces_endpoint=None, collect_detailed_traces=None, kv_cache_metrics=False, kv_cache_metrics_sample=0.01, cudagraph_metrics=False, enable_layerwise_nvtx_tracing=False, enable_mfu_metrics=False, enable_mm_processor_stats=False, enable_logging_iteration_details=False), seed=0, served_model_name=google/gemma-4-31B, enable_prefix_caching=True, enable_chunked_prefill=True, pooler_config=None, compilation_config={'mode': <CompilationMode.VLLM_COMPILE: 3>, 'debug_dump_path': None, 'cache_dir': '', 'compile_cache_save_format': 'binary', 'backend': 'inductor', 'custom_ops': ['none'], 'splitting_ops': ['vllm::unified_attention', 'vllm::unified_attention_with_output', 'vllm::unified_mla_attention', 'vllm::unified_mla_attention_with_output', 'vllm::mamba_mixer2', 'vllm::mamba_mixer', 'vllm::short_conv', 'vllm::linear_attention', 'vllm::plamo2_mamba_mixer', 'vllm::gdn_attention_core', 'vllm::olmo_hybrid_gdn_full_forward', 'vllm::kda_attention', 'vllm::sparse_attn_indexer', 'vllm::rocm_aiter_sparse_attn_indexer', 'vllm::unified_kv_cache_update', 'vllm::unified_mla_kv_cache_update'], 'compile_mm_encoder': False, 'cudagraph_mm_encoder': False, 'encoder_cudagraph_token_budgets': [], 'encoder_cudagraph_max_images_per_batch': 0, 'compile_sizes': [], 'compile_ranges_endpoints': [16384], 'inductor_compile_config': {'enable_auto_functionalized_v2': False, 'size_asserts': False, 'alignment_asserts': False, 'scalar_asserts': False, 'combo_kernels': True, 'benchmark_combo_kernel': True}, 'inductor_passes': {}, 'cudagraph_mode': <CUDAGraphMode.FULL_AND_PIECEWISE: (2, 1)>, 'cudagraph_num_of_warmups': 1, 'cudagraph_capture_sizes': [1, 2, 4, 8, 16, 24, 32, 40, 48, 56, 64, 72, 80, 88, 96, 104, 112, 120, 128, 136, 144, 152, 160, 168, 176, 184, 192, 200, 208, 216, 224, 232, 240, 248, 256], 'cudagraph_copy_inputs': False, 'cudagraph_specialize_lora': True, 'use_inductor_graph_partition': False, 'pass_config': {'fuse_norm_quant': False, 'fuse_act_quant': False, 'fuse_attn_quant': False, 'enable_sp': False, 'fuse_gemm_comms': False, 'fuse_allreduce_rms': False}, 'max_cudagraph_capture_size': 256, 'dynamic_shapes_config': {'type': <DynamicShapesType.BACKED: 'backed'>, 'evaluate_guards': False, 'assume_32_bit_indexing': False}, 'local_cache_dir': None, 'fast_moe_cold_start': True, 'static_all_moe_layers': []} (EngineCore pid=1162690) INFO 04-03 06:14:05 [parallel_state.py:1400] world_size=1 rank=0 local_rank=0 distributed_init_method=tcp://132.199.137.208:45273 backend=nccl (EngineCore pid=1162690) INFO 04-03 06:14:05 [parallel_state.py:1716] rank 0 in world size 1 is assigned as DP rank 0, PP rank 0, PCP rank 0, TP rank 0, EP rank N/A, EPLB rank N/A [Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0 [Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0 [Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0 [Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0 [Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0 [Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0 (EngineCore pid=1162690) INFO 04-03 06:14:05 [gpu_model_runner.py:4735] Starting to load model google/gemma-4-31B... (EngineCore pid=1162690) INFO 04-03 06:14:06 [cuda.py:274] Using AttentionBackendEnum.TRITON_ATTN backend. (EngineCore pid=1162690) INFO 04-03 06:14:06 [cuda.py:274] Using AttentionBackendEnum.TRITON_ATTN backend. (EngineCore pid=1162690) INFO 04-03 06:14:07 [bitsandbytes_loader.py:786] Loading weights with BitsAndBytes quantization. May take a while ... Loading safetensors checkpoint shards: 0% Completed | 0/2 [00:00<?, ?it/s] Loading safetensors checkpoint shards: 50% Completed | 1/2 [00:05<00:05, 5.33s/it] Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:07<00:00, 3.40s/it] Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:07<00:00, 3.69s/it] (EngineCore pid=1162690) (EngineCore pid=1162690) INFO 04-03 06:14:15 [gpu_model_runner.py:4820] Model loading took 19.61 GiB memory and 9.417471 seconds (EngineCore pid=1162690) INFO 04-03 06:14:15 [gpu_model_runner.py:5753] Encoder cache will be initialized with a budget of 16384 tokens, and profiled with 6 video items of the maximum feature size. (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] EngineCore failed to start. (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] Traceback (most recent call last): (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 1082, in run_engine_core (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] engine_core = EngineCoreProc(*args, engine_index=dp_rank, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/tracing/otel.py", line 178, in sync_wrapper (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return func(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 848, in init (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] super().init( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 124, in init (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] kv_cache_config = self._initialize_kv_caches(vllm_config) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/tracing/otel.py", line 178, in sync_wrapper (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return func(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 247, in _initialize_kv_caches (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] available_gpu_memory = self.model_executor.determine_available_memory() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/executor/abstract.py", line 136, in determine_available_memory (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return self.collective_rpc("determine_available_memory") (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/executor/uniproc_executor.py", line 80, in collective_rpc (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] result = run_method(self.driver_worker, method, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/serial_utils.py", line 510, in run_method (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return func(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return func(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_worker.py", line 370, in determine_available_memory (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.model_runner.profile_run() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_model_runner.py", line 5782, in profile_run (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] hidden_states, last_hidden_states = self._dummy_run( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return func(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_model_runner.py", line 5474, in _dummy_run (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] outputs = self.model( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/cuda_graph.py", line 254, in call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return self.runnable(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return self._call_impl(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return forward_call(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/model_executor/models/gemma4_mm.py", line 1276, in forward (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] hidden_states = self.language_model.model( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 596, in call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.aot_compiled_fn = self.aot_compile(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/wrapper.py", line 176, in aot_compile (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return self._compiled_callable.aot_compile((args, kwargs)) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/eval_frame.py", line 832, in aot_compile (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return aot_compile_fullgraph( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/aot_compile.py", line 195, in aot_compile_fullgraph (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] capture_output = convert_frame.fullgraph_capture(model, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1208, in fullgraph_capture (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return _fullgraph_capture_frame( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1250, in _fullgraph_capture_frame (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] dynamo_output = compile_frame( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1341, in compile_frame (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] bytecode, tracer_output = transform_code_object(code, transform) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/bytecode_transformation.py", line 1600, in transform_code_object (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] tracer_output = transformations(instructions, code_options) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1313, in transform (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] tracer_output = trace_frame( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 328, in _fn (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return fn(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 838, in trace_frame (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] run_tracer() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 819, in run_tracer (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] tracer.run() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] while self.step(): (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.dispatch_table[inst.opcode](self, inst) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return inner_fn(self, inst) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 2582, in CALL_FUNCTION_EX (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.call_function(fn, argsvars.items, kwargsvars) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/lazy.py", line 229, in realize_and_forward (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return getattr(self.realize(), name)(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/nn_module.py", line 1147, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return variables.UserFunctionVariable(fn, source=source).call_function( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 685, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return super().call_function(tx, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 401, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs) # type: ignore[attr-defined] (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/dynamo/symbolic_convert.py", line 1262, in inline_user_function_return (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return InliningInstructionTranslator.inline_call(self, fn, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/dynamo/symbolic_convert.py", line 4718, in inline_call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return tracer.inline_call() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 550, in patched_inline_call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return inline_call(self) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/dynamo/symbolic_convert.py", line 4935, in inline_call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.run() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] while self.step(): (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.dispatch_table[inst.opcode](self, inst) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return inner_fn(self, inst) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 2582, in CALL_FUNCTION_EX (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.call_function(fn, argsvars.items, kwargsvars) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/lazy.py", line 229, in realize_and_forward (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return getattr(self.realize(), name)(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/nn_module.py", line 1147, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return variables.UserFunctionVariable(fn, source=source).call_function( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 685, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return super().call_function(tx, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 401, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs) # type: ignore[attr-defined] (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/dynamo/symbolic_convert.py", line 1262, in inline_user_function_return (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return InliningInstructionTranslator.inline_call(self, fn, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/dynamo/symbolic_convert.py", line 4718, in inline_call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return tracer.inline_call() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 550, in patched_inline_call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return inline_call(self) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/dynamo/symbolic_convert.py", line 4935, in inline_call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.run() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] while self.step(): (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.dispatch_table[inst.opcode](self, inst) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return inner_fn(self, inst) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 3807, in CALL (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self._call(inst) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 3798, in _call (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.call_function(fn, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] self.push(fn.call_function(self, args, kwargs)) # type: ignore[arg-type] (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/misc.py", line 1148, in call_function (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return self.obj.call_method(tx, self.name, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/tensor.py", line 745, in call_method (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return wrap_fx_proxy( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2795, in wrap_fx_proxy (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2861, in wrap_fx_proxy_cls (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] out = _wrap_fx_proxy( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2972, in _wrap_fx_proxy (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3626, in get_fake_value (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] raise TorchRuntimeError(msg).with_traceback(e.traceback) from None (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3524, in get_fake_value (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ret_val = wrap_fake_exception( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 2966, in wrap_fake_exception (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return fn() (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3525, in <lambda> (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] lambda: run_node(tx.output, node, args, kwargs, nnmodule) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3735, in run_node (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] raise RuntimeError(make_error_message(e)).with_traceback( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3705, in run_node (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return getattr(args[0], node.target)(*args[1:], **kwargs) # type: ignore[arg-type] (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_tensor.py", line 1066, in split (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return torch._VF.split_with_sizes( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_stats.py", line 29, in wrapper (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return fn(*args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 1397, in torch_dispatch (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return self.dispatch(func, types, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 2155, in dispatch (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] return self._cached_dispatch_impl(func, types, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 1544, in _cached_dispatch_impl (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] output = self._dispatch_impl(func, types, args, kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 2707, in _dispatch_impl (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] decomposition_table[func](args, **kwargs) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_refs/init.py", line 4359, in split_with_sizes (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] torch._check_with( (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/init.py", line 1714, in _check_with (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] raise error_type(message_evaluated) (EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] torch._dynamo.exc.TorchRuntimeError: Dynamo failed to run FX node with fake tensors: call_method split((FakeTensor(..., device='cuda:0', size=(s59, 18432), dtype=torch.bfloat16), [16384, 2048, 2048]), **{'dim': -1}): got ValueError("Split sizes add up to 20480 but got the tensor's size of 18432")

Fix Action

Fix / Workaround

============================== CPU Info

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): 24 On-line CPU(s) list: 0-23 Vendor ID: GenuineIntel Model name: Intel(R) Core(TM) Ultra 9 285K CPU family: 6 Model: 198 Thread(s) per core: 1 Core(s) per socket: 1 Socket(s): 24 Stepping: 2 CPU(s) scaling MHz: 31% CPU max MHz: 7200,0000 CPU min MHz: 800,0000 BogoMIPS: 7372,80 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 art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb ssbd ibrs ibpb stibp ibrs_enhanced tpr_shadow flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid rdt_a rdseed adx smap clflushopt clwb intel_pt sha_ni xsaveopt xsavec xgetbv1 xsaves split_lock_detect user_shstk avx_vnni lam wbnoinvd dtherm ida arat pln pts hwp hwp_notify hwp_act_window hwp_epp hwp_pkg_req hfi vnmi umip pku ospke waitpkg gfni vaes vpclmulqdq tme rdpid bus_lock_detect movdiri movdir64b fsrm md_clear serialize pconfig arch_lbr ibt flush_l1d arch_capabilities ibpb_exit_to_user Virtualization: VT-x L1d cache: 768 KiB (20 instances) L1i cache: 1,3 MiB (20 instances) L2 cache: 40 MiB (12 instances) L3 cache: 36 MiB (1 instance) NUMA node(s): 1 NUMA node0 CPU(s): 0-23 Vulnerability Gather data sampling: Not affected Vulnerability Itlb multihit: Not affected Vulnerability L1tf: Not affected Vulnerability Mds: Not affected Vulnerability Meltdown: Not affected Vulnerability Mmio stale data: Not affected 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; Enhanced / Automatic IBRS; IBPB conditional; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected Vulnerability Srbds: Not affected Vulnerability Tsx async abort: Not affected Vulnerability Vmscape: Mitigation; IBPB before exit to userspace

Loading model... INFO 04-03 06:14:00 [utils.py:233] non-default args: {'trust_remote_code': True, 'dtype': 'bfloat16', 'max_model_len': 16384, 'gpu_memory_utilization': 0.88, 'max_num_seqs': 128, 'disable_log_stats': True, 'quantization': 'bitsandbytes', 'model': 'google/gemma-4-31B'}
INFO 04-03 06:14:01 [model.py:549] Resolved architecture: Gemma4ForConditionalGeneration
INFO 04-03 06:14:01 [model.py:1678] Using max model len 16384
INFO 04-03 06:14:01 [scheduler.py:238] Chunked prefill is enabled with max_num_batched_tokens=16384.
INFO 04-03 06:14:01 [config.py:104] Gemma4 model has heterogeneous head dimensions (head_dim=256, global_head_dim=512). Forcing TRITON_ATTN backend to prevent mixed-backend numerical divergence.
INFO 04-03 06:14:02 [vllm.py:790] Asynchronous scheduling is enabled.
(EngineCore pid=1162690) INFO 04-03 06:14:05 [core.py:105] Initializing a V1 LLM engine (v0.19.0) with config: model='google/gemma-4-31B', speculative_config=None, tokenizer='google/gemma-4-31B', skip_tokenizer_init=False, tokenizer_mode=auto, revision=None, tokenizer_revision=None, trust_remote_code=True, dtype=torch.bfloat16, max_seq_len=16384, download_dir=None, load_format=bitsandbytes, tensor_parallel_size=1, pipeline_parallel_size=1, data_parallel_size=1, decode_context_parallel_size=1, dcp_comm_backend=ag_rs, disable_custom_all_reduce=False, quantization=bitsandbytes, enforce_eager=False, enable_return_routed_experts=False, kv_cache_dtype=auto, device_config=cuda, structured_outputs_config=StructuredOutputsConfig(backend='auto', disable_any_whitespace=False, disable_additional_properties=False, reasoning_parser='', reasoning_parser_plugin='', enable_in_reasoning=False), observability_config=ObservabilityConfig(show_hidden_metrics_for_version=None, otlp_traces_endpoint=None, collect_detailed_traces=None, kv_cache_metrics=False, kv_cache_metrics_sample=0.01, cudagraph_metrics=False, enable_layerwise_nvtx_tracing=False, enable_mfu_metrics=False, enable_mm_processor_stats=False, enable_logging_iteration_details=False), seed=0, served_model_name=google/gemma-4-31B, enable_prefix_caching=True, enable_chunked_prefill=True, pooler_config=None, compilation_config={'mode': <CompilationMode.VLLM_COMPILE: 3>, 'debug_dump_path': None, 'cache_dir': '', 'compile_cache_save_format': 'binary', 'backend': 'inductor', 'custom_ops': ['none'], 'splitting_ops': ['vllm::unified_attention', 'vllm::unified_attention_with_output', 'vllm::unified_mla_attention', 'vllm::unified_mla_attention_with_output', 'vllm::mamba_mixer2', 'vllm::mamba_mixer', 'vllm::short_conv', 'vllm::linear_attention', 'vllm::plamo2_mamba_mixer', 'vllm::gdn_attention_core', 'vllm::olmo_hybrid_gdn_full_forward', 'vllm::kda_attention', 'vllm::sparse_attn_indexer', 'vllm::rocm_aiter_sparse_attn_indexer', 'vllm::unified_kv_cache_update', 'vllm::unified_mla_kv_cache_update'], 'compile_mm_encoder': False, 'cudagraph_mm_encoder': False, 'encoder_cudagraph_token_budgets': [], 'encoder_cudagraph_max_images_per_batch': 0, 'compile_sizes': [], 'compile_ranges_endpoints': [16384], 'inductor_compile_config': {'enable_auto_functionalized_v2': False, 'size_asserts': False, 'alignment_asserts': False, 'scalar_asserts': False, 'combo_kernels': True, 'benchmark_combo_kernel': True}, 'inductor_passes': {}, 'cudagraph_mode': <CUDAGraphMode.FULL_AND_PIECEWISE: (2, 1)>, 'cudagraph_num_of_warmups': 1, 'cudagraph_capture_sizes': [1, 2, 4, 8, 16, 24, 32, 40, 48, 56, 64, 72, 80, 88, 96, 104, 112, 120, 128, 136, 144, 152, 160, 168, 176, 184, 192, 200, 208, 216, 224, 232, 240, 248, 256], 'cudagraph_copy_inputs': False, 'cudagraph_specialize_lora': True, 'use_inductor_graph_partition': False, 'pass_config': {'fuse_norm_quant': False, 'fuse_act_quant': False, 'fuse_attn_quant': False, 'enable_sp': False, 'fuse_gemm_comms': False, 'fuse_allreduce_rms': False}, 'max_cudagraph_capture_size': 256, 'dynamic_shapes_config': {'type': <DynamicShapesType.BACKED: 'backed'>, 'evaluate_guards': False, 'assume_32_bit_indexing': False}, 'local_cache_dir': None, 'fast_moe_cold_start': True, 'static_all_moe_layers': []}
(EngineCore pid=1162690) INFO 04-03 06:14:05 [parallel_state.py:1400] world_size=1 rank=0 local_rank=0 distributed_init_method=tcp://132.199.137.208:45273 backend=nccl
(EngineCore pid=1162690) INFO 04-03 06:14:05 [parallel_state.py:1716] rank 0 in world size 1 is assigned as DP rank 0, PP rank 0, PCP rank 0, TP rank 0, EP rank N/A, EPLB rank N/A
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
(EngineCore pid=1162690) INFO 04-03 06:14:05 [gpu_model_runner.py:4735] Starting to load model google/gemma-4-31B...
(EngineCore pid=1162690) INFO 04-03 06:14:06 [cuda.py:274] Using AttentionBackendEnum.TRITON_ATTN backend.
(EngineCore pid=1162690) INFO 04-03 06:14:06 [cuda.py:274] Using AttentionBackendEnum.TRITON_ATTN backend.
(EngineCore pid=1162690) INFO 04-03 06:14:07 [bitsandbytes_loader.py:786] Loading weights with BitsAndBytes quantization. May take a while ...
Loading safetensors checkpoint shards:   0% Completed | 0/2 [00:00<?, ?it/s]
Loading safetensors checkpoint shards:  50% Completed | 1/2 [00:05<00:05,  5.33s/it]
Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:07<00:00,  3.40s/it]
Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:07<00:00,  3.69s/it]
(EngineCore pid=1162690) 
(EngineCore pid=1162690) INFO 04-03 06:14:15 [gpu_model_runner.py:4820] Model loading took 19.61 GiB memory and 9.417471 seconds
(EngineCore pid=1162690) INFO 04-03 06:14:15 [gpu_model_runner.py:5753] Encoder cache will be initialized with a budget of 16384 tokens, and profiled with 6 video items of the maximum feature size.
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] EngineCore failed to start.
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] Traceback (most recent call last):
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 1082, in run_engine_core
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     engine_core = EngineCoreProc(*args, engine_index=dp_rank, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/tracing/otel.py", line 178, in sync_wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 848, in __init__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     super().__init__(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 124, in __init__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     kv_cache_config = self._initialize_kv_caches(vllm_config)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/tracing/otel.py", line 178, in sync_wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 247, in _initialize_kv_caches
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     available_gpu_memory = self.model_executor.determine_available_memory()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/executor/abstract.py", line 136, in determine_available_memory
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.collective_rpc("determine_available_memory")
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/executor/uniproc_executor.py", line 80, in collective_rpc
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     result = run_method(self.driver_worker, method, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/serial_utils.py", line 510, in run_method
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_worker.py", line 370, in determine_available_memory
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.model_runner.profile_run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_model_runner.py", line 5782, in profile_run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     hidden_states, last_hidden_states = self._dummy_run(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                                         ^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_model_runner.py", line 5474, in _dummy_run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     outputs = self.model(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/cuda_graph.py", line 254, in __call__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.runnable(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._call_impl(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return forward_call(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/model_executor/models/gemma4_mm.py", line 1276, in forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     hidden_states = self.language_model.model(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 596, in __call__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.aot_compiled_fn = self.aot_compile(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/wrapper.py", line 176, in aot_compile
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._compiled_callable.aot_compile((args, kwargs))
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/eval_frame.py", line 832, in aot_compile
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return aot_compile_fullgraph(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/aot_compile.py", line 195, in aot_compile_fullgraph
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     capture_output = convert_frame.fullgraph_capture(model, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1208, in fullgraph_capture
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return _fullgraph_capture_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1250, in _fullgraph_capture_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     dynamo_output = compile_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1341, in compile_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     bytecode, tracer_output = transform_code_object(code, transform)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/bytecode_transformation.py", line 1600, in transform_code_object
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer_output = transformations(instructions, code_options)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1313, in transform
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer_output = trace_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 328, in _fn
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 838, in trace_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     run_tracer()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 819, in run_tracer
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 2582, in CALL_FUNCTION_EX
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, argsvars.items, kwargsvars)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/lazy.py", line 229, in realize_and_forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(self.realize(), name)(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/nn_module.py", line 1147, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return variables.UserFunctionVariable(fn, source=source).call_function(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 685, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return super().call_function(tx, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 401, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs)  # type: ignore[attr-defined]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1262, in inline_user_function_return
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return InliningInstructionTranslator.inline_call(self, fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4718, in inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tracer.inline_call_()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 550, in patched_inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inline_call(self_)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4935, in inline_call_
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 2582, in CALL_FUNCTION_EX
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, argsvars.items, kwargsvars)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/lazy.py", line 229, in realize_and_forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(self.realize(), name)(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/nn_module.py", line 1147, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return variables.UserFunctionVariable(fn, source=source).call_function(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 685, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return super().call_function(tx, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 401, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs)  # type: ignore[attr-defined]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1262, in inline_user_function_return
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return InliningInstructionTranslator.inline_call(self, fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4718, in inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tracer.inline_call_()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 550, in patched_inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inline_call(self_)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4935, in inline_call_
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 3807, in CALL
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self._call(inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 3798, in _call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/misc.py", line 1148, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.obj.call_method(tx, self.name, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/tensor.py", line 745, in call_method
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return wrap_fx_proxy(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2795, in wrap_fx_proxy
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2861, in wrap_fx_proxy_cls
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     out = _wrap_fx_proxy(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2972, in _wrap_fx_proxy
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3626, in get_fake_value
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise TorchRuntimeError(msg).with_traceback(e.__traceback__) from None
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3524, in get_fake_value
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     ret_val = wrap_fake_exception(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 2966, in wrap_fake_exception
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3525, in <lambda>
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     lambda: run_node(tx.output, node, args, kwargs, nnmodule)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3735, in run_node
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise RuntimeError(make_error_message(e)).with_traceback(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3705, in run_node
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(args[0], node.target)(*args[1:], **kwargs)  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_tensor.py", line 1066, in split
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return torch._VF.split_with_sizes(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_stats.py", line 29, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 1397, in __torch_dispatch__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.dispatch(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 2155, in dispatch
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._cached_dispatch_impl(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 1544, in _cached_dispatch_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     output = self._dispatch_impl(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 2707, in _dispatch_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     decomposition_table[func](*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_refs/__init__.py", line 4359, in split_with_sizes
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     torch._check_with(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/__init__.py", line 1714, in _check_with
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise error_type(message_evaluated)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] torch._dynamo.exc.TorchRuntimeError: Dynamo failed to run FX node with fake tensors: call_method split(*(FakeTensor(..., device='cuda:0', size=(s59, 18432), dtype=torch.bfloat16), [16384, 2048, 2048]), **{'dim': -1}): got ValueError("Split sizes add up to 20480 but got the tensor's size of 18432")

Code Example

Collecting environment information...
==============================
        System Info
==============================
OS                           : Ubuntu 24.04.3 LTS (x86_64)
GCC version                  : (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
Clang version                : Could not collect
CMake version                : Could not collect
Libc version                 : glibc-2.39

==============================
       PyTorch Info
==============================
PyTorch version              : 2.10.0+cu130
Is debug build               : False
CUDA used to build PyTorch   : 13.0
ROCM used to build PyTorch   : N/A

==============================
      Python Environment
==============================
Python version               : 3.12.12 (main, Feb 12 2026, 00:42:14) [Clang 21.1.4 ] (64-bit runtime)
Python platform              : Linux-6.8.0-90-generic-x86_64-with-glibc2.39

==============================
       CUDA / GPU Info
==============================
Is CUDA available            : True
CUDA runtime version         : Could not collect
CUDA_MODULE_LOADING set to   : 
GPU models and configuration : GPU 0: NVIDIA RTX PRO 6000 Blackwell Workstation Edition
Nvidia driver version        : 580.126.09
cuDNN version                : Could not collect
HIP runtime version          : N/A
MIOpen runtime version       : N/A
Is XNNPACK available         : True

==============================
          CPU Info
==============================
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):                               24
On-line CPU(s) list:                  0-23
Vendor ID:                            GenuineIntel
Model name:                           Intel(R) Core(TM) Ultra 9 285K
CPU family:                           6
Model:                                198
Thread(s) per core:                   1
Core(s) per socket:                   1
Socket(s):                            24
Stepping:                             2
CPU(s) scaling MHz:                   31%
CPU max MHz:                          7200,0000
CPU min MHz:                          800,0000
BogoMIPS:                             7372,80
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 art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb ssbd ibrs ibpb stibp ibrs_enhanced tpr_shadow flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid rdt_a rdseed adx smap clflushopt clwb intel_pt sha_ni xsaveopt xsavec xgetbv1 xsaves split_lock_detect user_shstk avx_vnni lam wbnoinvd dtherm ida arat pln pts hwp hwp_notify hwp_act_window hwp_epp hwp_pkg_req hfi vnmi umip pku ospke waitpkg gfni vaes vpclmulqdq tme rdpid bus_lock_detect movdiri movdir64b fsrm md_clear serialize pconfig arch_lbr ibt flush_l1d arch_capabilities ibpb_exit_to_user
Virtualization:                       VT-x
L1d cache:                            768 KiB (20 instances)
L1i cache:                            1,3 MiB (20 instances)
L2 cache:                             40 MiB (12 instances)
L3 cache:                             36 MiB (1 instance)
NUMA node(s):                         1
NUMA node0 CPU(s):                    0-23
Vulnerability Gather data sampling:   Not affected
Vulnerability Itlb multihit:          Not affected
Vulnerability L1tf:                   Not affected
Vulnerability Mds:                    Not affected
Vulnerability Meltdown:               Not affected
Vulnerability Mmio stale data:        Not affected
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; Enhanced / Automatic IBRS; IBPB conditional; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds:                  Not affected
Vulnerability Tsx async abort:        Not affected
Vulnerability Vmscape:                Mitigation; IBPB before exit to userspace

==============================
Versions of relevant libraries
==============================
[pip3] flashinfer-python==0.6.6
[pip3] numpy==2.4.4
[pip3] nvidia-cublas==13.1.0.3
[pip3] nvidia-cuda-cupti==13.0.85
[pip3] nvidia-cuda-nvrtc==13.0.88
[pip3] nvidia-cuda-runtime==13.0.96
[pip3] nvidia-cudnn-cu13==9.15.1.9
[pip3] nvidia-cudnn-frontend==1.18.0
[pip3] nvidia-cufft==12.0.0.61
[pip3] nvidia-cufile==1.15.1.6
[pip3] nvidia-curand==10.4.0.35
[pip3] nvidia-cusolver==12.0.4.66
[pip3] nvidia-cusparse==12.6.3.3
[pip3] nvidia-cusparselt-cu13==0.8.0
[pip3] nvidia-cutlass-dsl==4.4.2
[pip3] nvidia-cutlass-dsl-libs-base==4.4.2
[pip3] nvidia-ml-py==13.595.45
[pip3] nvidia-nccl-cu13==2.28.9
[pip3] nvidia-nvjitlink==13.0.88
[pip3] nvidia-nvshmem-cu13==3.4.5
[pip3] nvidia-nvtx==13.0.85
[pip3] pyzmq==27.1.0
[pip3] torch==2.10.0+cu130
[pip3] torch_c_dlpack_ext==0.1.5
[pip3] torchaudio==2.10.0+cu130
[pip3] torchvision==0.25.0+cu130
[pip3] transformers==5.5.0
[pip3] triton==3.6.0
[conda] numpy                       2.4.4            pypi_0              pypi
[conda] nvidia-cublas               13.1.0.3         pypi_0              pypi
[conda] nvidia-cuda-cupti           13.0.85          pypi_0              pypi
[conda] nvidia-cuda-nvrtc           13.0.88          pypi_0              pypi
[conda] nvidia-cuda-runtime         13.0.96          pypi_0              pypi
[conda] nvidia-cudnn-cu13           9.19.0.56        pypi_0              pypi
[conda] nvidia-cufft                12.0.0.61        pypi_0              pypi
[conda] nvidia-cufile               1.15.1.6         pypi_0              pypi
[conda] nvidia-curand               10.4.0.35        pypi_0              pypi
[conda] nvidia-cusolver             12.0.4.66        pypi_0              pypi
[conda] nvidia-cusparse             12.6.3.3         pypi_0              pypi
[conda] nvidia-cusparselt-cu13      0.8.0            pypi_0              pypi
[conda] nvidia-nccl-cu13            2.28.9           pypi_0              pypi
[conda] nvidia-nvjitlink            13.0.88          pypi_0              pypi
[conda] nvidia-nvshmem-cu13         3.4.5            pypi_0              pypi
[conda] nvidia-nvtx                 13.0.85          pypi_0              pypi
[conda] torch                       2.11.0           pypi_0              pypi
[conda] triton                      3.6.0            pypi_0              pypi

==============================
         vLLM Info
==============================
ROCM Version                 : Could not collect
vLLM Version                 : 0.19.0
vLLM Build Flags:
  CUDA Archs: Not Set; ROCm: Disabled
GPU Topology:
  	GPU0	CPU Affinity	NUMA Affinity	GPU NUMA ID
GPU0	 X 	0-23	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

==============================
     Environment Variables
==============================
PYTORCH_NVML_BASED_CUDA_CHECK=1
TORCHINDUCTOR_CACHE_DIR=/tmp/torchinductor_anonym
TORCHINDUCTOR_COMPILE_THREADS=1
LD_LIBRARY_PATH=/home/anonym/anonym/.venv/lib/python3.12/site-packages/cv2/../../lib64:

---

from vllm import LLM, SamplingParams
from vllm.sampling_params import StructuredOutputsParams
import time
import torch

model_name = "google/gemma-4-31B" # change to "google/gemma-3-27b-it" for Gemma 3 as a reference

print("Loading model...", end=" ", flush=True)
t0 = time.time()

llm = LLM(
    model=model_name,
    quantization="bitsandbytes",
    dtype="bfloat16",
    max_model_len=16384,
    gpu_memory_utilization=0.88,
    max_num_seqs=128,
    trust_remote_code=True,
    enforce_eager=False,
)

---

Loading model... INFO 04-03 06:14:00 [utils.py:233] non-default args: {'trust_remote_code': True, 'dtype': 'bfloat16', 'max_model_len': 16384, 'gpu_memory_utilization': 0.88, 'max_num_seqs': 128, 'disable_log_stats': True, 'quantization': 'bitsandbytes', 'model': 'google/gemma-4-31B'}
INFO 04-03 06:14:01 [model.py:549] Resolved architecture: Gemma4ForConditionalGeneration
INFO 04-03 06:14:01 [model.py:1678] Using max model len 16384
INFO 04-03 06:14:01 [scheduler.py:238] Chunked prefill is enabled with max_num_batched_tokens=16384.
INFO 04-03 06:14:01 [config.py:104] Gemma4 model has heterogeneous head dimensions (head_dim=256, global_head_dim=512). Forcing TRITON_ATTN backend to prevent mixed-backend numerical divergence.
INFO 04-03 06:14:02 [vllm.py:790] Asynchronous scheduling is enabled.
(EngineCore pid=1162690) INFO 04-03 06:14:05 [core.py:105] Initializing a V1 LLM engine (v0.19.0) with config: model='google/gemma-4-31B', speculative_config=None, tokenizer='google/gemma-4-31B', skip_tokenizer_init=False, tokenizer_mode=auto, revision=None, tokenizer_revision=None, trust_remote_code=True, dtype=torch.bfloat16, max_seq_len=16384, download_dir=None, load_format=bitsandbytes, tensor_parallel_size=1, pipeline_parallel_size=1, data_parallel_size=1, decode_context_parallel_size=1, dcp_comm_backend=ag_rs, disable_custom_all_reduce=False, quantization=bitsandbytes, enforce_eager=False, enable_return_routed_experts=False, kv_cache_dtype=auto, device_config=cuda, structured_outputs_config=StructuredOutputsConfig(backend='auto', disable_any_whitespace=False, disable_additional_properties=False, reasoning_parser='', reasoning_parser_plugin='', enable_in_reasoning=False), observability_config=ObservabilityConfig(show_hidden_metrics_for_version=None, otlp_traces_endpoint=None, collect_detailed_traces=None, kv_cache_metrics=False, kv_cache_metrics_sample=0.01, cudagraph_metrics=False, enable_layerwise_nvtx_tracing=False, enable_mfu_metrics=False, enable_mm_processor_stats=False, enable_logging_iteration_details=False), seed=0, served_model_name=google/gemma-4-31B, enable_prefix_caching=True, enable_chunked_prefill=True, pooler_config=None, compilation_config={'mode': <CompilationMode.VLLM_COMPILE: 3>, 'debug_dump_path': None, 'cache_dir': '', 'compile_cache_save_format': 'binary', 'backend': 'inductor', 'custom_ops': ['none'], 'splitting_ops': ['vllm::unified_attention', 'vllm::unified_attention_with_output', 'vllm::unified_mla_attention', 'vllm::unified_mla_attention_with_output', 'vllm::mamba_mixer2', 'vllm::mamba_mixer', 'vllm::short_conv', 'vllm::linear_attention', 'vllm::plamo2_mamba_mixer', 'vllm::gdn_attention_core', 'vllm::olmo_hybrid_gdn_full_forward', 'vllm::kda_attention', 'vllm::sparse_attn_indexer', 'vllm::rocm_aiter_sparse_attn_indexer', 'vllm::unified_kv_cache_update', 'vllm::unified_mla_kv_cache_update'], 'compile_mm_encoder': False, 'cudagraph_mm_encoder': False, 'encoder_cudagraph_token_budgets': [], 'encoder_cudagraph_max_images_per_batch': 0, 'compile_sizes': [], 'compile_ranges_endpoints': [16384], 'inductor_compile_config': {'enable_auto_functionalized_v2': False, 'size_asserts': False, 'alignment_asserts': False, 'scalar_asserts': False, 'combo_kernels': True, 'benchmark_combo_kernel': True}, 'inductor_passes': {}, 'cudagraph_mode': <CUDAGraphMode.FULL_AND_PIECEWISE: (2, 1)>, 'cudagraph_num_of_warmups': 1, 'cudagraph_capture_sizes': [1, 2, 4, 8, 16, 24, 32, 40, 48, 56, 64, 72, 80, 88, 96, 104, 112, 120, 128, 136, 144, 152, 160, 168, 176, 184, 192, 200, 208, 216, 224, 232, 240, 248, 256], 'cudagraph_copy_inputs': False, 'cudagraph_specialize_lora': True, 'use_inductor_graph_partition': False, 'pass_config': {'fuse_norm_quant': False, 'fuse_act_quant': False, 'fuse_attn_quant': False, 'enable_sp': False, 'fuse_gemm_comms': False, 'fuse_allreduce_rms': False}, 'max_cudagraph_capture_size': 256, 'dynamic_shapes_config': {'type': <DynamicShapesType.BACKED: 'backed'>, 'evaluate_guards': False, 'assume_32_bit_indexing': False}, 'local_cache_dir': None, 'fast_moe_cold_start': True, 'static_all_moe_layers': []}
(EngineCore pid=1162690) INFO 04-03 06:14:05 [parallel_state.py:1400] world_size=1 rank=0 local_rank=0 distributed_init_method=tcp://132.199.137.208:45273 backend=nccl
(EngineCore pid=1162690) INFO 04-03 06:14:05 [parallel_state.py:1716] rank 0 in world size 1 is assigned as DP rank 0, PP rank 0, PCP rank 0, TP rank 0, EP rank N/A, EPLB rank N/A
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
(EngineCore pid=1162690) INFO 04-03 06:14:05 [gpu_model_runner.py:4735] Starting to load model google/gemma-4-31B...
(EngineCore pid=1162690) INFO 04-03 06:14:06 [cuda.py:274] Using AttentionBackendEnum.TRITON_ATTN backend.
(EngineCore pid=1162690) INFO 04-03 06:14:06 [cuda.py:274] Using AttentionBackendEnum.TRITON_ATTN backend.
(EngineCore pid=1162690) INFO 04-03 06:14:07 [bitsandbytes_loader.py:786] Loading weights with BitsAndBytes quantization. May take a while ...
Loading safetensors checkpoint shards:   0% Completed | 0/2 [00:00<?, ?it/s]
Loading safetensors checkpoint shards:  50% Completed | 1/2 [00:05<00:05,  5.33s/it]
Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:07<00:00,  3.40s/it]
Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:07<00:00,  3.69s/it]
(EngineCore pid=1162690) 
(EngineCore pid=1162690) INFO 04-03 06:14:15 [gpu_model_runner.py:4820] Model loading took 19.61 GiB memory and 9.417471 seconds
(EngineCore pid=1162690) INFO 04-03 06:14:15 [gpu_model_runner.py:5753] Encoder cache will be initialized with a budget of 16384 tokens, and profiled with 6 video items of the maximum feature size.
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] EngineCore failed to start.
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] Traceback (most recent call last):
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 1082, in run_engine_core
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     engine_core = EngineCoreProc(*args, engine_index=dp_rank, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/tracing/otel.py", line 178, in sync_wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 848, in __init__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     super().__init__(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 124, in __init__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     kv_cache_config = self._initialize_kv_caches(vllm_config)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/tracing/otel.py", line 178, in sync_wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 247, in _initialize_kv_caches
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     available_gpu_memory = self.model_executor.determine_available_memory()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/executor/abstract.py", line 136, in determine_available_memory
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.collective_rpc("determine_available_memory")
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/executor/uniproc_executor.py", line 80, in collective_rpc
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     result = run_method(self.driver_worker, method, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/serial_utils.py", line 510, in run_method
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_worker.py", line 370, in determine_available_memory
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.model_runner.profile_run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_model_runner.py", line 5782, in profile_run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     hidden_states, last_hidden_states = self._dummy_run(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                                         ^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_model_runner.py", line 5474, in _dummy_run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     outputs = self.model(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/cuda_graph.py", line 254, in __call__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.runnable(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._call_impl(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return forward_call(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/model_executor/models/gemma4_mm.py", line 1276, in forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     hidden_states = self.language_model.model(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 596, in __call__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.aot_compiled_fn = self.aot_compile(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/wrapper.py", line 176, in aot_compile
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._compiled_callable.aot_compile((args, kwargs))
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/eval_frame.py", line 832, in aot_compile
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return aot_compile_fullgraph(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/aot_compile.py", line 195, in aot_compile_fullgraph
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     capture_output = convert_frame.fullgraph_capture(model, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1208, in fullgraph_capture
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return _fullgraph_capture_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1250, in _fullgraph_capture_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     dynamo_output = compile_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1341, in compile_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     bytecode, tracer_output = transform_code_object(code, transform)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/bytecode_transformation.py", line 1600, in transform_code_object
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer_output = transformations(instructions, code_options)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1313, in transform
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer_output = trace_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 328, in _fn
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 838, in trace_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     run_tracer()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 819, in run_tracer
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 2582, in CALL_FUNCTION_EX
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, argsvars.items, kwargsvars)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/lazy.py", line 229, in realize_and_forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(self.realize(), name)(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/nn_module.py", line 1147, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return variables.UserFunctionVariable(fn, source=source).call_function(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 685, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return super().call_function(tx, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 401, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs)  # type: ignore[attr-defined]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1262, in inline_user_function_return
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return InliningInstructionTranslator.inline_call(self, fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4718, in inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tracer.inline_call_()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 550, in patched_inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inline_call(self_)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4935, in inline_call_
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 2582, in CALL_FUNCTION_EX
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, argsvars.items, kwargsvars)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/lazy.py", line 229, in realize_and_forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(self.realize(), name)(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/nn_module.py", line 1147, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return variables.UserFunctionVariable(fn, source=source).call_function(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 685, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return super().call_function(tx, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 401, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs)  # type: ignore[attr-defined]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1262, in inline_user_function_return
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return InliningInstructionTranslator.inline_call(self, fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4718, in inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tracer.inline_call_()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 550, in patched_inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inline_call(self_)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4935, in inline_call_
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 3807, in CALL
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self._call(inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 3798, in _call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/misc.py", line 1148, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.obj.call_method(tx, self.name, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/tensor.py", line 745, in call_method
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return wrap_fx_proxy(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2795, in wrap_fx_proxy
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2861, in wrap_fx_proxy_cls
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     out = _wrap_fx_proxy(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2972, in _wrap_fx_proxy
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3626, in get_fake_value
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise TorchRuntimeError(msg).with_traceback(e.__traceback__) from None
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3524, in get_fake_value
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     ret_val = wrap_fake_exception(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 2966, in wrap_fake_exception
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3525, in <lambda>
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     lambda: run_node(tx.output, node, args, kwargs, nnmodule)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3735, in run_node
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise RuntimeError(make_error_message(e)).with_traceback(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3705, in run_node
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(args[0], node.target)(*args[1:], **kwargs)  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_tensor.py", line 1066, in split
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return torch._VF.split_with_sizes(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_stats.py", line 29, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 1397, in __torch_dispatch__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.dispatch(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 2155, in dispatch
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._cached_dispatch_impl(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 1544, in _cached_dispatch_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     output = self._dispatch_impl(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 2707, in _dispatch_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     decomposition_table[func](*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_refs/__init__.py", line 4359, in split_with_sizes
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     torch._check_with(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/__init__.py", line 1714, in _check_with
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise error_type(message_evaluated)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] torch._dynamo.exc.TorchRuntimeError: Dynamo failed to run FX node with fake tensors: call_method split(*(FakeTensor(..., device='cuda:0', size=(s59, 18432), dtype=torch.bfloat16), [16384, 2048, 2048]), **{'dim': -1}): got ValueError("Split sizes add up to 20480 but got the tensor's size of 18432")
RAW_BUFFERClick to expand / collapse

Your current environment

<details> <summary>The output of <code>python collect_env.py</code></summary>
Collecting environment information...
==============================
        System Info
==============================
OS                           : Ubuntu 24.04.3 LTS (x86_64)
GCC version                  : (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
Clang version                : Could not collect
CMake version                : Could not collect
Libc version                 : glibc-2.39

==============================
       PyTorch Info
==============================
PyTorch version              : 2.10.0+cu130
Is debug build               : False
CUDA used to build PyTorch   : 13.0
ROCM used to build PyTorch   : N/A

==============================
      Python Environment
==============================
Python version               : 3.12.12 (main, Feb 12 2026, 00:42:14) [Clang 21.1.4 ] (64-bit runtime)
Python platform              : Linux-6.8.0-90-generic-x86_64-with-glibc2.39

==============================
       CUDA / GPU Info
==============================
Is CUDA available            : True
CUDA runtime version         : Could not collect
CUDA_MODULE_LOADING set to   : 
GPU models and configuration : GPU 0: NVIDIA RTX PRO 6000 Blackwell Workstation Edition
Nvidia driver version        : 580.126.09
cuDNN version                : Could not collect
HIP runtime version          : N/A
MIOpen runtime version       : N/A
Is XNNPACK available         : True

==============================
          CPU Info
==============================
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):                               24
On-line CPU(s) list:                  0-23
Vendor ID:                            GenuineIntel
Model name:                           Intel(R) Core(TM) Ultra 9 285K
CPU family:                           6
Model:                                198
Thread(s) per core:                   1
Core(s) per socket:                   1
Socket(s):                            24
Stepping:                             2
CPU(s) scaling MHz:                   31%
CPU max MHz:                          7200,0000
CPU min MHz:                          800,0000
BogoMIPS:                             7372,80
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 art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb ssbd ibrs ibpb stibp ibrs_enhanced tpr_shadow flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid rdt_a rdseed adx smap clflushopt clwb intel_pt sha_ni xsaveopt xsavec xgetbv1 xsaves split_lock_detect user_shstk avx_vnni lam wbnoinvd dtherm ida arat pln pts hwp hwp_notify hwp_act_window hwp_epp hwp_pkg_req hfi vnmi umip pku ospke waitpkg gfni vaes vpclmulqdq tme rdpid bus_lock_detect movdiri movdir64b fsrm md_clear serialize pconfig arch_lbr ibt flush_l1d arch_capabilities ibpb_exit_to_user
Virtualization:                       VT-x
L1d cache:                            768 KiB (20 instances)
L1i cache:                            1,3 MiB (20 instances)
L2 cache:                             40 MiB (12 instances)
L3 cache:                             36 MiB (1 instance)
NUMA node(s):                         1
NUMA node0 CPU(s):                    0-23
Vulnerability Gather data sampling:   Not affected
Vulnerability Itlb multihit:          Not affected
Vulnerability L1tf:                   Not affected
Vulnerability Mds:                    Not affected
Vulnerability Meltdown:               Not affected
Vulnerability Mmio stale data:        Not affected
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; Enhanced / Automatic IBRS; IBPB conditional; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds:                  Not affected
Vulnerability Tsx async abort:        Not affected
Vulnerability Vmscape:                Mitigation; IBPB before exit to userspace

==============================
Versions of relevant libraries
==============================
[pip3] flashinfer-python==0.6.6
[pip3] numpy==2.4.4
[pip3] nvidia-cublas==13.1.0.3
[pip3] nvidia-cuda-cupti==13.0.85
[pip3] nvidia-cuda-nvrtc==13.0.88
[pip3] nvidia-cuda-runtime==13.0.96
[pip3] nvidia-cudnn-cu13==9.15.1.9
[pip3] nvidia-cudnn-frontend==1.18.0
[pip3] nvidia-cufft==12.0.0.61
[pip3] nvidia-cufile==1.15.1.6
[pip3] nvidia-curand==10.4.0.35
[pip3] nvidia-cusolver==12.0.4.66
[pip3] nvidia-cusparse==12.6.3.3
[pip3] nvidia-cusparselt-cu13==0.8.0
[pip3] nvidia-cutlass-dsl==4.4.2
[pip3] nvidia-cutlass-dsl-libs-base==4.4.2
[pip3] nvidia-ml-py==13.595.45
[pip3] nvidia-nccl-cu13==2.28.9
[pip3] nvidia-nvjitlink==13.0.88
[pip3] nvidia-nvshmem-cu13==3.4.5
[pip3] nvidia-nvtx==13.0.85
[pip3] pyzmq==27.1.0
[pip3] torch==2.10.0+cu130
[pip3] torch_c_dlpack_ext==0.1.5
[pip3] torchaudio==2.10.0+cu130
[pip3] torchvision==0.25.0+cu130
[pip3] transformers==5.5.0
[pip3] triton==3.6.0
[conda] numpy                       2.4.4            pypi_0              pypi
[conda] nvidia-cublas               13.1.0.3         pypi_0              pypi
[conda] nvidia-cuda-cupti           13.0.85          pypi_0              pypi
[conda] nvidia-cuda-nvrtc           13.0.88          pypi_0              pypi
[conda] nvidia-cuda-runtime         13.0.96          pypi_0              pypi
[conda] nvidia-cudnn-cu13           9.19.0.56        pypi_0              pypi
[conda] nvidia-cufft                12.0.0.61        pypi_0              pypi
[conda] nvidia-cufile               1.15.1.6         pypi_0              pypi
[conda] nvidia-curand               10.4.0.35        pypi_0              pypi
[conda] nvidia-cusolver             12.0.4.66        pypi_0              pypi
[conda] nvidia-cusparse             12.6.3.3         pypi_0              pypi
[conda] nvidia-cusparselt-cu13      0.8.0            pypi_0              pypi
[conda] nvidia-nccl-cu13            2.28.9           pypi_0              pypi
[conda] nvidia-nvjitlink            13.0.88          pypi_0              pypi
[conda] nvidia-nvshmem-cu13         3.4.5            pypi_0              pypi
[conda] nvidia-nvtx                 13.0.85          pypi_0              pypi
[conda] torch                       2.11.0           pypi_0              pypi
[conda] triton                      3.6.0            pypi_0              pypi

==============================
         vLLM Info
==============================
ROCM Version                 : Could not collect
vLLM Version                 : 0.19.0
vLLM Build Flags:
  CUDA Archs: Not Set; ROCm: Disabled
GPU Topology:
  	GPU0	CPU Affinity	NUMA Affinity	GPU NUMA ID
GPU0	 X 	0-23	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

==============================
     Environment Variables
==============================
PYTORCH_NVML_BASED_CUDA_CHECK=1
TORCHINDUCTOR_CACHE_DIR=/tmp/torchinductor_anonym
TORCHINDUCTOR_COMPILE_THREADS=1
LD_LIBRARY_PATH=/home/anonym/anonym/.venv/lib/python3.12/site-packages/cv2/../../lib64:
</details>

🐛 Describe the bug

I can't load Gemma 4 on my RTX A6000 Pro (96 GB VRAM), CUDA 0.13

from vllm import LLM, SamplingParams
from vllm.sampling_params import StructuredOutputsParams
import time
import torch

model_name = "google/gemma-4-31B" # change to "google/gemma-3-27b-it" for Gemma 3 as a reference

print("Loading model...", end=" ", flush=True)
t0 = time.time()

llm = LLM(
    model=model_name,
    quantization="bitsandbytes",
    dtype="bfloat16",
    max_model_len=16384,
    gpu_memory_utilization=0.88,
    max_num_seqs=128,
    trust_remote_code=True,
    enforce_eager=False,
)
Loading model... INFO 04-03 06:14:00 [utils.py:233] non-default args: {'trust_remote_code': True, 'dtype': 'bfloat16', 'max_model_len': 16384, 'gpu_memory_utilization': 0.88, 'max_num_seqs': 128, 'disable_log_stats': True, 'quantization': 'bitsandbytes', 'model': 'google/gemma-4-31B'}
INFO 04-03 06:14:01 [model.py:549] Resolved architecture: Gemma4ForConditionalGeneration
INFO 04-03 06:14:01 [model.py:1678] Using max model len 16384
INFO 04-03 06:14:01 [scheduler.py:238] Chunked prefill is enabled with max_num_batched_tokens=16384.
INFO 04-03 06:14:01 [config.py:104] Gemma4 model has heterogeneous head dimensions (head_dim=256, global_head_dim=512). Forcing TRITON_ATTN backend to prevent mixed-backend numerical divergence.
INFO 04-03 06:14:02 [vllm.py:790] Asynchronous scheduling is enabled.
(EngineCore pid=1162690) INFO 04-03 06:14:05 [core.py:105] Initializing a V1 LLM engine (v0.19.0) with config: model='google/gemma-4-31B', speculative_config=None, tokenizer='google/gemma-4-31B', skip_tokenizer_init=False, tokenizer_mode=auto, revision=None, tokenizer_revision=None, trust_remote_code=True, dtype=torch.bfloat16, max_seq_len=16384, download_dir=None, load_format=bitsandbytes, tensor_parallel_size=1, pipeline_parallel_size=1, data_parallel_size=1, decode_context_parallel_size=1, dcp_comm_backend=ag_rs, disable_custom_all_reduce=False, quantization=bitsandbytes, enforce_eager=False, enable_return_routed_experts=False, kv_cache_dtype=auto, device_config=cuda, structured_outputs_config=StructuredOutputsConfig(backend='auto', disable_any_whitespace=False, disable_additional_properties=False, reasoning_parser='', reasoning_parser_plugin='', enable_in_reasoning=False), observability_config=ObservabilityConfig(show_hidden_metrics_for_version=None, otlp_traces_endpoint=None, collect_detailed_traces=None, kv_cache_metrics=False, kv_cache_metrics_sample=0.01, cudagraph_metrics=False, enable_layerwise_nvtx_tracing=False, enable_mfu_metrics=False, enable_mm_processor_stats=False, enable_logging_iteration_details=False), seed=0, served_model_name=google/gemma-4-31B, enable_prefix_caching=True, enable_chunked_prefill=True, pooler_config=None, compilation_config={'mode': <CompilationMode.VLLM_COMPILE: 3>, 'debug_dump_path': None, 'cache_dir': '', 'compile_cache_save_format': 'binary', 'backend': 'inductor', 'custom_ops': ['none'], 'splitting_ops': ['vllm::unified_attention', 'vllm::unified_attention_with_output', 'vllm::unified_mla_attention', 'vllm::unified_mla_attention_with_output', 'vllm::mamba_mixer2', 'vllm::mamba_mixer', 'vllm::short_conv', 'vllm::linear_attention', 'vllm::plamo2_mamba_mixer', 'vllm::gdn_attention_core', 'vllm::olmo_hybrid_gdn_full_forward', 'vllm::kda_attention', 'vllm::sparse_attn_indexer', 'vllm::rocm_aiter_sparse_attn_indexer', 'vllm::unified_kv_cache_update', 'vllm::unified_mla_kv_cache_update'], 'compile_mm_encoder': False, 'cudagraph_mm_encoder': False, 'encoder_cudagraph_token_budgets': [], 'encoder_cudagraph_max_images_per_batch': 0, 'compile_sizes': [], 'compile_ranges_endpoints': [16384], 'inductor_compile_config': {'enable_auto_functionalized_v2': False, 'size_asserts': False, 'alignment_asserts': False, 'scalar_asserts': False, 'combo_kernels': True, 'benchmark_combo_kernel': True}, 'inductor_passes': {}, 'cudagraph_mode': <CUDAGraphMode.FULL_AND_PIECEWISE: (2, 1)>, 'cudagraph_num_of_warmups': 1, 'cudagraph_capture_sizes': [1, 2, 4, 8, 16, 24, 32, 40, 48, 56, 64, 72, 80, 88, 96, 104, 112, 120, 128, 136, 144, 152, 160, 168, 176, 184, 192, 200, 208, 216, 224, 232, 240, 248, 256], 'cudagraph_copy_inputs': False, 'cudagraph_specialize_lora': True, 'use_inductor_graph_partition': False, 'pass_config': {'fuse_norm_quant': False, 'fuse_act_quant': False, 'fuse_attn_quant': False, 'enable_sp': False, 'fuse_gemm_comms': False, 'fuse_allreduce_rms': False}, 'max_cudagraph_capture_size': 256, 'dynamic_shapes_config': {'type': <DynamicShapesType.BACKED: 'backed'>, 'evaluate_guards': False, 'assume_32_bit_indexing': False}, 'local_cache_dir': None, 'fast_moe_cold_start': True, 'static_all_moe_layers': []}
(EngineCore pid=1162690) INFO 04-03 06:14:05 [parallel_state.py:1400] world_size=1 rank=0 local_rank=0 distributed_init_method=tcp://132.199.137.208:45273 backend=nccl
(EngineCore pid=1162690) INFO 04-03 06:14:05 [parallel_state.py:1716] rank 0 in world size 1 is assigned as DP rank 0, PP rank 0, PCP rank 0, TP rank 0, EP rank N/A, EPLB rank N/A
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
[Gloo] Rank 0 is connected to 0 peer ranks. Expected number of connected peer ranks is : 0
(EngineCore pid=1162690) INFO 04-03 06:14:05 [gpu_model_runner.py:4735] Starting to load model google/gemma-4-31B...
(EngineCore pid=1162690) INFO 04-03 06:14:06 [cuda.py:274] Using AttentionBackendEnum.TRITON_ATTN backend.
(EngineCore pid=1162690) INFO 04-03 06:14:06 [cuda.py:274] Using AttentionBackendEnum.TRITON_ATTN backend.
(EngineCore pid=1162690) INFO 04-03 06:14:07 [bitsandbytes_loader.py:786] Loading weights with BitsAndBytes quantization. May take a while ...
Loading safetensors checkpoint shards:   0% Completed | 0/2 [00:00<?, ?it/s]
Loading safetensors checkpoint shards:  50% Completed | 1/2 [00:05<00:05,  5.33s/it]
Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:07<00:00,  3.40s/it]
Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:07<00:00,  3.69s/it]
(EngineCore pid=1162690) 
(EngineCore pid=1162690) INFO 04-03 06:14:15 [gpu_model_runner.py:4820] Model loading took 19.61 GiB memory and 9.417471 seconds
(EngineCore pid=1162690) INFO 04-03 06:14:15 [gpu_model_runner.py:5753] Encoder cache will be initialized with a budget of 16384 tokens, and profiled with 6 video items of the maximum feature size.
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] EngineCore failed to start.
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] Traceback (most recent call last):
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 1082, in run_engine_core
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     engine_core = EngineCoreProc(*args, engine_index=dp_rank, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/tracing/otel.py", line 178, in sync_wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 848, in __init__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     super().__init__(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 124, in __init__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     kv_cache_config = self._initialize_kv_caches(vllm_config)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/tracing/otel.py", line 178, in sync_wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/engine/core.py", line 247, in _initialize_kv_caches
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     available_gpu_memory = self.model_executor.determine_available_memory()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/executor/abstract.py", line 136, in determine_available_memory
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.collective_rpc("determine_available_memory")
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/executor/uniproc_executor.py", line 80, in collective_rpc
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     result = run_method(self.driver_worker, method, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/serial_utils.py", line 510, in run_method
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_worker.py", line 370, in determine_available_memory
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.model_runner.profile_run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_model_runner.py", line 5782, in profile_run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     hidden_states, last_hidden_states = self._dummy_run(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                                         ^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return func(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/v1/worker/gpu_model_runner.py", line 5474, in _dummy_run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     outputs = self.model(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/cuda_graph.py", line 254, in __call__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.runnable(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._call_impl(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return forward_call(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/model_executor/models/gemma4_mm.py", line 1276, in forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     hidden_states = self.language_model.model(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 596, in __call__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.aot_compiled_fn = self.aot_compile(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/wrapper.py", line 176, in aot_compile
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._compiled_callable.aot_compile((args, kwargs))
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/eval_frame.py", line 832, in aot_compile
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return aot_compile_fullgraph(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/aot_compile.py", line 195, in aot_compile_fullgraph
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     capture_output = convert_frame.fullgraph_capture(model, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1208, in fullgraph_capture
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return _fullgraph_capture_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1250, in _fullgraph_capture_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     dynamo_output = compile_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1341, in compile_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     bytecode, tracer_output = transform_code_object(code, transform)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/bytecode_transformation.py", line 1600, in transform_code_object
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer_output = transformations(instructions, code_options)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 1313, in transform
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer_output = trace_frame(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 328, in _fn
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 838, in trace_frame
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     run_tracer()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/convert_frame.py", line 819, in run_tracer
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     tracer.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 2582, in CALL_FUNCTION_EX
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, argsvars.items, kwargsvars)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/lazy.py", line 229, in realize_and_forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(self.realize(), name)(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/nn_module.py", line 1147, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return variables.UserFunctionVariable(fn, source=source).call_function(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 685, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return super().call_function(tx, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 401, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs)  # type: ignore[attr-defined]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1262, in inline_user_function_return
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return InliningInstructionTranslator.inline_call(self, fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4718, in inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tracer.inline_call_()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 550, in patched_inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inline_call(self_)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4935, in inline_call_
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 2582, in CALL_FUNCTION_EX
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, argsvars.items, kwargsvars)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/lazy.py", line 229, in realize_and_forward
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(self.realize(), name)(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/nn_module.py", line 1147, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return variables.UserFunctionVariable(fn, source=source).call_function(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 685, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return super().call_function(tx, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/functions.py", line 401, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tx.inline_user_function_return(self, [*self.self_args(), *args], kwargs)  # type: ignore[attr-defined]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1262, in inline_user_function_return
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return InliningInstructionTranslator.inline_call(self, fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4718, in inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return tracer.inline_call_()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/vllm/compilation/decorators.py", line 550, in patched_inline_call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inline_call(self_)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 4935, in inline_call_
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.run()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1654, in run
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     while self.step():
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1334, in step
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.dispatch_table[inst.opcode](self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 866, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return inner_fn(self, inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 3807, in CALL
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self._call(inst)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 3798, in _call
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.call_function(fn, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/symbolic_convert.py", line 1240, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     self.push(fn.call_function(self, args, kwargs))  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/misc.py", line 1148, in call_function
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.obj.call_method(tx, self.name, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/tensor.py", line 745, in call_method
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return wrap_fx_proxy(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2795, in wrap_fx_proxy
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2861, in wrap_fx_proxy_cls
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     out = _wrap_fx_proxy(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]           ^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builder.py", line 2972, in _wrap_fx_proxy
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3626, in get_fake_value
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise TorchRuntimeError(msg).with_traceback(e.__traceback__) from None
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3524, in get_fake_value
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     ret_val = wrap_fake_exception(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]               ^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 2966, in wrap_fake_exception
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn()
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3525, in <lambda>
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     lambda: run_node(tx.output, node, args, kwargs, nnmodule)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3735, in run_node
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise RuntimeError(make_error_message(e)).with_traceback(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_dynamo/utils.py", line 3705, in run_node
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return getattr(args[0], node.target)(*args[1:], **kwargs)  # type: ignore[arg-type]
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_tensor.py", line 1066, in split
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return torch._VF.split_with_sizes(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/utils/_stats.py", line 29, in wrapper
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return fn(*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 1397, in __torch_dispatch__
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self.dispatch(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 2155, in dispatch
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     return self._cached_dispatch_impl(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 1544, in _cached_dispatch_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     output = self._dispatch_impl(func, types, args, kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_subclasses/fake_tensor.py", line 2707, in _dispatch_impl
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     decomposition_table[func](*args, **kwargs)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/_refs/__init__.py", line 4359, in split_with_sizes
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     torch._check_with(
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]   File "/home/anonym/anonym/.venv/lib/python3.12/site-packages/torch/__init__.py", line 1714, in _check_with
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108]     raise error_type(message_evaluated)
(EngineCore pid=1162690) ERROR 04-03 06:14:31 [core.py:1108] torch._dynamo.exc.TorchRuntimeError: Dynamo failed to run FX node with fake tensors: call_method split(*(FakeTensor(..., device='cuda:0', size=(s59, 18432), dtype=torch.bfloat16), [16384, 2048, 2048]), **{'dim': -1}): got ValueError("Split sizes add up to 20480 but got the tensor's size of 18432")

Before submitting a new issue...

  • Make sure you already searched for relevant issues, and asked the chatbot living at the bottom right corner of the documentation page, which can answer lots of frequently asked questions.

extent analysis

TL;DR

The error message indicates a failure in the Dynamo runtime, specifically with the split function, suggesting an issue with tensor sizes.

Guidance

  1. Check tensor sizes: The error message mentions a mismatch between the split sizes and the tensor size. Verify that the tensor size (18432) matches the expected size based on the split sizes (16384, 2048, 2048).
  2. Review model configuration: Ensure that the model configuration, particularly the max_model_len and gpu_memory_utilization parameters, is suitable for the available GPU memory and the specific model being loaded (Gemma 4).
  3. Consider reducing model size or adjusting configuration: If the model is too large for the available GPU memory, consider reducing the max_model_len or adjusting the gpu_memory_utilization to a lower value to alleviate memory constraints.

Example

No specific code example is provided, as the issue seems related to the interaction between the model, its configuration, and the GPU resources rather than a straightforward code fix.

Notes

  • The error is not directly related to a specific code snippet but rather to the runtime environment and model configuration.
  • Ensuring that the GPU has sufficient memory and that the model configuration is appropriate for the available resources is crucial.

Recommendation

Apply a workaround by adjusting the model configuration, specifically reducing max_model_len or adjusting gpu_memory_utilization, to better match the available GPU resources. This might require some experimentation to find the optimal balance between model size and GPU memory utilization.

Vote matrix · Quick signals

Works
Did the solution work? Tap to confirm.
Easy Fix
Was it a quick fix?
Time Saver
Did it save you time?
Blocking
Was it severely blocking?
Common Issue
Are others likely hitting this too?
Flaky / Intermittent
Is it intermittent?
Verified / Reproducible
Can you reproduce it reliably?
Loading…

Still need to ship something?

×6

Another batch ranked right after the header list — different links, same matching logic.

Back to top recommendations

TRENDING