OnnxRuntime-Encoder-Benchmark / pytorch_config.json
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{
"name": "pytorch",
"backend": {
"name": "pytorch",
"version": "2.8.0",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"model": "bert-base-uncased",
"processor": "bert-base-uncased",
"task": "fill-mask",
"library": "transformers",
"model_type": "bert",
"device": "cuda",
"device_ids": "0,1,2,3,4",
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"no_weights": true,
"tp_plan": null,
"device_map": null,
"torch_dtype": null,
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": null,
"allow_tf32": false,
"autocast_enabled": false,
"autocast_dtype": null,
"torch_compile": false,
"torch_compile_target": "forward",
"torch_compile_config": {},
"quantization_scheme": null,
"quantization_config": {},
"deepspeed_inference": false,
"deepspeed_inference_config": {},
"peft_type": null,
"peft_config": {}
},
"scenario": {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 10,
"duration": 10,
"warmup_runs": 10,
"input_shapes": {
"batch_size": 1,
"sequence_length": 256
},
"new_tokens": null,
"memory": false,
"latency": true,
"energy": false,
"forward_kwargs": {},
"generate_kwargs": {},
"call_kwargs": {}
},
"launcher": {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": false,
"device_isolation_action": null,
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7742 64-Core Processor",
"cpu_count": 128,
"cpu_ram_mb": 540671.623168,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.4.0-216-generic-x86_64-with-glibc2.31",
"processor": "x86_64",
"python_version": "3.10.18",
"gpu": [
"NVIDIA A100-SXM4-80GB",
"NVIDIA A100-SXM4-80GB",
"NVIDIA A100-SXM4-80GB",
"NVIDIA DGX Display",
"NVIDIA A100-SXM4-80GB"
],
"gpu_count": 5,
"gpu_vram_mb": 347892350976,
"optimum_benchmark_version": "0.7.0.dev0",
"optimum_benchmark_commit": "f1682a2a222be6c725f79bf4038bf5439ec5850f",
"transformers_version": "4.56.2",
"transformers_commit": "f1682a2a222be6c725f79bf4038bf5439ec5850f",
"accelerate_version": "1.10.1",
"accelerate_commit": "f1682a2a222be6c725f79bf4038bf5439ec5850f",
"diffusers_version": "0.35.1",
"diffusers_commit": "f1682a2a222be6c725f79bf4038bf5439ec5850f",
"optimum_version": "1.27.0",
"optimum_commit": null,
"timm_version": "1.0.20",
"timm_commit": "f1682a2a222be6c725f79bf4038bf5439ec5850f",
"peft_version": "0.17.1",
"peft_commit": "f1682a2a222be6c725f79bf4038bf5439ec5850f"
},
"print_report": false,
"log_report": true
}