benchmarks / 2024-09-25-18-39-35 /benchmark_config.json
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{
"name": "2024-09-25-18-39-35",
"backend": {
"name": "pytorch",
"version": "2.3.0",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "feature-extraction",
"library": "transformers",
"model_type": "bert",
"model": "bert-base-uncased",
"processor": "bert-base-uncased",
"device": "cpu",
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"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"no_weights": false,
"device_map": null,
"torch_dtype": "float32",
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": null,
"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": {
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"num_choices": 2,
"sequence_length": 16
},
"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": " 12th Gen Intel(R) Core(TM) i9-12900H",
"cpu_count": 20,
"cpu_ram_mb": 8162.504704,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.15.153.1-microsoft-standard-WSL2-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.9.16",
"gpu": [
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],
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"optimum_benchmark_commit": null,
"transformers_version": "4.39.3",
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"accelerate_version": "0.22.0",
"accelerate_commit": null,
"diffusers_version": "0.30.3",
"diffusers_commit": null,
"optimum_version": "1.22.0",
"optimum_commit": null,
"timm_version": null,
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"peft_version": "0.5.0",
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}
}