test_api_push_to_hub_mixin/benchmark.json

{
    "config": {
        "name": "test_api_push_to_hub_mixin",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "model_type": "bert",
            "model": "google-bert/bert-base-uncased",
            "processor": "google-bert/bert-base-uncased",
            "device": "cpu",
            "device_ids": null,
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": false,
            "device_map": null,
            "torch_dtype": null,
            "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": 1,
            "duration": 1,
            "warmup_runs": 1,
            "input_shapes": {
                "batch_size": 2,
                "sequence_length": 16,
                "num_choices": 2
            },
            "new_tokens": null,
            "memory": true,
            "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": "AMD64 Family 25 Model 1 Stepping 1, AuthenticAMD",
            "cpu_count": 4,
            "cpu_ram_mb": 17179.398144,
            "system": "Windows",
            "machine": "AMD64",
            "platform": "Windows-10-10.0.20348-SP0",
            "processor": "AMD64 Family 25 Model 1 Stepping 1, AuthenticAMD",
            "python_version": "3.9.13",
            "optimum_benchmark_version": "0.5.0.dev0",
            "optimum_benchmark_commit": "4f95028868ff9375a69c6fc23903ac3b186eea0c",
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.11",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load_model": {
            "memory": {
                "unit": "MB",
                "max_ram": 474.918912,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    2.8872336
                ],
                "count": 1,
                "total": 2.8872336,
                "mean": 2.8872336,
                "p50": 2.8872336,
                "p90": 2.8872336,
                "p95": 2.8872336,
                "p99": 2.8872336,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 843.501568,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.1325877999999996,
                    0.10183549999999997,
                    0.12236509999999967,
                    0.12417699999999954,
                    0.1154452999999993,
                    0.10138489999999933,
                    0.14011620000000136,
                    0.11418749999999989,
                    0.109645200000001
                ],
                "count": 9,
                "total": 1.0617444999999996,
                "mean": 0.11797161111111107,
                "p50": 0.1154452999999993,
                "p90": 0.13409347999999993,
                "p95": 0.13710484000000064,
                "p99": 0.1395139280000012,
                "stdev": 0.012415712824969187,
                "stdev_": 10.524322511180676
            },
            "throughput": {
                "unit": "samples/s",
                "value": 16.953231215231167
            },
            "energy": null,
            "efficiency": null
        }
    }
}