IlyasMoutawwakil's picture
Upload cpu_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
065da2c verified
raw
history blame
6.33 kB
{
"config": {
"name": "cpu_inference_timm_image-classification_timm/resnet50.a1_in1k",
"backend": {
"name": "pytorch",
"version": "2.4.0+cpu",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "image-classification",
"library": "timm",
"model_type": "resnet50",
"model": "timm/resnet50.a1_in1k",
"processor": "timm/resnet50.a1_in1k",
"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": 1,
"num_choices": 2,
"sequence_length": 2
},
"new_tokens": null,
"memory": true,
"latency": true,
"energy": true,
"forward_kwargs": {},
"generate_kwargs": {
"max_new_tokens": 2,
"min_new_tokens": 2
},
"call_kwargs": {
"num_inference_steps": 2
}
},
"launcher": {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": false,
"device_isolation_action": "error",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 4,
"cpu_ram_mb": 16757.342208,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.14",
"optimum_benchmark_version": "0.4.0",
"optimum_benchmark_commit": "1962c645966bca38419d82300778cd7d5eb23444",
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.33.0",
"accelerate_commit": null,
"diffusers_version": "0.30.2",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.9",
"timm_commit": null,
"peft_version": null,
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 528.351232,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 1,
"total": 3.312742756000006,
"mean": 3.312742756000006,
"stdev": 0.0,
"p50": 3.312742756000006,
"p90": 3.312742756000006,
"p95": 3.312742756000006,
"p99": 3.312742756000006,
"values": [
3.312742756000006
]
},
"throughput": null,
"energy": {
"unit": "kWh",
"cpu": 1.0326326266667096e-05,
"ram": 4.312889739851895e-07,
"gpu": 0,
"total": 1.0757615240652285e-05
},
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 557.924352,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 12,
"total": 1.0327231090000737,
"mean": 0.08606025908333947,
"stdev": 0.005947522497864341,
"p50": 0.08737885450000249,
"p90": 0.09283949230001838,
"p95": 0.09438565585001868,
"p99": 0.09554066157001842,
"values": [
0.08659132500000055,
0.08851267400001461,
0.08550242800001229,
0.08816638400000443,
0.0856247989999872,
0.08955532300001323,
0.09320440000001895,
0.09582941300001835,
0.08878328299999794,
0.07697167000000604,
0.07688622899999586,
0.07709518100000423
]
},
"throughput": {
"unit": "samples/s",
"value": 11.61976515817382
},
"energy": {
"unit": "kWh",
"cpu": 3.0221216337606994e-06,
"ram": 1.2629888553265716e-07,
"gpu": 0.0,
"total": 3.148420519293356e-06
},
"efficiency": {
"unit": "samples/kWh",
"value": 317619.5790467164
}
}
}
}