IlyasMoutawwakil's picture
Upload cpu_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4/benchmark.json with huggingface_hub
b352fcd verified
raw
history blame
5.87 kB
{
"config": {
"name": "cpu_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4",
"backend": {
"name": "pytorch",
"version": "2.4.0+cpu",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "text-to-image",
"library": "diffusers",
"model_type": "stable-diffusion",
"model": "CompVis/stable-diffusion-v1-4",
"processor": "CompVis/stable-diffusion-v1-4",
"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-6.5.0-1024-azure-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.14",
"optimum_benchmark_version": "0.3.1",
"optimum_benchmark_commit": "16c37a2d0a7e1a726b6a2a50e2fbcf32df3b575c",
"transformers_version": "4.43.3",
"transformers_commit": null,
"accelerate_version": "0.33.0",
"accelerate_commit": null,
"diffusers_version": "0.29.2",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.8",
"timm_commit": null,
"peft_version": null,
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 559.251456,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 1,
"total": 19.43276266500004,
"mean": 19.43276266500004,
"stdev": 0.0,
"p50": 19.43276266500004,
"p90": 19.43276266500004,
"p95": 19.43276266500004,
"p99": 19.43276266500004,
"values": [
19.43276266500004
]
},
"throughput": null,
"energy": {
"unit": "kWh",
"cpu": 0.000628780894809299,
"ram": 2.628452855075693e-05,
"gpu": 0,
"total": 0.0006550654233600559
},
"efficiency": null
},
"call": {
"memory": {
"unit": "MB",
"max_ram": 5906.477056,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 1,
"total": 48.40600929799996,
"mean": 48.40600929799996,
"stdev": 0.0,
"p50": 48.40600929799996,
"p90": 48.40600929799996,
"p95": 48.40600929799996,
"p99": 48.40600929799996,
"values": [
48.40600929799996
]
},
"throughput": {
"unit": "images/s",
"value": 0.020658592073635743
},
"energy": {
"unit": "kWh",
"cpu": 0.0018808582279417252,
"ram": 7.86252102109404e-05,
"gpu": 0.0,
"total": 0.0019594834381526658
},
"efficiency": {
"unit": "images/kWh",
"value": 510.33858236779275
}
}
}
}