IlyasMoutawwakil
HF staff
Upload cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4/benchmark.json with huggingface_hub
90d8d54
verified
{ | |
"config": { | |
"name": "cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.5.1+cu124", | |
"_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": "cuda", | |
"device_ids": "0", | |
"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": 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": true, | |
"device_isolation_action": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.248768, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"optimum_benchmark_version": "0.5.0.dev0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.47.0", | |
"transformers_commit": null, | |
"accelerate_version": "1.2.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.12", | |
"timm_commit": null, | |
"peft_version": "0.14.0", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load_model": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 4245.671936, | |
"max_global_vram": 6165.102592, | |
"max_process_vram": 0.0, | |
"max_reserved": 5572.132864, | |
"max_allocated": 5512.962048 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
46.546125 | |
], | |
"count": 1, | |
"total": 46.546125, | |
"mean": 46.546125, | |
"p50": 46.546125, | |
"p90": 46.546125, | |
"p95": 46.546125, | |
"p99": 46.546125, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.000644777800618751, | |
"ram": 0.0003533574121406996, | |
"gpu": 0.000864887636353999, | |
"total": 0.0018630228491134495 | |
}, | |
"efficiency": null | |
}, | |
"call": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1515.60192, | |
"max_global_vram": 9306.636288, | |
"max_process_vram": 0.0, | |
"max_reserved": 8654.946304, | |
"max_allocated": 7542.2464 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
1.214435302734375 | |
], | |
"count": 1, | |
"total": 1.214435302734375, | |
"mean": 1.214435302734375, | |
"p50": 1.214435302734375, | |
"p90": 1.214435302734375, | |
"p95": 1.214435302734375, | |
"p99": 1.214435302734375, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": { | |
"unit": "images/s", | |
"value": 1.6468559465431203 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.4413632750002905e-05, | |
"ram": 7.880098765430444e-06, | |
"gpu": 8.236506589199763e-05, | |
"total": 0.00010465879740743141 | |
}, | |
"efficiency": { | |
"unit": "images/kWh", | |
"value": 19109.716999843797 | |
} | |
}, | |
"per_step": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.26388885498046877, | |
0.26430975341796875 | |
], | |
"count": 2, | |
"total": 0.5281986083984376, | |
"mean": 0.2640993041992188, | |
"p50": 0.2640993041992188, | |
"p90": 0.26426766357421877, | |
"p95": 0.26428870849609376, | |
"p99": 0.2643055444335938, | |
"stdev": 0.00021044921874999178, | |
"stdev_": 0.07968563922881183 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |