IlyasMoutawwakil's picture
Upload cpu_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4/benchmark.json with huggingface_hub
20147b3 verified
raw
history blame
6.72 kB
{
"config": {
"name": "cpu_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4",
"backend": {
"name": "pytorch",
"version": "2.5.1+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": 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": false,
"device_isolation_action": null,
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 4,
"cpu_ram_mb": 16766.779392,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-6.8.0-1017-azure-x86_64-with-glibc2.39",
"processor": "x86_64",
"python_version": "3.10.15",
"optimum_benchmark_version": "0.5.0.dev0",
"optimum_benchmark_commit": "cd2f6181934acf2424f1183f5fce924d249303d4",
"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": null,
"peft_commit": null
},
"print_report": true,
"log_report": true
},
"report": {
"load_model": {
"memory": {
"unit": "MB",
"max_ram": 568.29952,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
17.958020980000015
],
"count": 1,
"total": 17.958020980000015,
"mean": 17.958020980000015,
"p50": 17.958020980000015,
"p90": 17.958020980000015,
"p95": 17.958020980000015,
"p99": 17.958020980000015,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": {
"unit": "kWh",
"cpu": 0.0008232525393555553,
"ram": 3.4433413233464666e-05,
"gpu": 0,
"total": 0.00085768595258902
},
"efficiency": null
},
"call": {
"memory": {
"unit": "MB",
"max_ram": 7624.318976,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
107.62261873800003
],
"count": 1,
"total": 107.62261873800003,
"mean": 107.62261873800003,
"p50": 107.62261873800003,
"p90": 107.62261873800003,
"p95": 107.62261873800003,
"p99": 107.62261873800003,
"stdev": 0,
"stdev_": 0
},
"throughput": {
"unit": "images/s",
"value": 0.01858345414237563
},
"energy": {
"unit": "kWh",
"cpu": 0.004219406824694447,
"ram": 0.0001764832340153346,
"gpu": 0.0,
"total": 0.004395890058709781
},
"efficiency": {
"unit": "images/kWh",
"value": 454.97043221936525
}
},
"per_step": {
"memory": null,
"latency": {
"unit": "s",
"values": [
21.362821505000056,
21.92361266899991
],
"count": 2,
"total": 43.286434173999965,
"mean": 21.643217086999982,
"p50": 21.643217086999982,
"p90": 21.867533552599923,
"p95": 21.895573110799916,
"p99": 21.91800475735991,
"stdev": 0.280395581999926,
"stdev_": 1.2955355983946852
},
"throughput": null,
"energy": null,
"efficiency": null
}
}
}