IlyasMoutawwakil
HF staff
Upload cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4/benchmark.json with huggingface_hub
3b2deb0
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": 4275.417088, | |
| "max_global_vram": 6188.171264, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 5595.201536, | |
| "max_allocated": 5509.013504 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 51.22023046875 | |
| ], | |
| "count": 1, | |
| "total": 51.22023046875, | |
| "mean": 51.22023046875, | |
| "p50": 51.22023046875, | |
| "p90": 51.22023046875, | |
| "p95": 51.22023046875, | |
| "p99": 51.22023046875, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.0007000370855111094, | |
| "ram": 0.0003836616462996294, | |
| "gpu": 0.0009735413343879996, | |
| "total": 0.0020572400661987384 | |
| }, | |
| "efficiency": null | |
| }, | |
| "call": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1493.024768, | |
| "max_global_vram": 9329.70496, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 8678.014976, | |
| "max_allocated": 7538.330624 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.179653564453125 | |
| ], | |
| "count": 1, | |
| "total": 1.179653564453125, | |
| "mean": 1.179653564453125, | |
| "p50": 1.179653564453125, | |
| "p90": 1.179653564453125, | |
| "p95": 1.179653564453125, | |
| "p99": 1.179653564453125, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": { | |
| "unit": "images/s", | |
| "value": 1.695413009604374 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.4103917246528091e-05, | |
| "ram": 7.710087128462884e-06, | |
| "gpu": 8.069839789200117e-05, | |
| "total": 0.0001025124022669922 | |
| }, | |
| "efficiency": { | |
| "unit": "images/kWh", | |
| "value": 19509.834476330252 | |
| } | |
| }, | |
| "per_step": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.2529546203613281, | |
| 0.25293312072753904 | |
| ], | |
| "count": 2, | |
| "total": 0.5058877410888671, | |
| "mean": 0.25294387054443357, | |
| "p50": 0.25294387054443357, | |
| "p90": 0.2529524703979492, | |
| "p95": 0.25295354537963866, | |
| "p99": 0.2529544053649902, | |
| "stdev": 1.0749816894528585e-05, | |
| "stdev_": 0.004249882344012052 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |