IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
e79f933
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "hub_kwargs": {}, | |
| "no_weights": true, | |
| "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, | |
| "latency": true, | |
| "memory": 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": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.3.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.31.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 909.017088, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.039104 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 130, | |
| "total": 0.9988422412872316, | |
| "mean": 0.007683401856055626, | |
| "stdev": 0.0005123954613422857, | |
| "p50": 0.007456255912780762, | |
| "p90": 0.007938048124313354, | |
| "p95": 0.008009984302520753, | |
| "p99": 0.010345533714294431, | |
| "values": [ | |
| 0.010926079750061036, | |
| 0.010400768280029296, | |
| 0.010210304260253907, | |
| 0.00822169589996338, | |
| 0.008083456039428711, | |
| 0.00801689624786377, | |
| 0.007993343830108643, | |
| 0.007816192150115966, | |
| 0.007896063804626464, | |
| 0.007868415832519531, | |
| 0.007811071872711181, | |
| 0.00784281587600708, | |
| 0.007868415832519531, | |
| 0.007947264194488525, | |
| 0.0079267840385437, | |
| 0.007897056102752686, | |
| 0.00787660789489746, | |
| 0.007916543960571289, | |
| 0.007868383884429932, | |
| 0.007841760158538819, | |
| 0.007869440078735352, | |
| 0.007869440078735352, | |
| 0.007875584125518798, | |
| 0.007887872219085693, | |
| 0.007799808025360107, | |
| 0.007809023857116699, | |
| 0.007789567947387695, | |
| 0.007792640209197998, | |
| 0.007816192150115966, | |
| 0.007831552028656007, | |
| 0.007885824203491211, | |
| 0.007921664237976075, | |
| 0.007885824203491211, | |
| 0.007814144134521485, | |
| 0.007824384212493896, | |
| 0.007937024116516114, | |
| 0.0078438401222229, | |
| 0.007856128215789794, | |
| 0.007824384212493896, | |
| 0.007827455997467042, | |
| 0.007881728172302246, | |
| 0.007959551811218261, | |
| 0.007857151985168457, | |
| 0.007867392063140868, | |
| 0.00890880012512207, | |
| 0.007819263935089112, | |
| 0.0078438401222229, | |
| 0.007955455780029297, | |
| 0.007954432010650634, | |
| 0.007903232097625732, | |
| 0.007874559879302979, | |
| 0.00786947202682495, | |
| 0.007435264110565186, | |
| 0.007415808200836181, | |
| 0.007371776103973389, | |
| 0.007334911823272705, | |
| 0.007277567863464355, | |
| 0.007321599960327148, | |
| 0.0074403839111328125, | |
| 0.007177216053009033, | |
| 0.007087103843688965, | |
| 0.007106560230255127, | |
| 0.007226367950439453, | |
| 0.007575551986694336, | |
| 0.007778304100036621, | |
| 0.007773183822631836, | |
| 0.00789299201965332, | |
| 0.00800153636932373, | |
| 0.007746560096740723, | |
| 0.007543807983398438, | |
| 0.007482367992401123, | |
| 0.007456768035888672, | |
| 0.007455743789672851, | |
| 0.007472095966339111, | |
| 0.0074670081138610836, | |
| 0.007442431926727295, | |
| 0.0073994240760803225, | |
| 0.007442431926727295, | |
| 0.00742195177078247, | |
| 0.007417856216430664, | |
| 0.007401472091674805, | |
| 0.007420928001403809, | |
| 0.007412735939025879, | |
| 0.007448575973510742, | |
| 0.00739737606048584, | |
| 0.007418879985809326, | |
| 0.007469056129455566, | |
| 0.007443456172943115, | |
| 0.007395328044891358, | |
| 0.007420896053314209, | |
| 0.007427040100097656, | |
| 0.00742300796508789, | |
| 0.007432191848754883, | |
| 0.007423999786376953, | |
| 0.007434239864349365, | |
| 0.007413760185241699, | |
| 0.0074035201072692874, | |
| 0.0074035201072692874, | |
| 0.007394303798675537, | |
| 0.007404543876647949, | |
| 0.00743939208984375, | |
| 0.0074291200637817386, | |
| 0.007413760185241699, | |
| 0.007448575973510742, | |
| 0.007442431926727295, | |
| 0.00743833589553833, | |
| 0.007404543876647949, | |
| 0.007442431926727295, | |
| 0.00742195177078247, | |
| 0.007415808200836181, | |
| 0.007402495861053467, | |
| 0.007417856216430664, | |
| 0.007401472091674805, | |
| 0.007398399829864502, | |
| 0.007434207916259766, | |
| 0.0073994240760803225, | |
| 0.007412735939025879, | |
| 0.0074301438331604, | |
| 0.007423999786376953, | |
| 0.007404543876647949, | |
| 0.007391200065612793, | |
| 0.00743833589553833, | |
| 0.007417856216430664, | |
| 0.007418879985809326, | |
| 0.007450623989105225, | |
| 0.007468063831329346, | |
| 0.0074106879234313965, | |
| 0.007358463764190673, | |
| 0.007396351814270019, | |
| 0.0074301438331604 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 130.15068308731713 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.757511774698895e-08, | |
| "ram": 4.787732542873529e-08, | |
| "gpu": 1.5560469964705714e-07, | |
| "total": 2.9105714282278136e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3435751.448329441 | |
| } | |
| } | |
| } | |
| } |