IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
97f4e44
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": "0.2.1", | |
| "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": 907.288576, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.039104 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 141, | |
| "total": 1.0006780786514282, | |
| "mean": 0.007097007650010129, | |
| "stdev": 0.0002338848176203482, | |
| "p50": 0.0069959678649902345, | |
| "p90": 0.007264256000518799, | |
| "p95": 0.007320576190948487, | |
| "p99": 0.00794398717880249, | |
| "values": [ | |
| 0.00884224033355713, | |
| 0.007526400089263916, | |
| 0.007320576190948487, | |
| 0.007120895862579346, | |
| 0.006979584217071533, | |
| 0.006967296123504638, | |
| 0.006980607986450196, | |
| 0.007072768211364746, | |
| 0.007333888053894043, | |
| 0.007253920078277588, | |
| 0.007244800090789795, | |
| 0.0072765440940856935, | |
| 0.00722431993484497, | |
| 0.007236608028411865, | |
| 0.0072130560874938965, | |
| 0.007202816009521484, | |
| 0.007201791763305664, | |
| 0.007189504146575928, | |
| 0.007233535766601563, | |
| 0.007196671962738037, | |
| 0.006977536201477051, | |
| 0.0069959678649902345, | |
| 0.006951935768127441, | |
| 0.006999008178710938, | |
| 0.007005184173583984, | |
| 0.00698367977142334, | |
| 0.00695091199874878, | |
| 0.007005184173583984, | |
| 0.007000063896179199, | |
| 0.007073791980743408, | |
| 0.007202816009521484, | |
| 0.00723967981338501, | |
| 0.007264256000518799, | |
| 0.007234560012817383, | |
| 0.007227392196655274, | |
| 0.00724783992767334, | |
| 0.007207935810089112, | |
| 0.007226367950439453, | |
| 0.007202816009521484, | |
| 0.007200767993927002, | |
| 0.007220160007476806, | |
| 0.007185408115386963, | |
| 0.007209983825683594, | |
| 0.007180287837982178, | |
| 0.007203839778900147, | |
| 0.007200767993927002, | |
| 0.007169023990631103, | |
| 0.007169023990631103, | |
| 0.0069703998565673825, | |
| 0.006974400043487549, | |
| 0.006951935768127441, | |
| 0.0070891518592834475, | |
| 0.007211008071899414, | |
| 0.007173120021820068, | |
| 0.007250944137573242, | |
| 0.0071823358535766605, | |
| 0.007199776172637939, | |
| 0.007202816009521484, | |
| 0.007207935810089112, | |
| 0.006966271877288818, | |
| 0.006969344139099121, | |
| 0.006987775802612305, | |
| 0.007032832145690918, | |
| 0.006955967903137207, | |
| 0.006939583778381347, | |
| 0.006970367908477783, | |
| 0.006990848064422607, | |
| 0.007001088142395019, | |
| 0.0069632000923156735, | |
| 0.007030784130096435, | |
| 0.006966271877288818, | |
| 0.006986752033233643, | |
| 0.006949888229370117, | |
| 0.007233535766601563, | |
| 0.00719974422454834, | |
| 0.007197696208953858, | |
| 0.007124991893768311, | |
| 0.007223296165466309, | |
| 0.007307263851165771, | |
| 0.007301119804382325, | |
| 0.00728166389465332, | |
| 0.007271423816680909, | |
| 0.007871488094329833, | |
| 0.007899136066436767, | |
| 0.007336959838867187, | |
| 0.00797388792037964, | |
| 0.007161856174468994, | |
| 0.006952960014343262, | |
| 0.006980607986450196, | |
| 0.006970367908477783, | |
| 0.00692633581161499, | |
| 0.0069959678649902345, | |
| 0.007005184173583984, | |
| 0.006998015880584717, | |
| 0.006956031799316406, | |
| 0.0069621758460998535, | |
| 0.006970367908477783, | |
| 0.007017471790313721, | |
| 0.0069253120422363285, | |
| 0.006947840213775635, | |
| 0.006960127830505371, | |
| 0.006938623905181885, | |
| 0.00693452787399292, | |
| 0.006974463939666748, | |
| 0.006945792198181152, | |
| 0.006951935768127441, | |
| 0.0069283838272094726, | |
| 0.006944767951965332, | |
| 0.006936575889587402, | |
| 0.006912000179290771, | |
| 0.006937600135803222, | |
| 0.006938623905181885, | |
| 0.007299071788787842, | |
| 0.006945792198181152, | |
| 0.006931456089019775, | |
| 0.006947840213775635, | |
| 0.006953983783721924, | |
| 0.006933504104614257, | |
| 0.006966271877288818, | |
| 0.00694374418258667, | |
| 0.0069550080299377445, | |
| 0.006924287796020508, | |
| 0.006941696166992187, | |
| 0.006961152076721191, | |
| 0.006937632083892822, | |
| 0.00695091199874878, | |
| 0.006949888229370117, | |
| 0.006941696166992187, | |
| 0.006956031799316406, | |
| 0.006927360057830811, | |
| 0.006940671920776367, | |
| 0.006956031799316406, | |
| 0.006964223861694336, | |
| 0.006931456089019775, | |
| 0.006957056045532227, | |
| 0.006976511955261231, | |
| 0.0069847040176391605, | |
| 0.006947840213775635, | |
| 0.006989823818206787, | |
| 0.006960127830505371, | |
| 0.006927360057830811 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 140.90445569670095 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.274560311326275e-08, | |
| "ram": 4.523847167050055e-08, | |
| "gpu": 1.5610737797221714e-07, | |
| "total": 2.840914527559804e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3519993.2637851913 | |
| } | |
| } | |
| } | |
| } |