IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
2f12b66
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "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": {}, | |
| "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, | |
| "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": 66697.25696, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.220-209.869.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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 761.933824, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.3738291015625, | |
| "mean": 7.3738291015625, | |
| "stdev": 0.0, | |
| "p50": 7.3738291015625, | |
| "p90": 7.3738291015625, | |
| "p95": 7.3738291015625, | |
| "p99": 7.3738291015625, | |
| "values": [ | |
| 7.3738291015625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.886677395833056e-07, | |
| "ram": 4.7145607533093473e-07, | |
| "gpu": 0.0, | |
| "total": 1.3601238149142402e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 961.7408, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 133, | |
| "total": 1.0022235217094426, | |
| "mean": 0.0075355152008228735, | |
| "stdev": 0.00044126605245609394, | |
| "p50": 0.00765331220626831, | |
| "p90": 0.007820287990570067, | |
| "p95": 0.008156774520874021, | |
| "p99": 0.008848834609985352, | |
| "values": [ | |
| 0.007889920234680176, | |
| 0.007821311950683594, | |
| 0.00780185604095459, | |
| 0.007787519931793213, | |
| 0.007767039775848389, | |
| 0.007733248233795166, | |
| 0.007692287921905518, | |
| 0.007701504230499268, | |
| 0.0076943359375, | |
| 0.007725056171417236, | |
| 0.007759871959686279, | |
| 0.007696383953094482, | |
| 0.007651328086853027, | |
| 0.007655424118041992, | |
| 0.007685120105743408, | |
| 0.007776256084442139, | |
| 0.00786636781692505, | |
| 0.0077506561279296875, | |
| 0.007765024185180664, | |
| 0.007723008155822754, | |
| 0.007764992237091065, | |
| 0.007812096118927002, | |
| 0.007774208068847656, | |
| 0.007816192150115966, | |
| 0.007747583866119385, | |
| 0.007737343788146973, | |
| 0.007706624031066894, | |
| 0.007804895877838135, | |
| 0.007764992237091065, | |
| 0.007771135807037354, | |
| 0.007707647800445557, | |
| 0.007620607852935791, | |
| 0.007650303840637207, | |
| 0.007672895908355713, | |
| 0.008748031616210938, | |
| 0.008041472434997558, | |
| 0.007697408199310303, | |
| 0.007709695816040039, | |
| 0.00773632001876831, | |
| 0.007714848041534424, | |
| 0.007730175971984863, | |
| 0.0077281279563903805, | |
| 0.007671807765960693, | |
| 0.007621632099151611, | |
| 0.007716864109039307, | |
| 0.007718912124633789, | |
| 0.007688191890716553, | |
| 0.007745535850524903, | |
| 0.0076984319686889645, | |
| 0.007619584083557129, | |
| 0.0075939841270446775, | |
| 0.007616511821746826, | |
| 0.007639008045196533, | |
| 0.007740416049957275, | |
| 0.007583744049072265, | |
| 0.007629824161529541, | |
| 0.007669760227203369, | |
| 0.007661568164825439, | |
| 0.00760422420501709, | |
| 0.007625728130340576, | |
| 0.007692287921905518, | |
| 0.007756800174713135, | |
| 0.008300543785095215, | |
| 0.007794688224792481, | |
| 0.007804927825927735, | |
| 0.007737311840057373, | |
| 0.007725056171417236, | |
| 0.0077311677932739254, | |
| 0.007620607852935791, | |
| 0.007682047843933106, | |
| 0.00765331220626831, | |
| 0.0075345921516418455, | |
| 0.007451648235321045, | |
| 0.007400447845458984, | |
| 0.007494656085968018, | |
| 0.007518208026885987, | |
| 0.007355391979217529, | |
| 0.007262207984924316, | |
| 0.0072765440940856935, | |
| 0.008060928344726562, | |
| 0.008791040420532227, | |
| 0.008876031875610351, | |
| 0.008960000038146973, | |
| 0.008003583908081055, | |
| 0.008691712379455567, | |
| 0.00878489589691162, | |
| 0.007711743831634522, | |
| 0.00733081579208374, | |
| 0.007331840038299561, | |
| 0.007282688140869141, | |
| 0.007314432144165039, | |
| 0.007931903839111328, | |
| 0.007605247974395752, | |
| 0.007310336112976074, | |
| 0.007235583782196045, | |
| 0.007165952205657959, | |
| 0.007197696208953858, | |
| 0.007171072006225586, | |
| 0.006957056045532227, | |
| 0.006970367908477783, | |
| 0.0069283838272094726, | |
| 0.006936575889587402, | |
| 0.006930431842803955, | |
| 0.006908927917480469, | |
| 0.0068853759765625, | |
| 0.00689356803894043, | |
| 0.0071905279159545895, | |
| 0.007122943878173828, | |
| 0.007105535984039306, | |
| 0.006919167995452881, | |
| 0.006923264026641846, | |
| 0.006922239780426025, | |
| 0.006909952163696289, | |
| 0.006914048194885254, | |
| 0.00690176010131836, | |
| 0.006897664070129395, | |
| 0.006880256175994873, | |
| 0.006913023948669434, | |
| 0.007164927959442138, | |
| 0.007151616096496582, | |
| 0.007127039909362793, | |
| 0.0071495680809020995, | |
| 0.007129087924957276, | |
| 0.007139328002929687, | |
| 0.007172095775604248, | |
| 0.007136256217956543, | |
| 0.0071485438346862796, | |
| 0.006913023948669434, | |
| 0.006900735855102539, | |
| 0.006817791938781738, | |
| 0.006829055786132812, | |
| 0.006842368125915528, | |
| 0.0067942080497741695 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 132.70492771228177 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.494904241567342e-08, | |
| "ram": 4.631515329903538e-08, | |
| "gpu": 1.64615211057143e-07, | |
| "total": 2.9587940677185183e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3379755.322989021 | |
| } | |
| } | |
| } | |
| } |