IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
bccf1d3
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_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": 66697.285632, | |
| "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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "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": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 719.405056, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.12837744140625, | |
| "mean": 7.12837744140625, | |
| "stdev": 0.0, | |
| "p50": 7.12837744140625, | |
| "p90": 7.12837744140625, | |
| "p95": 7.12837744140625, | |
| "p99": 7.12837744140625, | |
| "values": [ | |
| 7.12837744140625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.916883005036249e-07, | |
| "ram": 4.6818318729549445e-07, | |
| "gpu": 1.7636125219998126e-06, | |
| "total": 3.123484009798932e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 918.40512, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 139, | |
| "total": 0.9975590391159062, | |
| "mean": 0.007176683734646805, | |
| "stdev": 0.00014116557252508282, | |
| "p50": 0.007192575931549072, | |
| "p90": 0.007280844688415527, | |
| "p95": 0.007369216060638428, | |
| "p99": 0.007566725130081177, | |
| "values": [ | |
| 0.007585792064666748, | |
| 0.007535615921020508, | |
| 0.007505919933319092, | |
| 0.007482367992401123, | |
| 0.007352320194244385, | |
| 0.007946239948272706, | |
| 0.007175168037414551, | |
| 0.006975488185882568, | |
| 0.006905856132507324, | |
| 0.006876160144805908, | |
| 0.006875135898590088, | |
| 0.006892608165740967, | |
| 0.006887423992156983, | |
| 0.006864895820617676, | |
| 0.006880256175994873, | |
| 0.006890495777130127, | |
| 0.006841343879699707, | |
| 0.006864895820617676, | |
| 0.00729702377319336, | |
| 0.007159808158874512, | |
| 0.007223296165466309, | |
| 0.0071905279159545895, | |
| 0.007044095993041993, | |
| 0.007230463981628418, | |
| 0.007251967906951904, | |
| 0.007305215835571289, | |
| 0.007180319786071777, | |
| 0.007204864025115967, | |
| 0.0072468481063842774, | |
| 0.007243775844573975, | |
| 0.007238656044006348, | |
| 0.007219200134277344, | |
| 0.007008255958557129, | |
| 0.007081984043121338, | |
| 0.007097343921661377, | |
| 0.007114751815795899, | |
| 0.00703385591506958, | |
| 0.007120895862579346, | |
| 0.00708403205871582, | |
| 0.00723967981338501, | |
| 0.007202752113342285, | |
| 0.007170048236846924, | |
| 0.007229440212249756, | |
| 0.00723967981338501, | |
| 0.007165919780731201, | |
| 0.007235455989837647, | |
| 0.0071833600997924804, | |
| 0.00719974422454834, | |
| 0.007244800090789795, | |
| 0.007201791763305664, | |
| 0.007220128059387207, | |
| 0.007139328002929687, | |
| 0.007186463832855225, | |
| 0.007285759925842285, | |
| 0.007258111953735351, | |
| 0.007204864025115967, | |
| 0.007215104103088379, | |
| 0.007117824077606201, | |
| 0.007210976123809815, | |
| 0.007195648193359375, | |
| 0.007250944137573242, | |
| 0.007186431884765625, | |
| 0.007230495929718018, | |
| 0.007219200134277344, | |
| 0.007231488227844239, | |
| 0.007195648193359375, | |
| 0.00719155216217041, | |
| 0.007174143791198731, | |
| 0.007185408115386963, | |
| 0.007128064155578613, | |
| 0.007065599918365479, | |
| 0.007077888011932373, | |
| 0.007050303936004638, | |
| 0.007070720195770264, | |
| 0.00709939193725586, | |
| 0.00709119987487793, | |
| 0.007134208202362061, | |
| 0.0072540159225463864, | |
| 0.007228415966033935, | |
| 0.007229472160339355, | |
| 0.007267327785491944, | |
| 0.0072499198913574215, | |
| 0.007146495819091797, | |
| 0.007259039878845215, | |
| 0.00728985595703125, | |
| 0.007236608028411865, | |
| 0.007407616138458252, | |
| 0.007131135940551757, | |
| 0.007068672180175781, | |
| 0.007078911781311035, | |
| 0.007299007892608643, | |
| 0.0072325119972229, | |
| 0.007184383869171143, | |
| 0.007383039951324463, | |
| 0.007230463981628418, | |
| 0.00719155216217041, | |
| 0.007213024139404297, | |
| 0.007195648193359375, | |
| 0.007143424034118652, | |
| 0.007194623947143554, | |
| 0.007367680072784424, | |
| 0.007204895973205567, | |
| 0.007221248149871826, | |
| 0.007155648231506348, | |
| 0.0072202239036560055, | |
| 0.007258111953735351, | |
| 0.007250879764556885, | |
| 0.007184383869171143, | |
| 0.007134208202362061, | |
| 0.007210015773773193, | |
| 0.007193600177764893, | |
| 0.007169023990631103, | |
| 0.007204864025115967, | |
| 0.007135231971740722, | |
| 0.007169023990631103, | |
| 0.007192575931549072, | |
| 0.007187456130981445, | |
| 0.00723967981338501, | |
| 0.007150591850280762, | |
| 0.007158783912658692, | |
| 0.0071619200706481935, | |
| 0.007162879943847656, | |
| 0.00723360013961792, | |
| 0.007160895824432373, | |
| 0.007192575931549072, | |
| 0.007227392196655274, | |
| 0.007201791763305664, | |
| 0.007279615879058838, | |
| 0.007209983825683594, | |
| 0.007153664112091064, | |
| 0.007218175888061523, | |
| 0.007160831928253173, | |
| 0.0070256638526916505, | |
| 0.007028736114501953, | |
| 0.007041024208068848, | |
| 0.0070685758590698245, | |
| 0.00703385591506958, | |
| 0.007012351989746094, | |
| 0.007017471790313721 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 139.34012379176053 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.533762918292382e-08, | |
| "ram": 4.664467903103532e-08, | |
| "gpu": 1.6771795991366977e-07, | |
| "total": 2.997002681276289e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3336667.0181761226 | |
| } | |
| } | |
| } | |
| } |