
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
89d2db8
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+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", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.29792, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.215-203.850.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": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.3", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 908.353536, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.039104 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 136, | |
"total": 1.0017927684783936, | |
"mean": 0.007366123297635247, | |
"stdev": 0.00026709037432654973, | |
"p50": 0.007221776008605957, | |
"p90": 0.007710720062255859, | |
"p95": 0.007831039905548096, | |
"p99": 0.008297676992416384, | |
"values": [ | |
0.00810086441040039, | |
0.007712768077850342, | |
0.00786636781692505, | |
0.007795711994171142, | |
0.007781343936920166, | |
0.007796735763549805, | |
0.008393728256225585, | |
0.0074332160949707035, | |
0.007196671962738037, | |
0.007253024101257324, | |
0.007223296165466309, | |
0.007193600177764893, | |
0.007186431884765625, | |
0.007166975975036621, | |
0.007197696208953858, | |
0.007193600177764893, | |
0.007178239822387696, | |
0.007180287837982178, | |
0.007170048236846924, | |
0.007194623947143554, | |
0.00719974422454834, | |
0.007192575931549072, | |
0.0071198720932006835, | |
0.007150591850280762, | |
0.007117824077606201, | |
0.007177216053009033, | |
0.007202816009521484, | |
0.0072202558517456055, | |
0.007186431884765625, | |
0.007174143791198731, | |
0.007186431884765625, | |
0.0071833600997924804, | |
0.0074301438331604, | |
0.007168000221252442, | |
0.0071905279159545895, | |
0.007158783912658692, | |
0.007172095775604248, | |
0.007164927959442138, | |
0.007111680030822754, | |
0.007130112171173096, | |
0.007081984043121338, | |
0.007110655784606934, | |
0.007358463764190673, | |
0.007428160190582275, | |
0.007437312126159668, | |
0.007485439777374267, | |
0.007528448104858398, | |
0.0074997758865356446, | |
0.0074629120826721195, | |
0.007408639907836914, | |
0.007394303798675537, | |
0.00739737606048584, | |
0.007410751819610596, | |
0.007384064197540283, | |
0.007397439956665039, | |
0.007708672046661377, | |
0.007819263935089112, | |
0.008058879852294922, | |
0.008474623680114746, | |
0.0077199358940124516, | |
0.007493631839752197, | |
0.0076912641525268555, | |
0.007520256042480469, | |
0.007482367992401123, | |
0.007379968166351319, | |
0.007412767887115478, | |
0.008119296073913575, | |
0.007524352073669433, | |
0.0075345921516418455, | |
0.007544832229614258, | |
0.007529471874237061, | |
0.007528448104858398, | |
0.007520224094390869, | |
0.007518208026885987, | |
0.007436287879943848, | |
0.007408671855926514, | |
0.007414783954620361, | |
0.007412735939025879, | |
0.007400447845458984, | |
0.007388160228729248, | |
0.007402495861053467, | |
0.007485504150390625, | |
0.007651328086853027, | |
0.007632895946502686, | |
0.007481344223022461, | |
0.007505951881408691, | |
0.007230463981628418, | |
0.007155712127685547, | |
0.007102464199066162, | |
0.007205887794494629, | |
0.007241727828979493, | |
0.0076277761459350585, | |
0.007525375843048096, | |
0.007490560054779053, | |
0.0074997758865356446, | |
0.007452640056610107, | |
0.007490560054779053, | |
0.00780291223526001, | |
0.00765337610244751, | |
0.008041472434997558, | |
0.007614463806152344, | |
0.007328767776489258, | |
0.007151616096496582, | |
0.007155712127685547, | |
0.007138239860534668, | |
0.007159840106964111, | |
0.007178239822387696, | |
0.007154687881469727, | |
0.007155712127685547, | |
0.007116799831390381, | |
0.007176191806793213, | |
0.007169023990631103, | |
0.007169023990631103, | |
0.007200767993927002, | |
0.007146495819091797, | |
0.007198719978332519, | |
0.0071792640686035155, | |
0.007175168037414551, | |
0.007194591999053955, | |
0.007166975975036621, | |
0.007168000221252442, | |
0.0071495680809020995, | |
0.007163904190063477, | |
0.007172095775604248, | |
0.007143424034118652, | |
0.007187456130981445, | |
0.007178239822387696, | |
0.007176224231719971, | |
0.007143424034118652, | |
0.007135231971740722, | |
0.007154623985290528, | |
0.0071485438346862796, | |
0.007131135940551757, | |
0.007165952205657959, | |
0.0071198720932006835, | |
0.007163904190063477 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 135.7566198112691 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.701522806651788e-08, | |
"ram": 4.755494025836267e-08, | |
"gpu": 1.5051512446715494e-07, | |
"total": 2.850852927920355e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3507722.163449104 | |
} | |
} | |
} | |
} |