
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
6c3a842
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", | |
"model": "FacebookAI/roberta-base", | |
"library": "transformers", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"hub_kwargs": { | |
"revision": "main", | |
"force_download": false, | |
"local_files_only": false, | |
"trust_remote_code": false | |
}, | |
"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": "0.2.0", | |
"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": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 910.077952, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.039104 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 134, | |
"total": 0.9968701138496396, | |
"mean": 0.007439329207833133, | |
"stdev": 0.00039553367656039207, | |
"p50": 0.0076364800930023196, | |
"p90": 0.007809126424789429, | |
"p95": 0.007873945784568787, | |
"p99": 0.00829670275688171, | |
"values": [ | |
0.008426495552062988, | |
0.007903232097625732, | |
0.008033184051513672, | |
0.00800051212310791, | |
0.007970816135406494, | |
0.007928832054138184, | |
0.007855103969573975, | |
0.00773529577255249, | |
0.007710720062255859, | |
0.007726079940795898, | |
0.007738368034362793, | |
0.007724031925201416, | |
0.007654399871826172, | |
0.007632895946502686, | |
0.007634943962097168, | |
0.007708672046661377, | |
0.007779327869415284, | |
0.007790592193603516, | |
0.007760928153991699, | |
0.007740416049957275, | |
0.007838719844818116, | |
0.0076912641525268555, | |
0.007777279853820801, | |
0.007748608112335205, | |
0.0077506561279296875, | |
0.007775231838226319, | |
0.007689216136932373, | |
0.007748608112335205, | |
0.007790592193603516, | |
0.007778304100036621, | |
0.007723008155822754, | |
0.007858176231384278, | |
0.007702527999877929, | |
0.007681024074554443, | |
0.007673855781555176, | |
0.007688191890716553, | |
0.0076943678855896, | |
0.007702527999877929, | |
0.00774348783493042, | |
0.00783462381362915, | |
0.007731200218200684, | |
0.007758848190307617, | |
0.007674880027770996, | |
0.007676928043365478, | |
0.007762944221496582, | |
0.007741439819335938, | |
0.007734272003173828, | |
0.007738399982452393, | |
0.00765337610244751, | |
0.0076308479309082035, | |
0.0076902399063110355, | |
0.007650303840637207, | |
0.007708672046661377, | |
0.0077209601402282715, | |
0.007576576232910156, | |
0.007641088008880615, | |
0.007638016223907471, | |
0.007665664196014404, | |
0.007661568164825439, | |
0.007824384212493896, | |
0.007697408199310303, | |
0.007758848190307617, | |
0.00781004810333252, | |
0.007745535850524903, | |
0.007518208026885987, | |
0.007398431777954102, | |
0.007356416225433349, | |
0.00734822416305542, | |
0.007325695991516113, | |
0.007476223945617676, | |
0.007277567863464355, | |
0.007153632164001465, | |
0.007037951946258545, | |
0.007098368167877197, | |
0.007160831928253173, | |
0.007510015964508057, | |
0.007321599960327148, | |
0.007288832187652588, | |
0.007575488090515137, | |
0.0076912641525268555, | |
0.007562240123748779, | |
0.007629824161529541, | |
0.00764518404006958, | |
0.007839744091033935, | |
0.00764518404006958, | |
0.007613440036773681, | |
0.008488960266113281, | |
0.007582719802856445, | |
0.007787519931793213, | |
0.0076308479309082035, | |
0.007045119762420654, | |
0.006960127830505371, | |
0.006980607986450196, | |
0.006958079814910889, | |
0.006922239780426025, | |
0.006944767951965332, | |
0.00694374418258667, | |
0.006910975933074951, | |
0.006919167995452881, | |
0.006919167995452881, | |
0.006937600135803222, | |
0.006912000179290771, | |
0.006918144226074219, | |
0.0068915200233459475, | |
0.006912000179290771, | |
0.006900735855102539, | |
0.006912032127380371, | |
0.006938623905181885, | |
0.00693452787399292, | |
0.006904831886291504, | |
0.006887455940246582, | |
0.006923200130462647, | |
0.0069212160110473635, | |
0.006920191764831543, | |
0.00687820816040039, | |
0.006952960014343262, | |
0.0069550080299377445, | |
0.006959072113037109, | |
0.0069324798583984375, | |
0.00693452787399292, | |
0.006892543792724609, | |
0.006907904148101806, | |
0.006897727966308594, | |
0.006931456089019775, | |
0.0069283838272094726, | |
0.006896639823913574, | |
0.006922239780426025, | |
0.006931456089019775, | |
0.006915071964263916, | |
0.006909952163696289, | |
0.006933504104614257, | |
0.00693452787399292, | |
0.006929408073425293, | |
0.007806975841522217 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 134.42072155471553 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.556403749757153e-08, | |
"ram": 4.6774106680550825e-08, | |
"gpu": 1.550780617122294e-07, | |
"total": 2.8741620589035176e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3479274.931287265 | |
} | |
} | |
} | |
} |