IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
8b84f47
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-classification", | |
"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": false, | |
"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 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.236096, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 68702699520, | |
"optimum_benchmark_version": "0.2.0", | |
"optimum_benchmark_commit": "4aa72a2fd35e7d46a674935ffaf335b1c0795600", | |
"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": 1010.93376, | |
"max_global_vram": 897.163264, | |
"max_process_vram": 210205.937664, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.443712 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 134, | |
"total": 0.9998656764030455, | |
"mean": 0.007461684152261534, | |
"stdev": 0.0004971610932721274, | |
"p50": 0.007251110076904297, | |
"p90": 0.008070372867584228, | |
"p95": 0.008212717008590697, | |
"p99": 0.008652484025955198, | |
"values": [ | |
0.008701587677001953, | |
0.008023029327392578, | |
0.00796782922744751, | |
0.008363987922668457, | |
0.008552788734436035, | |
0.008267667770385742, | |
0.007786870002746582, | |
0.008210868835449218, | |
0.008378868103027343, | |
0.008140949249267579, | |
0.008052788734436035, | |
0.007751988887786865, | |
0.00821614933013916, | |
0.008136149406433105, | |
0.008067349433898925, | |
0.008062708854675292, | |
0.00804750919342041, | |
0.00807166862487793, | |
0.008074069023132324, | |
0.008085589408874511, | |
0.00801310920715332, | |
0.008011988639831543, | |
0.008034388542175292, | |
0.007435989856719971, | |
0.007881749153137206, | |
0.00803278923034668, | |
0.007793108940124512, | |
0.007811349868774414, | |
0.009252786636352539, | |
0.008112309455871582, | |
0.007854548931121827, | |
0.007867029190063476, | |
0.007838389873504638, | |
0.007853909015655518, | |
0.007838549137115479, | |
0.007836470127105713, | |
0.007861749172210693, | |
0.007874069213867187, | |
0.007872148990631104, | |
0.00788366985321045, | |
0.007862390041351319, | |
0.007912629127502442, | |
0.007921908855438232, | |
0.007911828994750977, | |
0.007915668964385987, | |
0.007911509990692138, | |
0.007882069110870362, | |
0.007879828929901123, | |
0.007912949085235595, | |
0.007843830108642579, | |
0.0071681499481201175, | |
0.0070206298828125, | |
0.007468629837036133, | |
0.007204629898071289, | |
0.0069887909889221195, | |
0.006999989986419678, | |
0.006991829872131348, | |
0.007037590980529785, | |
0.00703423023223877, | |
0.007021591186523437, | |
0.007230390071868897, | |
0.006961430072784424, | |
0.006951991081237793, | |
0.0069883098602294925, | |
0.006951190948486328, | |
0.007661909103393555, | |
0.0070159912109375, | |
0.007008470058441162, | |
0.00700623083114624, | |
0.006959031105041504, | |
0.007019989967346192, | |
0.006951190948486328, | |
0.0069713501930236815, | |
0.007011190891265869, | |
0.0072398300170898435, | |
0.006979350090026855, | |
0.006980950832366943, | |
0.0069670300483703615, | |
0.00703295087814331, | |
0.0069951901435852054, | |
0.0069771108627319335, | |
0.007005589962005615, | |
0.006970070838928223, | |
0.007000790119171142, | |
0.007006549835205078, | |
0.0069771108627319335, | |
0.006999189853668213, | |
0.006976150989532471, | |
0.007016149997711182, | |
0.007013751029968262, | |
0.006991030216217041, | |
0.006967191219329834, | |
0.0071831908226013185, | |
0.006999670028686523, | |
0.007016150951385498, | |
0.006987349987030029, | |
0.006972630977630615, | |
0.006997591018676758, | |
0.007007190227508545, | |
0.007006711006164551, | |
0.007033909797668457, | |
0.007462230205535889, | |
0.007902389049530029, | |
0.007867029190063476, | |
0.007865270137786866, | |
0.007862548828125, | |
0.007875188827514649, | |
0.007354229927062988, | |
0.007215670108795166, | |
0.007325109958648682, | |
0.007425749778747558, | |
0.0073607897758483885, | |
0.007344629764556885, | |
0.007335669994354248, | |
0.00726239013671875, | |
0.007338550090789795, | |
0.007361589908599853, | |
0.007187349796295166, | |
0.007116469860076904, | |
0.007132630825042724, | |
0.007115509986877442, | |
0.00711614990234375, | |
0.007158390045166016, | |
0.007093111038208008, | |
0.007021749973297119, | |
0.006983191013336182, | |
0.007006071090698242, | |
0.006997109889984131, | |
0.006982710838317871, | |
0.006969268798828125, | |
0.006981270790100098, | |
0.007048789978027344, | |
0.006977910995483398, | |
0.007018710136413574 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 134.01800178005576 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |