IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
b68be40
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", | |
"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": 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", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"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": "0.3.1", | |
"optimum_benchmark_commit": "35e06a8a39b8c67a2e53b499c65346db81ed78be", | |
"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": 901.476352, | |
"max_global_vram": 3128.385536, | |
"max_process_vram": 42730.041344, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.374592 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 6.99807861328125, | |
"mean": 6.99807861328125, | |
"stdev": 0.0, | |
"p50": 6.99807861328125, | |
"p90": 6.99807861328125, | |
"p95": 6.99807861328125, | |
"p99": 6.99807861328125, | |
"values": [ | |
6.99807861328125 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1016.635392, | |
"max_global_vram": 3183.566848, | |
"max_process_vram": 215404.003328, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.4432 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 133, | |
"total": 0.9991265177726748, | |
"mean": 0.0075122294569374025, | |
"stdev": 0.00045656378150983905, | |
"p50": 0.007621584892272949, | |
"p90": 0.007925360202789306, | |
"p95": 0.007992015933990479, | |
"p99": 0.009047290954589844, | |
"values": [ | |
0.00799518394470215, | |
0.007876144886016847, | |
0.00797822380065918, | |
0.007948784828186036, | |
0.007968625068664551, | |
0.007926383972167968, | |
0.00803502368927002, | |
0.007889104843139648, | |
0.008112943649291993, | |
0.007899184226989747, | |
0.0077839851379394535, | |
0.007647665023803711, | |
0.007714385032653808, | |
0.007594705104827881, | |
0.007716145038604736, | |
0.007899663925170898, | |
0.007642385005950928, | |
0.0077723050117492675, | |
0.0075196647644042965, | |
0.007680305004119873, | |
0.00767390489578247, | |
0.007621584892272949, | |
0.007796625137329102, | |
0.007394865989685058, | |
0.007674065113067627, | |
0.007486545085906983, | |
0.007529745101928711, | |
0.007728624820709229, | |
0.007751824855804443, | |
0.007734065055847168, | |
0.007735023975372315, | |
0.007724305152893066, | |
0.007753584861755371, | |
0.007727025032043457, | |
0.010479179382324219, | |
0.008187664031982423, | |
0.007734865188598633, | |
0.007726544857025146, | |
0.007703824043273926, | |
0.007662384986877441, | |
0.00773070478439331, | |
0.007671024799346924, | |
0.007728944778442383, | |
0.007702384948730469, | |
0.007704305171966553, | |
0.007703185081481934, | |
0.0077063851356506344, | |
0.007709265232086182, | |
0.007719504833221436, | |
0.007665744781494141, | |
0.007756303787231445, | |
0.00773230504989624, | |
0.007702064990997314, | |
0.007694544792175293, | |
0.00767502498626709, | |
0.007706705093383789, | |
0.007688624858856201, | |
0.0076983838081359866, | |
0.0077111849784851074, | |
0.007702865123748779, | |
0.007728145122528076, | |
0.007683985233306885, | |
0.007697744846343994, | |
0.007699184894561768, | |
0.007492625236511231, | |
0.0090767822265625, | |
0.007438224792480469, | |
0.007188625812530517, | |
0.007096305847167968, | |
0.007043345928192139, | |
0.007071025848388672, | |
0.007055507183074951, | |
0.007009427070617676, | |
0.007063025951385498, | |
0.007091186046600342, | |
0.0070265460014343264, | |
0.007105745792388916, | |
0.007025105953216553, | |
0.007087825775146484, | |
0.007024946212768554, | |
0.007067825794219971, | |
0.007091506958007813, | |
0.007091987133026123, | |
0.007093906879425049, | |
0.007091666221618652, | |
0.007097105979919433, | |
0.00707326602935791, | |
0.0070755062103271486, | |
0.007155186176300049, | |
0.007144145965576172, | |
0.007162546157836914, | |
0.007111025810241699, | |
0.007211025238037109, | |
0.0072356657981872555, | |
0.007316306114196778, | |
0.007307984828948975, | |
0.007251185894012451, | |
0.00722718620300293, | |
0.008984622001647949, | |
0.00718846607208252, | |
0.007111345767974854, | |
0.007111186027526855, | |
0.007090385913848877, | |
0.007087185859680176, | |
0.007071506023406982, | |
0.007160305976867676, | |
0.007182065963745117, | |
0.0071772651672363285, | |
0.007120306015014648, | |
0.0070926260948181155, | |
0.007098866939544678, | |
0.007189425945281982, | |
0.007151666164398193, | |
0.007170705795288086, | |
0.007173585891723633, | |
0.007161585807800293, | |
0.0071446261405944825, | |
0.0071287860870361324, | |
0.007139505863189698, | |
0.007128945827484131, | |
0.007141106128692627, | |
0.007115506172180176, | |
0.007154706001281738, | |
0.007134225845336914, | |
0.00716830587387085, | |
0.0071164660453796385, | |
0.007214705944061279, | |
0.00770174503326416, | |
0.007978864192962646, | |
0.007921265125274659, | |
0.007989903926849366, | |
0.007944143772125245, | |
0.00763374376296997 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 133.11627470011834 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |