
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
3e4dce6
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-classification", | |
"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": "0.2.0", | |
"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": "1.0.3", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 901.922816, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 508.993536 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 151, | |
"total": 1.0014278054237367, | |
"mean": 0.0066319722213492496, | |
"stdev": 0.00014354626250215384, | |
"p50": 0.006622208118438721, | |
"p90": 0.006796288013458252, | |
"p95": 0.006890496015548706, | |
"p99": 0.00699289584159851, | |
"values": [ | |
0.007423999786376953, | |
0.007000063896179199, | |
0.006825984001159668, | |
0.0068853759765625, | |
0.006895616054534912, | |
0.006796288013458252, | |
0.006779903888702392, | |
0.006767615795135498, | |
0.006752255916595459, | |
0.0066406397819519045, | |
0.0066447358131408694, | |
0.006648896217346191, | |
0.006667263984680176, | |
0.006664127826690674, | |
0.006597599983215332, | |
0.006545407772064209, | |
0.0066406397819519045, | |
0.006652927875518798, | |
0.006622208118438721, | |
0.006714367866516113, | |
0.0067348480224609375, | |
0.006677440166473389, | |
0.006665215969085693, | |
0.006646783828735352, | |
0.006559743881225586, | |
0.006684671878814697, | |
0.006680575847625733, | |
0.006673408031463623, | |
0.0066938881874084475, | |
0.006691840171813965, | |
0.006653952121734619, | |
0.006635519981384277, | |
0.006708223819732666, | |
0.0066641921997070315, | |
0.006665215969085693, | |
0.006676479816436768, | |
0.006574079990386963, | |
0.006575104236602783, | |
0.006606783866882324, | |
0.006608895778656006, | |
0.006598656177520752, | |
0.0066406397819519045, | |
0.006632480144500732, | |
0.0066344962120056155, | |
0.006669312000274658, | |
0.006732800006866455, | |
0.006703104019165039, | |
0.006713344097137451, | |
0.006648896217346191, | |
0.006595583915710449, | |
0.006651904106140137, | |
0.006675519943237305, | |
0.006665215969085693, | |
0.006673408031463623, | |
0.006659071922302246, | |
0.006642687797546387, | |
0.006820864200592041, | |
0.006920191764831543, | |
0.006916096210479736, | |
0.006876160144805908, | |
0.0069847040176391605, | |
0.006969344139099121, | |
0.006592512130737305, | |
0.006555488109588623, | |
0.0066447358131408694, | |
0.006646783828735352, | |
0.00662937593460083, | |
0.006670335769653321, | |
0.006620160102844238, | |
0.006659071922302246, | |
0.006699967861175537, | |
0.006737919807434082, | |
0.006796288013458252, | |
0.006760447978973389, | |
0.0067358717918396, | |
0.006621183872222901, | |
0.006687744140625, | |
0.006690815925598144, | |
0.006556672096252441, | |
0.006692863941192627, | |
0.006597631931304931, | |
0.006509664058685302, | |
0.0063591041564941405, | |
0.006415359973907471, | |
0.006501376152038574, | |
0.006478847980499268, | |
0.006328320026397705, | |
0.0062904319763183595, | |
0.006266880035400391, | |
0.0063907837867736815, | |
0.006725632190704346, | |
0.006763519763946534, | |
0.006790143966674805, | |
0.0067870721817016606, | |
0.006856704235076904, | |
0.006985727787017822, | |
0.0068618240356445315, | |
0.006646783828735352, | |
0.006619135856628418, | |
0.006620160102844238, | |
0.006633471965789795, | |
0.006589439868927002, | |
0.006626304149627686, | |
0.006583295822143555, | |
0.006550528049468994, | |
0.006622208118438721, | |
0.00653107213973999, | |
0.006555647850036621, | |
0.006558720111846924, | |
0.006536191940307618, | |
0.006508543968200684, | |
0.00652288007736206, | |
0.006523903846740723, | |
0.006520832061767578, | |
0.0065382399559021, | |
0.006502399921417237, | |
0.006556672096252441, | |
0.006525951862335205, | |
0.006525951862335205, | |
0.0065474557876586915, | |
0.006549503803253174, | |
0.006501376152038574, | |
0.006548416137695312, | |
0.0065443840026855465, | |
0.0065382399559021, | |
0.006568960189819336, | |
0.00653715181350708, | |
0.006554624080657959, | |
0.006508543968200684, | |
0.006519807815551758, | |
0.006520832061767578, | |
0.006509568214416504, | |
0.006495232105255127, | |
0.006534143924713135, | |
0.006516736030578613, | |
0.006458367824554443, | |
0.006546432018280029, | |
0.0065146880149841305, | |
0.006549503803253174, | |
0.0065146880149841305, | |
0.0065177597999572755, | |
0.006559743881225586, | |
0.006524928092956543, | |
0.006503456115722657, | |
0.006543360233306885, | |
0.0065064959526062015, | |
0.0065146880149841305, | |
0.006512639999389648, | |
0.00652185583114624, | |
0.00653004789352417, | |
0.0065413122177124024 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 150.7847087749945 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 7.697096548727237e-08, | |
"ram": 4.207605983797943e-08, | |
"gpu": 1.3950047235064945e-07, | |
"total": 2.5854749767590124e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3867761.2778659984 | |
} | |
} | |
} | |
} |