IlyasMoutawwakil's picture
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
7fe64a8 verified
raw
history blame
12 kB
{
"config": {
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
"backend": {
"name": "pytorch",
"version": "2.3.1+rocm5.7",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "multiple-choice",
"library": "transformers",
"model_type": "roberta",
"model": "FacebookAI/roberta-base",
"processor": "FacebookAI/roberta-base",
"device": "cuda",
"device_ids": "6",
"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": "warn",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 128,
"cpu_ram_mb": 1082014.482432,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.12",
"gpu": [
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]"
],
"gpu_count": 8,
"gpu_vram_mb": 549621596160,
"optimum_benchmark_version": "0.5.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.45.2",
"transformers_commit": null,
"accelerate_version": "1.0.0",
"accelerate_commit": null,
"diffusers_version": "0.30.3",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.9",
"timm_commit": null,
"peft_version": "0.13.0",
"peft_commit": null
},
"print_report": true,
"log_report": true
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1104.77312,
"max_global_vram": 68702.69952,
"max_process_vram": 3413.180416,
"max_reserved": 555.74528,
"max_allocated": 499.37152
},
"latency": {
"unit": "s",
"values": [
0.0649034423828125
],
"count": 1,
"total": 0.0649034423828125,
"mean": 0.0649034423828125,
"p50": 0.0649034423828125,
"p90": 0.0649034423828125,
"p95": 0.0649034423828125,
"p99": 0.0649034423828125,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1222.631424,
"max_global_vram": 68702.69952,
"max_process_vram": 252055.339008,
"max_reserved": 555.74528,
"max_allocated": 499.506688
},
"latency": {
"unit": "s",
"values": [
0.007379209995269776,
0.007084009170532227,
0.007116808891296387,
0.007025289058685303,
0.007060328960418701,
0.007072488784790039,
0.007115368843078613,
0.007109128952026368,
0.007083209037780762,
0.00703984785079956,
0.0070339288711547855,
0.007082569122314453,
0.007082728862762451,
0.0070934491157531735,
0.007072809219360351,
0.007080489158630371,
0.007096649169921875,
0.00709968900680542,
0.007077768802642822,
0.0071121687889099125,
0.007077128887176514,
0.007077448844909668,
0.007092488765716553,
0.00710400915145874,
0.007089448928833008,
0.0070694489479064945,
0.007088169097900391,
0.007078089237213135,
0.007109448909759521,
0.007242888927459717,
0.0070572891235351565,
0.007073608875274659,
0.007093928813934326,
0.007132968902587891,
0.00711168909072876,
0.007075048923492431,
0.0071302490234375,
0.0071075291633605955,
0.00712976884841919,
0.007044329166412354,
0.0070982489585876465,
0.007080968856811524,
0.007082728862762451,
0.007101449012756347,
0.007088969230651856,
0.007096488952636718,
0.007136969089508056,
0.007125769138336182,
0.007074409008026123,
0.007070728778839111,
0.007256168842315674,
0.007068327903747559,
0.007066888809204102,
0.00748160982131958,
0.0074468889236450194,
0.007443210124969482,
0.007385768890380859,
0.007474730014801026,
0.0074867291450500485,
0.007609610080718994,
0.007432969093322754,
0.0074638500213623045,
0.007307048797607422,
0.007702569961547851,
0.007299688816070557,
0.007459528923034668,
0.007149929046630859,
0.00719168996810913,
0.007264809131622314,
0.007504969120025635,
0.00796304988861084,
0.008035850524902344,
0.007982250213623046,
0.007774089813232422,
0.007770089149475098,
0.007808489799499512,
0.0077219300270080565,
0.007496650218963623,
0.007500968933105469,
0.007524010181427002,
0.007399528980255127,
0.007568009853363037,
0.007337288856506348,
0.007769450187683106,
0.007786250114440918,
0.0077979288101196285,
0.007791049003601074,
0.007767370223999023,
0.007768970012664795,
0.007768010139465332,
0.007150888919830322,
0.007171848773956299,
0.007160648822784423,
0.007142408847808838,
0.007175689220428467,
0.007189929962158203,
0.007107209205627441,
0.007082249164581299,
0.0070281682014465335,
0.006853448867797852,
0.006861289024353027,
0.006856647968292237,
0.0068648080825805665,
0.006848009109497071,
0.006851048946380616,
0.006843048095703125,
0.006869129180908203,
0.006853128910064697,
0.006861447811126709,
0.006844648838043213,
0.006844809055328369,
0.006844967842102051,
0.006826249122619629,
0.006840009212493897,
0.0068464078903198245,
0.006846728801727295,
0.0068224091529846195,
0.006853608131408692,
0.006873768806457519,
0.00684032917022705,
0.006870567798614502,
0.006865609169006348,
0.006860649108886719,
0.0068396878242492675,
0.006851048946380616,
0.0068352088928222655,
0.006825928211212158,
0.006813609123229981,
0.006852169036865235,
0.006816487789154052,
0.006832969188690185,
0.00684912919998169,
0.006881288051605225,
0.00682944917678833,
0.006844968795776367,
0.006844967842102051,
0.006842888832092285,
0.006793289184570312,
0.006840328216552735,
0.006823847770690918
],
"count": 140,
"total": 1.0015569448471073,
"mean": 0.007153978177479337,
"p50": 0.007088569164276123,
"p90": 0.007704505968093872,
"p95": 0.007774697828292846,
"p99": 0.007974762086868285,
"stdev": 0.0003020014244754276,
"stdev_": 4.221447381907391
},
"throughput": {
"unit": "samples/s",
"value": 139.78236656466072
},
"energy": null,
"efficiency": null
}
}
}