IlyasMoutawwakil's picture
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
5f99b71 verified
raw
history blame
11.6 kB
{
"config": {
"name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
"backend": {
"name": "pytorch",
"version": "2.3.1+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": "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": 1106.00192,
"max_global_vram": 68702.69952,
"max_process_vram": 5112.905728,
"max_reserved": 555.74528,
"max_allocated": 499.374592
},
"latency": {
"unit": "s",
"values": [
0.08639329528808594
],
"count": 1,
"total": 0.08639329528808594,
"mean": 0.08639329528808594,
"p50": 0.08639329528808594,
"p90": 0.08639329528808594,
"p95": 0.08639329528808594,
"p99": 0.08639329528808594,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1228.865536,
"max_global_vram": 68702.69952,
"max_process_vram": 244989.906944,
"max_reserved": 555.74528,
"max_allocated": 499.442688
},
"latency": {
"unit": "s",
"values": [
0.00780401611328125,
0.00756769609451294,
0.007519694805145263,
0.007567535877227783,
0.007538255214691162,
0.007548335075378418,
0.0076062560081481935,
0.00756241512298584,
0.007628974914550782,
0.007565774917602539,
0.0075232148170471195,
0.007499535083770752,
0.007559535980224609,
0.007500494956970215,
0.007534255027770996,
0.007521454811096191,
0.007548814773559571,
0.007755695819854736,
0.007916495800018311,
0.007804656028747558,
0.007853456020355224,
0.007747375965118408,
0.00780625581741333,
0.00775713586807251,
0.007960015773773194,
0.007913937091827392,
0.007804975986480713,
0.007884175777435302,
0.007811056137084961,
0.007806735992431641,
0.007757134914398193,
0.007719376087188721,
0.00768305492401123,
0.00764353609085083,
0.007663856029510498,
0.007628815174102783,
0.0076558561325073245,
0.007593454837799073,
0.007547855854034424,
0.0075491352081298825,
0.007550896167755127,
0.007574094772338867,
0.007568335056304932,
0.007545454978942871,
0.007573615074157715,
0.0075353760719299315,
0.0075569748878479,
0.007531216144561767,
0.007547854900360107,
0.007593135833740234,
0.00808785629272461,
0.007912975788116455,
0.007780496120452881,
0.007725776195526123,
0.007723855972290039,
0.007709774971008301,
0.007764975070953369,
0.0076259360313415524,
0.007633935928344726,
0.007384974956512452,
0.007302734851837158,
0.007553295135498047,
0.0075808148384094234,
0.007354253768920898,
0.007246734142303467,
0.007544335842132569,
0.007579854965209961,
0.007553616046905518,
0.007542574882507324,
0.007567055225372314,
0.007663374900817871,
0.007556975841522217,
0.007614574909210205,
0.007567535877227783,
0.007557455062866211,
0.007617296218872071,
0.0075294551849365236,
0.0075489749908447265,
0.0076398558616638185,
0.0075611348152160645,
0.0075489749908447265,
0.007554574966430664,
0.007564815998077392,
0.007555375099182129,
0.00753601598739624,
0.007639214992523193,
0.007544816017150879,
0.007504175186157227,
0.00752801513671875,
0.007516654968261718,
0.007549775123596191,
0.007497776031494141,
0.007498734951019287,
0.007497775077819824,
0.007528495788574219,
0.007462415218353271,
0.007544335842132569,
0.007528655052185059,
0.0075227351188659666,
0.007516974925994873,
0.0075379347801208495,
0.007573135852813721,
0.0075472149848937985,
0.007560495853424072,
0.007759854793548584,
0.007616175174713135,
0.007704495906829834,
0.007599854946136474,
0.007561454772949219,
0.007591535091400146,
0.007656175136566162,
0.007574575901031494,
0.007144174098968506,
0.0074851360321044925,
0.007400815010070801,
0.0075582551956176755,
0.007586415767669678,
0.007286415100097656,
0.0072500939369201664,
0.007569615840911865,
0.007659534931182862,
0.007598895072937012,
0.007603215217590332,
0.007585774898529052,
0.007660816192626953,
0.00757137393951416,
0.007618256092071533,
0.007557614803314209,
0.007564815998077392,
0.007575695037841797,
0.007560494899749756
],
"count": 131,
"total": 0.9952303352355957,
"mean": 0.007597178131569433,
"p50": 0.007567055225372314,
"p90": 0.007780496120452881,
"p95": 0.007832256078720092,
"p99": 0.007946959781646728,
"stdev": 0.00013531511173201606,
"stdev_": 1.7811233248530203
},
"throughput": {
"unit": "samples/s",
"value": 131.6278205778254
},
"energy": null,
"efficiency": null
}
}
}