hf-transformers-bot's picture
Upload folder using huggingface_hub
eb3dd77 verified
{
"config": {
"name": "pytorch_generate",
"backend": {
"name": "pytorch",
"version": "2.4.0+cu121",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "text-generation",
"library": "transformers",
"model_type": "gemma",
"model": "google/gemma-2b",
"processor": "google/gemma-2b",
"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": "float16",
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": "static",
"autocast_enabled": false,
"autocast_dtype": null,
"torch_compile": false,
"torch_compile_target": "forward",
"torch_compile_config": {
"backend": "inductor",
"mode": "reduce-overhead",
"fullgraph": true
},
"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": 2,
"duration": 0,
"warmup_runs": 10,
"input_shapes": {
"batch_size": 1,
"num_choices": 2,
"sequence_length": 7
},
"new_tokens": null,
"memory": true,
"latency": true,
"energy": false,
"forward_kwargs": {},
"generate_kwargs": {
"max_new_tokens": 128,
"min_new_tokens": 128,
"do_sample": false
},
"call_kwargs": {}
},
"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 7R32",
"cpu_count": 16,
"cpu_ram_mb": 66697.261056,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.10.223-211.872.amzn2.x86_64-x86_64-with-glibc2.29",
"processor": "x86_64",
"python_version": "3.8.10",
"gpu": [
"NVIDIA A10G"
],
"gpu_count": 1,
"gpu_vram_mb": 24146608128,
"optimum_benchmark_version": "0.4.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.45.0.dev0",
"transformers_commit": "c35d2ccf5a5ebcab24a0b9da3cb2527b3ae565a0",
"accelerate_version": "0.34.0.dev0",
"accelerate_commit": null,
"diffusers_version": null,
"diffusers_commit": null,
"optimum_version": "1.22.0.dev0",
"optimum_commit": null,
"timm_version": "0.9.16",
"timm_commit": null,
"peft_version": "0.12.1.dev0",
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1318.567936,
"max_global_vram": 6768.033792,
"max_process_vram": 0.0,
"max_reserved": 6138.363904,
"max_allocated": 6060.931072
},
"latency": {
"unit": "s",
"count": 1,
"total": 12.442005859375,
"mean": 12.442005859375,
"stdev": 0.0,
"p50": 12.442005859375,
"p90": 12.442005859375,
"p95": 12.442005859375,
"p99": 12.442005859375,
"values": [
12.442005859375
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"prefill": {
"memory": {
"unit": "MB",
"max_ram": 1745.707008,
"max_global_vram": 6789.005312,
"max_process_vram": 0.0,
"max_reserved": 6142.558208,
"max_allocated": 5028.450816
},
"latency": {
"unit": "s",
"count": 2,
"total": 0.043309535980224606,
"mean": 0.021654767990112303,
"stdev": 4.782485961913989e-05,
"p50": 0.021654767990112303,
"p90": 0.02169302787780762,
"p95": 0.02169781036376953,
"p99": 0.02170163635253906,
"values": [
0.021606943130493165,
0.021702592849731445
]
},
"throughput": {
"unit": "tokens/s",
"value": 323.25444461913617
},
"energy": null,
"efficiency": null
},
"decode": {
"memory": {
"unit": "MB",
"max_ram": 1770.733568,
"max_global_vram": 6793.199616,
"max_process_vram": 0.0,
"max_reserved": 6146.752512,
"max_allocated": 5031.820288
},
"latency": {
"unit": "s",
"count": 2,
"total": 5.141742431640625,
"mean": 2.5708712158203126,
"stdev": 0.014269409179687553,
"p50": 2.5708712158203126,
"p90": 2.5822867431640626,
"p95": 2.5837136840820314,
"p99": 2.5848552368164066,
"values": [
2.556601806640625,
2.585140625
]
},
"throughput": {
"unit": "tokens/s",
"value": 49.399596221888885
},
"energy": null,
"efficiency": null
},
"per_token": {
"memory": null,
"latency": {
"unit": "s",
"count": 254,
"total": 5.1414824924469,
"mean": 0.02024205705687756,
"stdev": 0.0004423089829375129,
"p50": 0.019986943244934084,
"p90": 0.0208225284576416,
"p95": 0.020916325855255127,
"p99": 0.021199257431030273,
"values": [
0.019908607482910155,
0.019923967361450197,
0.020068351745605468,
0.019891199111938478,
0.01987583923339844,
0.019909631729125975,
0.020248575210571287,
0.019904512405395508,
0.019869695663452147,
0.01986457633972168,
0.019939327239990236,
0.019886079788208007,
0.019977216720581056,
0.019861503601074217,
0.019987455368041994,
0.019948543548583983,
0.019887104034423828,
0.019966976165771484,
0.019954687118530275,
0.01989836883544922,
0.0200447998046875,
0.020936704635620116,
0.020818944931030273,
0.019907583236694337,
0.019943424224853516,
0.02006118392944336,
0.019965951919555663,
0.01988096046447754,
0.02006118392944336,
0.01987481689453125,
0.01992192077636719,
0.019922943115234376,
0.019966976165771484,
0.019985408782958985,
0.019961856842041017,
0.019907583236694337,
0.01990553665161133,
0.01990553665161133,
0.019907583236694337,
0.019937280654907227,
0.019965951919555663,
0.019914751052856446,
0.019931135177612306,
0.0198973445892334,
0.019945472717285157,
0.019956735610961913,
0.020087871551513672,
0.01994438362121582,
0.019989503860473632,
0.019935232162475586,
0.019955711364746095,
0.02004582405090332,
0.019909631729125975,
0.01989017677307129,
0.019907583236694337,
0.020319232940673827,
0.020039680480957032,
0.01988812828063965,
0.019908607482910155,
0.019914751052856446,
0.019993600845336915,
0.020109312057495117,
0.02000383949279785,
0.01997209548950195,
0.019938304901123048,
0.019928064346313477,
0.019908607482910155,
0.019945472717285157,
0.019970048904418947,
0.019870719909667968,
0.019964927673339843,
0.019908607482910155,
0.019960832595825196,
0.02002227210998535,
0.021752832412719726,
0.02110361671447754,
0.02105446434020996,
0.020907007217407226,
0.019920896530151368,
0.019883007049560548,
0.019935232162475586,
0.02006630325317383,
0.019968000411987305,
0.019927040100097656,
0.019931135177612306,
0.019926015853881835,
0.019939327239990236,
0.019957759857177734,
0.019966976165771484,
0.020000768661499024,
0.019970048904418947,
0.019955711364746095,
0.02004991912841797,
0.019942399978637695,
0.019934207916259765,
0.02031718444824219,
0.020783103942871094,
0.01998028755187988,
0.019955711364746095,
0.020129791259765627,
0.019952640533447266,
0.019986431121826173,
0.019974143981933593,
0.019955711364746095,
0.0200898551940918,
0.02032537651062012,
0.019924991607666014,
0.019902463912963866,
0.020039680480957032,
0.02063974380493164,
0.020899839401245117,
0.020701183319091796,
0.020767744064331056,
0.020818944931030273,
0.02083635139465332,
0.020754432678222655,
0.020790271759033203,
0.020731903076171874,
0.020785152435302736,
0.02083020782470703,
0.02109337615966797,
0.02086911964416504,
0.020677631378173827,
0.020756479263305663,
0.020726783752441406,
0.020039680480957032,
0.019910655975341796,
0.019869695663452147,
0.019931135177612306,
0.019998720169067383,
0.019987455368041994,
0.019917823791503905,
0.019976192474365235,
0.01984511947631836,
0.019914751052856446,
0.019869695663452147,
0.01989017677307129,
0.019916799545288084,
0.02004275131225586,
0.01984000015258789,
0.019986431121826173,
0.01987174415588379,
0.019891199111938478,
0.01989836883544922,
0.01986867141723633,
0.02008064079284668,
0.01990656089782715,
0.0198973445892334,
0.019985408782958985,
0.01990656089782715,
0.019947519302368166,
0.01985843276977539,
0.01985945510864258,
0.01980620765686035,
0.02025369644165039,
0.01984716796875,
0.01989017677307129,
0.02008064079284668,
0.020060159683227538,
0.02010419273376465,
0.02004684829711914,
0.020109312057495117,
0.02064588737487793,
0.020782079696655274,
0.02072985649108887,
0.02069811248779297,
0.020677631378173827,
0.020658176422119142,
0.020824064254760744,
0.020888576507568358,
0.020737024307250978,
0.02066022491455078,
0.02068889617919922,
0.020736000061035157,
0.021141504287719725,
0.02106265640258789,
0.020752384185791017,
0.019924991607666014,
0.020739072799682616,
0.019876863479614256,
0.01991372871398926,
0.019851264953613282,
0.019904512405395508,
0.020742143630981445,
0.020684799194335936,
0.02064793586730957,
0.020486143112182616,
0.02083839988708496,
0.020719615936279297,
0.020726783752441406,
0.02082815933227539,
0.020806655883789063,
0.020748287200927733,
0.01998028755187988,
0.021109760284423826,
0.0200447998046875,
0.019989503860473632,
0.02005299186706543,
0.020011007308959963,
0.02065203285217285,
0.02083328056335449,
0.020682752609252928,
0.020800512313842775,
0.02126438331604004,
0.020684799194335936,
0.020715520858764647,
0.02087116813659668,
0.020703231811523438,
0.020098047256469728,
0.020050943374633787,
0.019934207916259765,
0.019975168228149414,
0.01998028755187988,
0.019957759857177734,
0.019960832595825196,
0.01998028755187988,
0.02003660774230957,
0.01991372871398926,
0.021019647598266602,
0.02072166442871094,
0.020805631637573242,
0.020933631896972657,
0.02064384078979492,
0.020785152435302736,
0.020694015502929687,
0.02086604881286621,
0.020737024307250978,
0.020817920684814452,
0.020717567443847656,
0.019963903427124022,
0.02005504035949707,
0.020002815246582033,
0.019950592041015625,
0.019964927673339843,
0.019918848037719726,
0.01991372871398926,
0.02005606460571289,
0.019942399978637695,
0.019959808349609375,
0.020426752090454102,
0.02083839988708496,
0.020702207565307617,
0.020769792556762694,
0.020799488067626954,
0.019918848037719726,
0.020135936737060548,
0.019940351486206053,
0.020516864776611327,
0.020586496353149415,
0.0208035831451416,
0.020777984619140624,
0.022945791244506835,
0.021032960891723632,
0.020779008865356444
]
},
"throughput": {
"unit": "tokens/s",
"value": 49.402093729413444
},
"energy": null,
"efficiency": null
}
}
}