IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
2f59b6d
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model_type": "gpt2", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "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", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "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": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1038.569472, | |
| "max_global_vram": 1365.77024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.210816 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 77, | |
| "total": 0.49237606382370014, | |
| "mean": 0.006394494335372728, | |
| "stdev": 0.0006390265657928551, | |
| "p50": 0.006159711837768555, | |
| "p90": 0.006647193717956543, | |
| "p95": 0.00716785297393799, | |
| "p99": 0.009183903999328604, | |
| "values": [ | |
| 0.010716671943664552, | |
| 0.008699872016906739, | |
| 0.0070871682167053226, | |
| 0.007000991821289063, | |
| 0.0076447358131408695, | |
| 0.00627023983001709, | |
| 0.006189087867736817, | |
| 0.006175007820129395, | |
| 0.006159711837768555, | |
| 0.006130464076995849, | |
| 0.006169023990631103, | |
| 0.006331776142120361, | |
| 0.006432096004486084, | |
| 0.006143455982208252, | |
| 0.0065567679405212406, | |
| 0.006459712028503418, | |
| 0.006422336101531982, | |
| 0.006393439769744873, | |
| 0.006700032234191895, | |
| 0.0064858880043029785, | |
| 0.00644374418258667, | |
| 0.006458144187927246, | |
| 0.0061478400230407714, | |
| 0.006101791858673096, | |
| 0.006109600067138672, | |
| 0.00617795181274414, | |
| 0.006473599910736084, | |
| 0.006130464076995849, | |
| 0.006114175796508789, | |
| 0.006101535797119141, | |
| 0.006124512195587158, | |
| 0.006371359825134277, | |
| 0.006571807861328125, | |
| 0.006820256233215332, | |
| 0.007490592002868652, | |
| 0.006537280082702637, | |
| 0.00643552017211914, | |
| 0.0066119680404663084, | |
| 0.006468959808349609, | |
| 0.0060356478691101076, | |
| 0.006013216018676758, | |
| 0.006112895965576172, | |
| 0.006136127948760986, | |
| 0.006119135856628418, | |
| 0.006118368148803711, | |
| 0.006122879981994629, | |
| 0.006232448101043701, | |
| 0.006084735870361328, | |
| 0.006111040115356446, | |
| 0.006150815963745117, | |
| 0.006128416061401367, | |
| 0.0061279358863830565, | |
| 0.006482592105865478, | |
| 0.006417727947235107, | |
| 0.006510303974151611, | |
| 0.006285791873931885, | |
| 0.006280447959899902, | |
| 0.006429728031158447, | |
| 0.006429376125335694, | |
| 0.006109312057495118, | |
| 0.006135072231292725, | |
| 0.006080160140991211, | |
| 0.006101823806762695, | |
| 0.0061049280166625974, | |
| 0.006150784015655518, | |
| 0.006135263919830322, | |
| 0.006108543872833252, | |
| 0.006093088150024414, | |
| 0.006085696220397949, | |
| 0.006113056182861328, | |
| 0.0061320638656616215, | |
| 0.006268576145172119, | |
| 0.006108799934387207, | |
| 0.006108448028564453, | |
| 0.006118336200714111, | |
| 0.006091807842254639, | |
| 0.006141088008880615 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 312.7690627445715 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.80757178950031e-08, | |
| "ram": 4.268807817683152e-08, | |
| "gpu": 1.501901786315798e-07, | |
| "total": 2.709539747034144e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 7381327.408794041 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1038.569472, | |
| "max_global_vram": 1365.77024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.43456 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 77, | |
| "total": 0.5153516173362731, | |
| "mean": 0.006692878147224326, | |
| "stdev": 0.000452046519818447, | |
| "p50": 0.0065558719635009765, | |
| "p90": 0.007058835124969482, | |
| "p95": 0.0073153406143188476, | |
| "p99": 0.00805302270889281, | |
| "values": [ | |
| 0.009865568161010743, | |
| 0.007480639934539795, | |
| 0.007417952060699463, | |
| 0.00730790376663208, | |
| 0.006880127906799317, | |
| 0.006872032165527344, | |
| 0.0064152321815490725, | |
| 0.00643833589553833, | |
| 0.006512479782104492, | |
| 0.0064943041801452635, | |
| 0.006488831996917724, | |
| 0.006881696224212646, | |
| 0.006836575984954834, | |
| 0.00662992000579834, | |
| 0.006820256233215332, | |
| 0.006723296165466308, | |
| 0.00678550386428833, | |
| 0.006741600036621094, | |
| 0.007041823863983154, | |
| 0.006802815914154053, | |
| 0.006754784107208252, | |
| 0.0070843520164489745, | |
| 0.006475327968597412, | |
| 0.006458144187927246, | |
| 0.0065558719635009765, | |
| 0.006713344097137451, | |
| 0.006791232109069824, | |
| 0.006439040184020996, | |
| 0.00645356798171997, | |
| 0.006783552169799804, | |
| 0.006443776130676269, | |
| 0.007345088005065918, | |
| 0.007230912208557129, | |
| 0.007149055957794189, | |
| 0.006927775859832764, | |
| 0.006775680065155029, | |
| 0.006780640125274658, | |
| 0.007004096031188965, | |
| 0.006775296211242675, | |
| 0.0063818879127502445, | |
| 0.006396192073822022, | |
| 0.006439743995666504, | |
| 0.0064160962104797365, | |
| 0.006393184185028076, | |
| 0.006389215946197509, | |
| 0.006583136081695556, | |
| 0.006459231853485107, | |
| 0.006436543941497803, | |
| 0.006421184062957764, | |
| 0.006421152114868164, | |
| 0.006522624015808105, | |
| 0.006428736209869385, | |
| 0.006820831775665283, | |
| 0.0069209918975830075, | |
| 0.00663651180267334, | |
| 0.0066743998527526854, | |
| 0.006731359958648681, | |
| 0.006712063789367676, | |
| 0.0064254717826843265, | |
| 0.00639737606048584, | |
| 0.006444320201873779, | |
| 0.006581376075744629, | |
| 0.006560480117797852, | |
| 0.006495007991790772, | |
| 0.006422304153442383, | |
| 0.006448031902313233, | |
| 0.00644220781326294, | |
| 0.006454495906829834, | |
| 0.006429664134979248, | |
| 0.006409152030944824, | |
| 0.006556416034698486, | |
| 0.006423871994018554, | |
| 0.006428959846496582, | |
| 0.006436607837677002, | |
| 0.006460351943969727, | |
| 0.0064397120475769044, | |
| 0.006532288074493408 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 149.41255137219562 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.207198707581676e-08, | |
| "ram": 3.940509380086823e-08, | |
| "gpu": 1.394689841785396e-07, | |
| "total": 2.5094606505522467e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 3984920.025663419 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 77, | |
| "total": 0.48427503967285157, | |
| "mean": 0.0062892862295175515, | |
| "stdev": 0.00040772727187516093, | |
| "p50": 0.006170623779296875, | |
| "p90": 0.006633267211914063, | |
| "p95": 0.00679116792678833, | |
| "p99": 0.007472414684295643, | |
| "values": [ | |
| 0.009162752151489258, | |
| 0.006938623905181885, | |
| 0.00684441614151001, | |
| 0.00677785587310791, | |
| 0.006475776195526123, | |
| 0.0064880638122558594, | |
| 0.006037504196166992, | |
| 0.006052864074707031, | |
| 0.006130688190460205, | |
| 0.006102015972137451, | |
| 0.006103040218353272, | |
| 0.0064849920272827145, | |
| 0.00643993616104126, | |
| 0.006239232063293457, | |
| 0.006419456005096436, | |
| 0.006326272010803223, | |
| 0.006375423908233643, | |
| 0.0063498239517211915, | |
| 0.00657203197479248, | |
| 0.006407167911529541, | |
| 0.006360064029693604, | |
| 0.0066713600158691405, | |
| 0.0060835199356079105, | |
| 0.006079487800598145, | |
| 0.006173696041107178, | |
| 0.0063211522102355954, | |
| 0.006395904064178467, | |
| 0.006044672012329101, | |
| 0.006076416015625, | |
| 0.00638259220123291, | |
| 0.0060661759376525876, | |
| 0.006900735855102539, | |
| 0.006763519763946534, | |
| 0.0066826238632202144, | |
| 0.006515711784362793, | |
| 0.00637440013885498, | |
| 0.006387712001800537, | |
| 0.0066078720092773435, | |
| 0.006366208076477051, | |
| 0.005994495868682862, | |
| 0.00601804780960083, | |
| 0.006056960105895996, | |
| 0.0060405759811401364, | |
| 0.006017024040222168, | |
| 0.006012928009033203, | |
| 0.006206399917602539, | |
| 0.006057983875274659, | |
| 0.006047743797302246, | |
| 0.00604259204864502, | |
| 0.006040639877319336, | |
| 0.006144000053405762, | |
| 0.006023168087005615, | |
| 0.0064245758056640625, | |
| 0.006526976108551025, | |
| 0.0062269439697265625, | |
| 0.006268928050994873, | |
| 0.006334464073181153, | |
| 0.0063211522102355954, | |
| 0.00602623987197876, | |
| 0.00601907205581665, | |
| 0.006049791812896729, | |
| 0.006195199966430664, | |
| 0.006170623779296875, | |
| 0.006116352081298828, | |
| 0.006039552211761475, | |
| 0.006065152168273926, | |
| 0.006049791812896729, | |
| 0.006077439785003662, | |
| 0.006052800178527832, | |
| 0.006031360149383545, | |
| 0.006178815841674804, | |
| 0.006025216102600098, | |
| 0.006052864074707031, | |
| 0.006046720027923584, | |
| 0.006077439785003662, | |
| 0.006062079906463623, | |
| 0.006151167869567871 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 159.0005548335029 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |