IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
f417bbf
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+rocm6.1", | |
| "_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": "4", | |
| "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": "error", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1389.928448, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.659646484375, | |
| "mean": 7.659646484375, | |
| "stdev": 0.0, | |
| "p50": 7.659646484375, | |
| "p90": 7.659646484375, | |
| "p95": 7.659646484375, | |
| "p99": 7.659646484375, | |
| "values": [ | |
| 7.659646484375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1548.886016, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 69, | |
| "total": 0.49547200059890734, | |
| "mean": 0.007180753631868223, | |
| "stdev": 0.0003098993773018083, | |
| "p50": 0.0069807801246643065, | |
| "p90": 0.007676329898834228, | |
| "p95": 0.007833384990692138, | |
| "p99": 0.007939996032714844, | |
| "values": [ | |
| 0.008039656639099122, | |
| 0.007859817028045654, | |
| 0.007793736934661865, | |
| 0.007667818069458008, | |
| 0.007520779132843018, | |
| 0.0075102181434631345, | |
| 0.007377418994903564, | |
| 0.0073900589942932126, | |
| 0.007214219093322754, | |
| 0.006979339122772217, | |
| 0.006998060226440429, | |
| 0.006965260028839112, | |
| 0.007479177951812744, | |
| 0.007560617923736572, | |
| 0.007564298152923584, | |
| 0.007473897933959961, | |
| 0.00746029806137085, | |
| 0.007269739151000976, | |
| 0.007710377216339112, | |
| 0.007236138820648193, | |
| 0.007169579029083252, | |
| 0.0072236590385437015, | |
| 0.007271018981933594, | |
| 0.007245258808135986, | |
| 0.0072572588920593265, | |
| 0.006944939136505127, | |
| 0.006920619010925293, | |
| 0.006940138816833496, | |
| 0.006979020118713379, | |
| 0.006965260028839112, | |
| 0.006980939865112305, | |
| 0.006930860042572021, | |
| 0.0069377398490905766, | |
| 0.006899819850921631, | |
| 0.00691726016998291, | |
| 0.007111818790435791, | |
| 0.0069524598121643065, | |
| 0.00693533992767334, | |
| 0.00692061996459961, | |
| 0.0069433398246765135, | |
| 0.006940939903259277, | |
| 0.006935180187225342, | |
| 0.006924459934234619, | |
| 0.00692717981338501, | |
| 0.0069190201759338375, | |
| 0.006947978973388672, | |
| 0.006962220191955567, | |
| 0.006970860004425049, | |
| 0.006973579883575439, | |
| 0.0069807801246643065, | |
| 0.00695773983001709, | |
| 0.006990540027618408, | |
| 0.006963500022888184, | |
| 0.006960460186004639, | |
| 0.0069850988388061525, | |
| 0.0069714999198913575, | |
| 0.0069446201324462895, | |
| 0.006969579219818115, | |
| 0.006960460186004639, | |
| 0.006960299968719483, | |
| 0.006947978973388672, | |
| 0.007000939846038818, | |
| 0.006967020034790039, | |
| 0.007542057991027832, | |
| 0.007867338180541993, | |
| 0.007514857769012452, | |
| 0.007893096923828126, | |
| 0.007757896900177002, | |
| 0.007316938877105713 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 278.5222975933876 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1548.955648, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 69, | |
| "total": 0.5136620345115662, | |
| "mean": 0.007444377311761828, | |
| "stdev": 0.00030140873179236664, | |
| "p50": 0.007312617778778076, | |
| "p90": 0.007819336986541747, | |
| "p95": 0.008145705223083496, | |
| "p99": 0.008361146812438961, | |
| "values": [ | |
| 0.008104137420654297, | |
| 0.007973416805267334, | |
| 0.007908936977386474, | |
| 0.007669097900390625, | |
| 0.007545258045196533, | |
| 0.007430858135223388, | |
| 0.007467177867889405, | |
| 0.0074966177940368655, | |
| 0.007371819019317627, | |
| 0.007313098907470703, | |
| 0.0071062188148498535, | |
| 0.007608458042144776, | |
| 0.0076642980575561525, | |
| 0.007642538070678711, | |
| 0.007659657955169678, | |
| 0.007572298049926758, | |
| 0.007629578113555908, | |
| 0.008663174629211425, | |
| 0.007527178764343262, | |
| 0.007499497890472412, | |
| 0.007427338123321533, | |
| 0.007505418777465821, | |
| 0.007684776782989502, | |
| 0.0074780588150024415, | |
| 0.0075057392120361326, | |
| 0.007214220046997071, | |
| 0.007193260192871094, | |
| 0.007225259780883789, | |
| 0.007189739227294922, | |
| 0.0071796588897705075, | |
| 0.007213738918304444, | |
| 0.007189418792724609, | |
| 0.007220458984375, | |
| 0.00720621919631958, | |
| 0.007220619201660157, | |
| 0.007285099029541015, | |
| 0.0072030191421508785, | |
| 0.007175818920135498, | |
| 0.007211178779602051, | |
| 0.0072095789909362796, | |
| 0.00719805908203125, | |
| 0.007209098815917968, | |
| 0.007210858821868896, | |
| 0.00724061918258667, | |
| 0.007241098880767822, | |
| 0.007315498828887939, | |
| 0.007296138763427734, | |
| 0.0072812590599060055, | |
| 0.007396298885345459, | |
| 0.007333578109741211, | |
| 0.007306859016418457, | |
| 0.007312617778778076, | |
| 0.007307178974151611, | |
| 0.007251179218292237, | |
| 0.007254699230194092, | |
| 0.007312458992004394, | |
| 0.007267659187316895, | |
| 0.007280939102172852, | |
| 0.007265738964080811, | |
| 0.007248939037322998, | |
| 0.00727773904800415, | |
| 0.007419019222259521, | |
| 0.007273098945617676, | |
| 0.00817341709136963, | |
| 0.007796936988830566, | |
| 0.008219016075134278, | |
| 0.00819101619720459, | |
| 0.0076074981689453125, | |
| 0.007581577777862549 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 134.32956956924238 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 69, | |
| "total": 0.48197427892684935, | |
| "mean": 0.006985134477200715, | |
| "stdev": 0.00028852591850828026, | |
| "p50": 0.0068259000778198246, | |
| "p90": 0.007355882167816162, | |
| "p95": 0.007636873817443848, | |
| "p99": 0.00783325759887695, | |
| "values": [ | |
| 0.007606537818908692, | |
| 0.007493257999420166, | |
| 0.007439338207244873, | |
| 0.007194378852844238, | |
| 0.007083339214324951, | |
| 0.0070468587875366214, | |
| 0.007085578918457031, | |
| 0.007066379070281983, | |
| 0.006969900131225586, | |
| 0.0069170999526977535, | |
| 0.006712940216064453, | |
| 0.007215818881988525, | |
| 0.007270379066467285, | |
| 0.007176619052886963, | |
| 0.007200778961181641, | |
| 0.007162858963012695, | |
| 0.007254699230194092, | |
| 0.008080777168273925, | |
| 0.007084619998931885, | |
| 0.006997899055480957, | |
| 0.006979179859161377, | |
| 0.007069739818572998, | |
| 0.007214698791503906, | |
| 0.006987659931182861, | |
| 0.007057260036468506, | |
| 0.006767981052398682, | |
| 0.0067462210655212405, | |
| 0.0067793412208557126, | |
| 0.006742061138153076, | |
| 0.006734540939331055, | |
| 0.0067721400260925295, | |
| 0.006727819919586182, | |
| 0.006777259826660156, | |
| 0.0067604598999023435, | |
| 0.006771979808807373, | |
| 0.006838860988616943, | |
| 0.0067617402076721195, | |
| 0.006736299991607666, | |
| 0.006768939971923828, | |
| 0.006763500213623047, | |
| 0.006758699893951416, | |
| 0.006770380020141601, | |
| 0.00674813985824585, | |
| 0.006797420024871826, | |
| 0.006745419979095459, | |
| 0.006806221008300781, | |
| 0.0068259000778198246, | |
| 0.006812620162963867, | |
| 0.006910379886627197, | |
| 0.006845260143280029, | |
| 0.0068076601028442384, | |
| 0.006805580139160156, | |
| 0.006809579849243164, | |
| 0.006782700061798095, | |
| 0.006783501148223877, | |
| 0.00679725980758667, | |
| 0.006793739795684814, | |
| 0.006819820880889892, | |
| 0.006799499988555908, | |
| 0.006780300140380859, | |
| 0.006805420875549317, | |
| 0.006919660091400146, | |
| 0.006789421081542969, | |
| 0.007657097816467285, | |
| 0.007335018157958984, | |
| 0.007716777801513672, | |
| 0.007658537864685059, | |
| 0.007151339054107666, | |
| 0.007123178958892822 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 143.16116651210828 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |