IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
fe676a7
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_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": {}, | |
| "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 7643 48-Core Processor", | |
| "cpu_count": 96, | |
| "cpu_ram_mb": 1082028.982272, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "3e7bebdc507bc4e37dce5660074b7586de6b39b2", | |
| "transformers_version": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 902.004736, | |
| "max_global_vram": 1011.740672, | |
| "max_process_vram": 42871.750656, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 6.81142333984375, | |
| "mean": 6.81142333984375, | |
| "stdev": 0.0, | |
| "p50": 6.81142333984375, | |
| "p90": 6.81142333984375, | |
| "p95": 6.81142333984375, | |
| "p99": 6.81142333984375, | |
| "values": [ | |
| 6.81142333984375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1056.19456, | |
| "max_global_vram": 1107.480576, | |
| "max_process_vram": 270311.411712, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 59, | |
| "total": 0.5335619149208068, | |
| "mean": 0.009043422286793338, | |
| "stdev": 0.008074031716942815, | |
| "p50": 0.00786915111541748, | |
| "p90": 0.008259680175781249, | |
| "p95": 0.008797506904602051, | |
| "p99": 0.03482232563018809, | |
| "values": [ | |
| 0.008917314529418945, | |
| 0.008984834671020507, | |
| 0.008784194946289063, | |
| 0.008328513145446777, | |
| 0.008259072303771972, | |
| 0.008183072090148926, | |
| 0.008262111663818359, | |
| 0.008254112243652344, | |
| 0.0077689909934997555, | |
| 0.007861310958862305, | |
| 0.07050267028808593, | |
| 0.007904510974884033, | |
| 0.007826271057128907, | |
| 0.007937470912933349, | |
| 0.007799389839172363, | |
| 0.007814751148223878, | |
| 0.007821150779724121, | |
| 0.007859230041503906, | |
| 0.00786067008972168, | |
| 0.007834589958190918, | |
| 0.007812990188598632, | |
| 0.007842910766601563, | |
| 0.007844030857086182, | |
| 0.007946431159973144, | |
| 0.007972511768341064, | |
| 0.007841149806976318, | |
| 0.007852991104125977, | |
| 0.007833630084991454, | |
| 0.00786915111541748, | |
| 0.007837790966033936, | |
| 0.007871551036834717, | |
| 0.007861950874328612, | |
| 0.007833311080932617, | |
| 0.00785571002960205, | |
| 0.00784083080291748, | |
| 0.007860509872436524, | |
| 0.007881309986114502, | |
| 0.007876670837402344, | |
| 0.007836349964141846, | |
| 0.008203871726989746, | |
| 0.008229472160339356, | |
| 0.008158432006835938, | |
| 0.008191871643066406, | |
| 0.008042911529541015, | |
| 0.008058911323547363, | |
| 0.008005790710449219, | |
| 0.007826430797576904, | |
| 0.00786803102493286, | |
| 0.007908350944519043, | |
| 0.00789394998550415, | |
| 0.008005471229553222, | |
| 0.008104511260986328, | |
| 0.007841630935668946, | |
| 0.007829309940338135, | |
| 0.007899230003356933, | |
| 0.007785790920257568, | |
| 0.00782611083984375, | |
| 0.007857629776000977, | |
| 0.007888191223144532 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 221.15521498102794 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1056.391168, | |
| "max_global_vram": 1107.529728, | |
| "max_process_vram": 275260.919808, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 59, | |
| "total": 0.46761926269531245, | |
| "mean": 0.007925750215174788, | |
| "stdev": 0.000279410707205547, | |
| "p50": 0.007836669921875, | |
| "p90": 0.008148031044006347, | |
| "p95": 0.008413265514373778, | |
| "p99": 0.008991849555969239, | |
| "values": [ | |
| 0.008674914360046387, | |
| 0.008756513595581055, | |
| 0.008302271842956543, | |
| 0.008146270751953125, | |
| 0.008031230926513672, | |
| 0.008094911575317382, | |
| 0.009316837310791016, | |
| 0.007800990104675293, | |
| 0.0077942700386047364, | |
| 0.007831231117248535, | |
| 0.008384193420410156, | |
| 0.007836669921875, | |
| 0.007761469841003418, | |
| 0.007735710144042968, | |
| 0.0077483501434326175, | |
| 0.007793310165405273, | |
| 0.007829790115356445, | |
| 0.007788190841674805, | |
| 0.007743071079254151, | |
| 0.007815391063690185, | |
| 0.0078419508934021, | |
| 0.0077709097862243654, | |
| 0.007669950008392334, | |
| 0.00804211139678955, | |
| 0.008001311302185059, | |
| 0.007852510929107666, | |
| 0.0079150710105896, | |
| 0.0078112311363220215, | |
| 0.0077734699249267574, | |
| 0.007801949977874756, | |
| 0.00785827112197876, | |
| 0.007906270027160645, | |
| 0.007816990852355958, | |
| 0.007861791133880615, | |
| 0.007868990898132325, | |
| 0.007761950969696045, | |
| 0.007858750820159912, | |
| 0.007835550785064697, | |
| 0.008019710540771484, | |
| 0.008139230728149415, | |
| 0.008052350997924805, | |
| 0.008155072212219238, | |
| 0.007964830875396728, | |
| 0.007892189979553222, | |
| 0.008037951469421387, | |
| 0.00781539011001587, | |
| 0.007726749897003174, | |
| 0.007729310035705567, | |
| 0.007805469989776611, | |
| 0.007706430912017823, | |
| 0.007844510078430176, | |
| 0.00787571096420288, | |
| 0.007728670120239258, | |
| 0.0076774702072143555, | |
| 0.00789107084274292, | |
| 0.007792990207672119, | |
| 0.007662590026855469, | |
| 0.007805470943450928, | |
| 0.007861470222473145 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 126.17102139875433 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 59, | |
| "total": 0.4219656443595886, | |
| "mean": 0.007151960073891331, | |
| "stdev": 0.000273727394341104, | |
| "p50": 0.007050588130950928, | |
| "p90": 0.007361884307861328, | |
| "p95": 0.00756111726760864, | |
| "p99": 0.008238352146148683, | |
| "values": [ | |
| 0.007867550849914551, | |
| 0.0079947509765625, | |
| 0.007497629165649414, | |
| 0.0073150677680969235, | |
| 0.007210907936096192, | |
| 0.007229147911071777, | |
| 0.008574753761291505, | |
| 0.006972026824951172, | |
| 0.006968667030334472, | |
| 0.007069307804107666, | |
| 0.007527069091796875, | |
| 0.007016026973724365, | |
| 0.006938746929168701, | |
| 0.006987387180328369, | |
| 0.006958426952362061, | |
| 0.007056827068328857, | |
| 0.00704738712310791, | |
| 0.007037308216094971, | |
| 0.007025467872619629, | |
| 0.0071248278617858886, | |
| 0.007042428016662597, | |
| 0.007031867027282715, | |
| 0.006974106788635254, | |
| 0.007182107925415039, | |
| 0.0072245078086853026, | |
| 0.007060028076171875, | |
| 0.007152187824249268, | |
| 0.007044347763061523, | |
| 0.007046747207641602, | |
| 0.007029946804046631, | |
| 0.007050588130950928, | |
| 0.007045466899871827, | |
| 0.007055068016052246, | |
| 0.007126587867736817, | |
| 0.007044187068939209, | |
| 0.007056188106536865, | |
| 0.007023548126220703, | |
| 0.007053466796875, | |
| 0.007372509002685547, | |
| 0.00733762788772583, | |
| 0.0073592281341552735, | |
| 0.007315868854522705, | |
| 0.007195548057556152, | |
| 0.007219227790832519, | |
| 0.007196988105773926, | |
| 0.007035546779632569, | |
| 0.007012187004089355, | |
| 0.006999386787414551, | |
| 0.007111708164215088, | |
| 0.006984188079833985, | |
| 0.007041147232055664, | |
| 0.007095387935638428, | |
| 0.0069654669761657715, | |
| 0.0069657878875732425, | |
| 0.007049307823181152, | |
| 0.006976346969604492, | |
| 0.006953466892242432, | |
| 0.006999388217926026, | |
| 0.007116668224334717 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 139.82180963936884 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |