IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
48fbcf7
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": "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": 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": 1082015.236096, | |
| "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": "0.2.1", | |
| "optimum_benchmark_commit": "d920fe9626db1e7915f6d3574b5b54b0159cd100", | |
| "transformers_version": "4.42.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.31.0", | |
| "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": 1050.853376, | |
| "max_global_vram": 1107.542016, | |
| "max_process_vram": 267510.493184, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035776 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 54, | |
| "total": 0.5091489295959473, | |
| "mean": 0.00942868388140643, | |
| "stdev": 0.0010745259369302589, | |
| "p50": 0.009065342426300048, | |
| "p90": 0.010429579830169679, | |
| "p95": 0.01207458391189575, | |
| "p99": 0.013167001438140868, | |
| "values": [ | |
| 0.01194925594329834, | |
| 0.010126059532165527, | |
| 0.009553741455078125, | |
| 0.009356461524963378, | |
| 0.009125741958618164, | |
| 0.00894638156890869, | |
| 0.009120781898498536, | |
| 0.008960943222045898, | |
| 0.009163982391357422, | |
| 0.009274222373962403, | |
| 0.009139342308044434, | |
| 0.009022062301635742, | |
| 0.010559659957885742, | |
| 0.009160621643066406, | |
| 0.01230733585357666, | |
| 0.009934221267700195, | |
| 0.009739340782165528, | |
| 0.009689420700073241, | |
| 0.009698540687561034, | |
| 0.009715500831604005, | |
| 0.00930222225189209, | |
| 0.009060622215270996, | |
| 0.008845743179321288, | |
| 0.009310381889343262, | |
| 0.00891822338104248, | |
| 0.008884943008422852, | |
| 0.008749902725219727, | |
| 0.008620463371276855, | |
| 0.008599184036254882, | |
| 0.008599502563476562, | |
| 0.008581263542175293, | |
| 0.008662702560424805, | |
| 0.008875343322753906, | |
| 0.009060942649841308, | |
| 0.008792303085327148, | |
| 0.0090438232421875, | |
| 0.008880783081054687, | |
| 0.009662542343139648, | |
| 0.00971838092803955, | |
| 0.00906974220275879, | |
| 0.00920606231689453, | |
| 0.008999502182006836, | |
| 0.008764142990112305, | |
| 0.008624303817749023, | |
| 0.008577742576599122, | |
| 0.008767983436584473, | |
| 0.008903021812438966, | |
| 0.008578702926635743, | |
| 0.0085721435546875, | |
| 0.008767823219299316, | |
| 0.00975182056427002, | |
| 0.011454378128051758, | |
| 0.013738212585449218, | |
| 0.012660455703735352 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 212.1186822207544 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1050.853376, | |
| "max_global_vram": 1107.533824, | |
| "max_process_vram": 250064.125952, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.25952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 54, | |
| "total": 0.5053090991973876, | |
| "mean": 0.009357575911062734, | |
| "stdev": 0.0007867235499716697, | |
| "p50": 0.009186061859130859, | |
| "p90": 0.009776877117156982, | |
| "p95": 0.010498123121261593, | |
| "p99": 0.01261235454559326, | |
| "values": [ | |
| 0.010327659606933593, | |
| 0.009469902038574219, | |
| 0.009439182281494141, | |
| 0.009051181793212891, | |
| 0.008990543365478516, | |
| 0.009065262794494629, | |
| 0.009117741584777832, | |
| 0.009124462127685546, | |
| 0.009287342071533203, | |
| 0.00918878173828125, | |
| 0.009207342147827148, | |
| 0.009241581916809082, | |
| 0.009522860527038574, | |
| 0.00885550308227539, | |
| 0.010106220245361328, | |
| 0.009755821228027343, | |
| 0.009667501449584961, | |
| 0.00973806095123291, | |
| 0.009657421112060548, | |
| 0.009785901069641114, | |
| 0.009361421585083008, | |
| 0.008832303047180176, | |
| 0.009307501792907714, | |
| 0.009525581359863282, | |
| 0.009025422096252442, | |
| 0.008849263191223145, | |
| 0.008834543228149415, | |
| 0.008668304443359375, | |
| 0.008747503280639649, | |
| 0.00902766227722168, | |
| 0.00862574291229248, | |
| 0.00890638256072998, | |
| 0.009277742385864257, | |
| 0.009028621673583984, | |
| 0.009483820915222168, | |
| 0.008874542236328125, | |
| 0.009570220947265624, | |
| 0.009604941368103028, | |
| 0.00918334197998047, | |
| 0.009006543159484863, | |
| 0.009196621894836426, | |
| 0.009001743316650391, | |
| 0.008890542030334472, | |
| 0.008591023445129395, | |
| 0.008573423385620118, | |
| 0.009083823204040527, | |
| 0.009329742431640625, | |
| 0.008753263473510742, | |
| 0.008730382919311523, | |
| 0.008975823402404786, | |
| 0.009729901313781738, | |
| 0.01324589443206787, | |
| 0.012050536155700684, | |
| 0.010814698219299316 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 106.86528322124299 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 53, | |
| "total": 0.9947175712585449, | |
| "mean": 0.01876825606148198, | |
| "stdev": 0.001738045419610838, | |
| "p50": 0.018263483047485353, | |
| "p90": 0.019722681045532226, | |
| "p95": 0.02297163505554199, | |
| "p99": 0.025207917709350578, | |
| "values": [ | |
| 0.019695161819458008, | |
| 0.01903724479675293, | |
| 0.018444923400878905, | |
| 0.0180938835144043, | |
| 0.017968765258789064, | |
| 0.018268924713134765, | |
| 0.018245723724365233, | |
| 0.018520923614501954, | |
| 0.018511003494262695, | |
| 0.01839804458618164, | |
| 0.01822940444946289, | |
| 0.020140920639038086, | |
| 0.018131963729858397, | |
| 0.02256779670715332, | |
| 0.019667322158813477, | |
| 0.019522361755371094, | |
| 0.01942348289489746, | |
| 0.01949980163574219, | |
| 0.019424762725830078, | |
| 0.01870668411254883, | |
| 0.017942363739013673, | |
| 0.018294364929199218, | |
| 0.018807964324951174, | |
| 0.01813628387451172, | |
| 0.017677244186401368, | |
| 0.01754012680053711, | |
| 0.017457725524902344, | |
| 0.01729180717468262, | |
| 0.01763388442993164, | |
| 0.017414045333862305, | |
| 0.01744300651550293, | |
| 0.018224124908447267, | |
| 0.01810988426208496, | |
| 0.018263483047485353, | |
| 0.017944284439086914, | |
| 0.01862604331970215, | |
| 0.019463321685791016, | |
| 0.018877723693847655, | |
| 0.018171323776245116, | |
| 0.018363643646240234, | |
| 0.018114843368530274, | |
| 0.017586206436157225, | |
| 0.017343645095825196, | |
| 0.017196928024291992, | |
| 0.01769292449951172, | |
| 0.018277084350585938, | |
| 0.01739900588989258, | |
| 0.01737932586669922, | |
| 0.01775420570373535, | |
| 0.01972956085205078, | |
| 0.02438155174255371, | |
| 0.026103147506713865, | |
| 0.023577392578125 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 53.28145549187685 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |