IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
c43b325
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 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": "0.3.1", | |
| "optimum_benchmark_commit": "802823c7274dfd9b1edbe9a02521fdbafa78149a", | |
| "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": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 901.451776, | |
| "max_global_vram": 1296.519168, | |
| "max_process_vram": 43828.59264, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.87854931640625, | |
| "mean": 7.87854931640625, | |
| "stdev": 0.0, | |
| "p50": 7.87854931640625, | |
| "p90": 7.87854931640625, | |
| "p95": 7.87854931640625, | |
| "p99": 7.87854931640625, | |
| "values": [ | |
| 7.87854931640625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1055.90784, | |
| "max_global_vram": 1390.907392, | |
| "max_process_vram": 282658.557952, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 60, | |
| "total": 0.49923922824859607, | |
| "mean": 0.00832065380414327, | |
| "stdev": 0.00038307045281672607, | |
| "p50": 0.008207494735717774, | |
| "p90": 0.008907668018341064, | |
| "p95": 0.00901291561126709, | |
| "p99": 0.009294834232330322, | |
| "values": [ | |
| 0.008781092643737793, | |
| 0.009262689590454102, | |
| 0.008919331550598144, | |
| 0.008541732788085938, | |
| 0.008201414108276368, | |
| 0.008195013999938964, | |
| 0.008294693946838379, | |
| 0.00821357536315918, | |
| 0.008236933708190917, | |
| 0.008360934257507325, | |
| 0.008862852096557617, | |
| 0.009341091156005859, | |
| 0.00890477180480957, | |
| 0.009055171012878418, | |
| 0.008928292274475098, | |
| 0.008527173042297363, | |
| 0.008522533416748046, | |
| 0.008524293899536134, | |
| 0.008675651550292969, | |
| 0.008477093696594239, | |
| 0.008535333633422851, | |
| 0.009010691642761231, | |
| 0.008226214408874511, | |
| 0.007968935012817382, | |
| 0.008012134552001953, | |
| 0.007979973793029786, | |
| 0.007973093986511231, | |
| 0.007976134777069092, | |
| 0.007969574928283691, | |
| 0.007989095211029053, | |
| 0.00797789478302002, | |
| 0.007985414981842041, | |
| 0.007971175193786621, | |
| 0.008001894950866699, | |
| 0.007959495067596436, | |
| 0.007989093780517579, | |
| 0.008049895286560058, | |
| 0.008083334922790527, | |
| 0.00797501516342163, | |
| 0.007973575115203857, | |
| 0.007960454940795898, | |
| 0.00794061517715454, | |
| 0.00880189323425293, | |
| 0.008397733688354492, | |
| 0.0089063720703125, | |
| 0.008645413398742675, | |
| 0.008485572814941406, | |
| 0.008429094314575196, | |
| 0.008423333168029784, | |
| 0.008408932685852051, | |
| 0.008124613761901855, | |
| 0.007962695121765137, | |
| 0.007973734855651855, | |
| 0.008089414596557617, | |
| 0.007994694232940674, | |
| 0.007930214881896974, | |
| 0.007935494899749755, | |
| 0.00839613437652588, | |
| 0.008058053970336914, | |
| 0.007940454959869385 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 240.36572691007765 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1055.90784, | |
| "max_global_vram": 1392.300032, | |
| "max_process_vram": 256849.891328, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 60, | |
| "total": 0.500948979854584, | |
| "mean": 0.008349149664243062, | |
| "stdev": 0.0006124668692645104, | |
| "p50": 0.008189493656158446, | |
| "p90": 0.008877235984802247, | |
| "p95": 0.008943788099288941, | |
| "p99": 0.01093095915794372, | |
| "values": [ | |
| 0.008887171745300293, | |
| 0.00908013153076172, | |
| 0.008894532203674317, | |
| 0.008087014198303223, | |
| 0.008137735366821289, | |
| 0.008265893936157226, | |
| 0.008267173767089844, | |
| 0.008156773567199706, | |
| 0.008100934028625488, | |
| 0.011792922973632812, | |
| 0.0103319673538208, | |
| 0.008936612129211426, | |
| 0.008805252075195313, | |
| 0.008869892120361328, | |
| 0.008876132011413575, | |
| 0.008414533615112305, | |
| 0.008396293640136719, | |
| 0.008556133270263671, | |
| 0.0084900541305542, | |
| 0.008357254028320313, | |
| 0.008718051910400391, | |
| 0.008793251991271973, | |
| 0.008320613861083985, | |
| 0.008047014236450196, | |
| 0.008107975006103515, | |
| 0.008216774940490723, | |
| 0.007939334869384765, | |
| 0.007987814903259277, | |
| 0.008175013542175293, | |
| 0.007957415103912353, | |
| 0.00812701416015625, | |
| 0.007947175025939942, | |
| 0.008249733924865723, | |
| 0.007927334785461426, | |
| 0.007926694869995117, | |
| 0.008032295227050781, | |
| 0.008017575263977051, | |
| 0.007962214946746825, | |
| 0.007913575172424317, | |
| 0.008017733573913574, | |
| 0.007857895851135254, | |
| 0.007893896102905274, | |
| 0.008347972869873047, | |
| 0.00858957290649414, | |
| 0.008345252990722656, | |
| 0.008249573707580567, | |
| 0.008246213912963866, | |
| 0.008567652702331542, | |
| 0.008582213401794433, | |
| 0.008047334671020508, | |
| 0.007907654762268066, | |
| 0.008026535034179688, | |
| 0.007876134872436524, | |
| 0.00791725492477417, | |
| 0.008023494720458985, | |
| 0.007987494945526124, | |
| 0.008203973770141601, | |
| 0.0082225341796875, | |
| 0.008042374610900878, | |
| 0.007924933910369874 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 119.77267628614973 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 60, | |
| "total": 0.45448944616317744, | |
| "mean": 0.0075748241027196244, | |
| "stdev": 0.0006075821686078143, | |
| "p50": 0.007385576009750366, | |
| "p90": 0.0080503737449646, | |
| "p95": 0.008094749975204468, | |
| "p99": 0.010137285060882564, | |
| "values": [ | |
| 0.008087493896484376, | |
| 0.00823261547088623, | |
| 0.008039334297180175, | |
| 0.007311656951904297, | |
| 0.0073244571685791016, | |
| 0.007401576042175293, | |
| 0.00740397596359253, | |
| 0.007369575977325439, | |
| 0.007326537132263183, | |
| 0.011006045341491699, | |
| 0.009533570289611817, | |
| 0.008059014320373535, | |
| 0.008049413681030274, | |
| 0.008047494888305664, | |
| 0.008035175323486328, | |
| 0.007689576148986816, | |
| 0.007712776184082031, | |
| 0.007799174785614014, | |
| 0.007779975891113281, | |
| 0.007568456172943115, | |
| 0.008064933776855469, | |
| 0.008019014358520508, | |
| 0.007544616222381592, | |
| 0.007187817096710205, | |
| 0.007325417041778565, | |
| 0.007444457054138183, | |
| 0.007185257911682129, | |
| 0.0071908578872680665, | |
| 0.007449417114257812, | |
| 0.007187817096710205, | |
| 0.007239017009735107, | |
| 0.007196617126464844, | |
| 0.007414056777954102, | |
| 0.00718701696395874, | |
| 0.007168137073516846, | |
| 0.0073036570549011234, | |
| 0.007236776828765869, | |
| 0.007185737133026123, | |
| 0.007179496765136718, | |
| 0.007226216793060303, | |
| 0.007179818153381348, | |
| 0.0071596579551696776, | |
| 0.007701415061950684, | |
| 0.00794669485092163, | |
| 0.007661896228790283, | |
| 0.007572936058044434, | |
| 0.0075833358764648435, | |
| 0.0076513361930847165, | |
| 0.007778535842895508, | |
| 0.007315496921539307, | |
| 0.007181737899780273, | |
| 0.0071802978515625, | |
| 0.00713245677947998, | |
| 0.007155656814575195, | |
| 0.007167337894439697, | |
| 0.0071927781105041505, | |
| 0.00736765718460083, | |
| 0.007495495796203613, | |
| 0.0071700577735900875, | |
| 0.007180615901947022 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 132.01626683858777 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |