IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
3450758
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": "5", | |
| "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": "warn", | |
| "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": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1078.648832, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 50491.531264, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.720599609375, | |
| "mean": 8.720599609375, | |
| "stdev": 0.0, | |
| "p50": 8.720599609375, | |
| "p90": 8.720599609375, | |
| "p95": 8.720599609375, | |
| "p99": 8.720599609375, | |
| "values": [ | |
| 8.720599609375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1247.985664, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 307807.236096, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.5242335920333864, | |
| "mean": 0.00845538051666752, | |
| "stdev": 0.001427874376840583, | |
| "p50": 0.008348289489746093, | |
| "p90": 0.008924431896209716, | |
| "p95": 0.009138229799270628, | |
| "p99": 0.013309365253448491, | |
| "values": [ | |
| 0.009002846717834473, | |
| 0.009141885757446289, | |
| 0.009161405563354492, | |
| 0.009068766593933105, | |
| 0.008933568000793457, | |
| 0.008842206954956055, | |
| 0.008785728454589845, | |
| 0.008743328094482422, | |
| 0.00877948760986328, | |
| 0.00877788734436035, | |
| 0.008731328010559081, | |
| 0.009805242538452148, | |
| 0.008766688346862794, | |
| 0.00880092716217041, | |
| 0.008678848266601563, | |
| 0.008680447578430176, | |
| 0.008752126693725586, | |
| 0.008668607711791992, | |
| 0.008654687881469727, | |
| 0.008719008445739746, | |
| 0.008675968170166016, | |
| 0.008446369171142578, | |
| 0.008199170112609863, | |
| 0.008120129585266114, | |
| 0.008199170112609863, | |
| 0.007674531936645508, | |
| 0.0076943721771240235, | |
| 0.007660451889038086, | |
| 0.007648612022399902, | |
| 0.007705731868743897, | |
| 0.007681732177734375, | |
| 0.007668772220611572, | |
| 0.007662211894989014, | |
| 0.0076865310668945315, | |
| 0.007755971908569336, | |
| 0.0076705322265625, | |
| 0.007703011989593506, | |
| 0.018790172576904296, | |
| 0.007793091773986817, | |
| 0.0076993308067321775, | |
| 0.0077294111251831055, | |
| 0.007700131893157959, | |
| 0.007689732074737549, | |
| 0.007708611965179443, | |
| 0.007694371223449707, | |
| 0.00780781078338623, | |
| 0.007868930816650391, | |
| 0.0077065320014953614, | |
| 0.007725571155548096, | |
| 0.007724771976470948, | |
| 0.007850531101226807, | |
| 0.008709407806396485, | |
| 0.008648927688598634, | |
| 0.008630208015441895, | |
| 0.00825020980834961, | |
| 0.008634048461914063, | |
| 0.008657088279724121, | |
| 0.00861676788330078, | |
| 0.008623008728027343, | |
| 0.008583328247070313, | |
| 0.00800749111175537, | |
| 0.008035810470581054 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 236.5357769597164 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1248.03072, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 304750.108672, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.4827204613685608, | |
| "mean": 0.007785813893041304, | |
| "stdev": 0.0004775980244833899, | |
| "p50": 0.007795891046524048, | |
| "p90": 0.008373617076873778, | |
| "p95": 0.00849082522392273, | |
| "p99": 0.008582990398406983, | |
| "values": [ | |
| 0.008627008438110352, | |
| 0.008492769241333008, | |
| 0.008554847717285156, | |
| 0.008539169311523438, | |
| 0.00838236904144287, | |
| 0.008143810272216797, | |
| 0.008254849433898925, | |
| 0.008294849395751954, | |
| 0.008239649772644042, | |
| 0.008453888893127441, | |
| 0.00822620964050293, | |
| 0.008444449424743653, | |
| 0.008225250244140624, | |
| 0.008200130462646484, | |
| 0.008213729858398437, | |
| 0.008179490089416503, | |
| 0.008210209846496582, | |
| 0.008174850463867187, | |
| 0.00818684959411621, | |
| 0.008173890113830566, | |
| 0.008166850090026856, | |
| 0.007438372135162354, | |
| 0.007614371776580811, | |
| 0.007428293228149414, | |
| 0.007359333038330078, | |
| 0.007223493099212647, | |
| 0.007260293006896973, | |
| 0.007295813083648682, | |
| 0.007231653213500977, | |
| 0.007250853061676025, | |
| 0.007307813167572021, | |
| 0.007236453056335449, | |
| 0.007285253047943115, | |
| 0.007361893177032471, | |
| 0.007270853042602539, | |
| 0.00737773323059082, | |
| 0.007286532878875733, | |
| 0.007267652988433838, | |
| 0.007258852958679199, | |
| 0.007274374008178711, | |
| 0.007258533000946045, | |
| 0.007279812812805176, | |
| 0.0072879729270935055, | |
| 0.0072927727699279785, | |
| 0.007254533767700196, | |
| 0.007304452896118164, | |
| 0.007243972778320312, | |
| 0.007277253150939941, | |
| 0.00739309310913086, | |
| 0.007236453056335449, | |
| 0.008243009567260743, | |
| 0.008148289680480958, | |
| 0.008119170188903808, | |
| 0.008155810356140136, | |
| 0.00782525110244751, | |
| 0.008129570007324219, | |
| 0.00812572956085205, | |
| 0.00815900993347168, | |
| 0.008105889320373535, | |
| 0.008056289672851562, | |
| 0.007642052173614502, | |
| 0.007766530990600586 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 128.4387237786105 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.45264698028564454, | |
| "mean": 0.007300757746542654, | |
| "stdev": 0.00044827505986028127, | |
| "p50": 0.007315093040466309, | |
| "p90": 0.007845299005508422, | |
| "p95": 0.00793993890285492, | |
| "p99": 0.008007818398475646, | |
| "values": [ | |
| 0.008036609649658202, | |
| 0.007922531127929688, | |
| 0.007989410877227782, | |
| 0.007970691204071045, | |
| 0.007853250980377197, | |
| 0.007646852016448975, | |
| 0.007741890907287598, | |
| 0.007773731231689453, | |
| 0.007715491771697998, | |
| 0.007940610885620118, | |
| 0.007733091831207275, | |
| 0.007927171230316162, | |
| 0.007727012157440185, | |
| 0.007702531814575195, | |
| 0.007705091953277588, | |
| 0.007678051948547363, | |
| 0.007705892086029053, | |
| 0.007675652027130127, | |
| 0.007698212146759033, | |
| 0.0076804518699646, | |
| 0.007670852184295654, | |
| 0.007007493972778321, | |
| 0.0071598138809204105, | |
| 0.006980614185333252, | |
| 0.006903174877166748, | |
| 0.006781895160675049, | |
| 0.00679981517791748, | |
| 0.0068551750183105465, | |
| 0.006794374942779541, | |
| 0.006812614917755127, | |
| 0.006842054843902588, | |
| 0.006786214828491211, | |
| 0.006841575145721436, | |
| 0.006861094951629639, | |
| 0.006804134845733643, | |
| 0.006919814109802246, | |
| 0.00683037519454956, | |
| 0.00678461503982544, | |
| 0.0068068552017211915, | |
| 0.006808454990386963, | |
| 0.006813415050506592, | |
| 0.006827654838562011, | |
| 0.00682333517074585, | |
| 0.00681517505645752, | |
| 0.006794054985046386, | |
| 0.006792134761810302, | |
| 0.006802855014801025, | |
| 0.006818695068359375, | |
| 0.006934215068817138, | |
| 0.006785735130310059, | |
| 0.00774973201751709, | |
| 0.007648612022399902, | |
| 0.0076276521682739256, | |
| 0.007642531871795654, | |
| 0.007323173046112061, | |
| 0.007600932121276855, | |
| 0.0076305317878723146, | |
| 0.007654531955718994, | |
| 0.007596611976623535, | |
| 0.007604772090911865, | |
| 0.007178372859954834, | |
| 0.007307013034820556 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 136.9720835448293 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |