IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
15f36d8
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_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": true, | |
| "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 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "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": 791.42912, | |
| "max_global_vram": 1355.28448, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.404673828125, | |
| "mean": 7.404673828125, | |
| "stdev": 0.0, | |
| "p50": 7.404673828125, | |
| "p90": 7.404673828125, | |
| "p95": 7.404673828125, | |
| "p99": 7.404673828125, | |
| "values": [ | |
| 7.404673828125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.863259513886805e-07, | |
| "ram": 5.249273976330676e-07, | |
| "gpu": 1.6983346920000902e-06, | |
| "total": 3.209588041021838e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1226.21952, | |
| "max_global_vram": 1365.77024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.210304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.48634451055526745, | |
| "mean": 0.006849922683877005, | |
| "stdev": 0.0005029611276245772, | |
| "p50": 0.006945024013519287, | |
| "p90": 0.007389088153839111, | |
| "p95": 0.0077001919746398926, | |
| "p99": 0.008322841262817382, | |
| "values": [ | |
| 0.007457664012908935, | |
| 0.007457183837890625, | |
| 0.006976096153259277, | |
| 0.006945024013519287, | |
| 0.006973055839538575, | |
| 0.007036159992218018, | |
| 0.008183648109436035, | |
| 0.007307007789611817, | |
| 0.007303264141082764, | |
| 0.007200352191925049, | |
| 0.0071146240234375, | |
| 0.007021247863769531, | |
| 0.007010335922241211, | |
| 0.007001599788665771, | |
| 0.007252287864685058, | |
| 0.006995007991790771, | |
| 0.007103104114532471, | |
| 0.007112063884735107, | |
| 0.006868480205535888, | |
| 0.007060736179351807, | |
| 0.007073311805725097, | |
| 0.00695798397064209, | |
| 0.007109983921051026, | |
| 0.0069931201934814455, | |
| 0.00701308822631836, | |
| 0.006774112224578858, | |
| 0.006923007965087891, | |
| 0.007094240188598633, | |
| 0.006890975952148438, | |
| 0.00794271993637085, | |
| 0.0071478400230407715, | |
| 0.007199967861175537, | |
| 0.007111711978912354, | |
| 0.007389088153839111, | |
| 0.007144768238067627, | |
| 0.00687775993347168, | |
| 0.0071114559173583985, | |
| 0.006955999851226807, | |
| 0.006824895858764648, | |
| 0.006772384166717529, | |
| 0.006488224029541015, | |
| 0.006560416221618653, | |
| 0.008301471710205078, | |
| 0.008372703552246093, | |
| 0.007438303947448731, | |
| 0.006429279804229736, | |
| 0.006327167987823486, | |
| 0.006436223983764648, | |
| 0.006295072078704834, | |
| 0.006318912029266357, | |
| 0.006308063983917236, | |
| 0.006317823886871338, | |
| 0.006332448005676269, | |
| 0.006313663959503174, | |
| 0.006325568199157715, | |
| 0.006340991973876953, | |
| 0.006359295845031738, | |
| 0.006351615905761719, | |
| 0.0062975997924804685, | |
| 0.00632371187210083, | |
| 0.006314784049987793, | |
| 0.006289087772369385, | |
| 0.006296288013458252, | |
| 0.006337600231170654, | |
| 0.006334527969360352, | |
| 0.006299200057983398, | |
| 0.006300704002380371, | |
| 0.006331264019012451, | |
| 0.006322879791259766, | |
| 0.006302879810333252, | |
| 0.0062893757820129395 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 291.97409843873083 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.214854082375512e-08, | |
| "ram": 4.4915036602285054e-08, | |
| "gpu": 1.6014189056551713e-07, | |
| "total": 2.872054679915573e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 6963655.720018506 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1244.626944, | |
| "max_global_vram": 1365.77024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.434048 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.5117191033363341, | |
| "mean": 0.007207311314596258, | |
| "stdev": 0.000559620536589886, | |
| "p50": 0.007283520221710205, | |
| "p90": 0.00769974422454834, | |
| "p95": 0.008353280067443847, | |
| "p99": 0.008896207904815674, | |
| "values": [ | |
| 0.007534207820892334, | |
| 0.007642655849456787, | |
| 0.007313024044036865, | |
| 0.007340928077697754, | |
| 0.007233983993530273, | |
| 0.008887519836425781, | |
| 0.007606527805328369, | |
| 0.007679135799407959, | |
| 0.007692192077636719, | |
| 0.0076100797653198245, | |
| 0.007375872135162354, | |
| 0.0073853440284729005, | |
| 0.0073055682182312015, | |
| 0.007863615989685059, | |
| 0.0075103678703308105, | |
| 0.0074039998054504395, | |
| 0.007473663806915283, | |
| 0.007305503845214844, | |
| 0.0073292160034179685, | |
| 0.007390175819396973, | |
| 0.007389344215393066, | |
| 0.007336351871490478, | |
| 0.00735964822769165, | |
| 0.0072932162284851075, | |
| 0.007283520221710205, | |
| 0.007242047786712646, | |
| 0.007299424171447754, | |
| 0.0071543359756469724, | |
| 0.007718400001525879, | |
| 0.00831491184234619, | |
| 0.0075409278869628905, | |
| 0.00769974422454834, | |
| 0.007600543975830078, | |
| 0.007621376037597656, | |
| 0.007428991794586182, | |
| 0.007137951850891114, | |
| 0.0071560959815979005, | |
| 0.007214335918426513, | |
| 0.007393695831298828, | |
| 0.0067556161880493164, | |
| 0.0067023677825927734, | |
| 0.008391648292541505, | |
| 0.008774847984313964, | |
| 0.00891648006439209, | |
| 0.007018208026885986, | |
| 0.006647136211395264, | |
| 0.006670815944671631, | |
| 0.00675212812423706, | |
| 0.006638336181640625, | |
| 0.006657536029815674, | |
| 0.006669280052185059, | |
| 0.006632863998413086, | |
| 0.006628159999847412, | |
| 0.006673727989196777, | |
| 0.0066509761810302735, | |
| 0.006624767780303955, | |
| 0.006687424182891846, | |
| 0.006653984069824218, | |
| 0.006692480087280273, | |
| 0.006620768070220947, | |
| 0.006730207920074463, | |
| 0.006652895927429199, | |
| 0.006651936054229736, | |
| 0.006620927810668946, | |
| 0.0066212158203125, | |
| 0.0066221442222595215, | |
| 0.0066332478523254395, | |
| 0.006593696117401123, | |
| 0.006794079780578614, | |
| 0.00662662410736084, | |
| 0.00664412784576416 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 138.74799579904345 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.578186638921004e-08, | |
| "ram": 4.1432504822541716e-08, | |
| "gpu": 1.491250235144857e-07, | |
| "total": 2.6633939472623733e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 3754607.916819333 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.4781711030006409, | |
| "mean": 0.006734804267614661, | |
| "stdev": 0.000498750744718165, | |
| "p50": 0.006773759841918945, | |
| "p90": 0.0071526398658752445, | |
| "p95": 0.007800832033157349, | |
| "p99": 0.008340173053741455, | |
| "values": [ | |
| 0.0069816322326660156, | |
| 0.007094272136688232, | |
| 0.006803455829620361, | |
| 0.006809599876403808, | |
| 0.006738944053649902, | |
| 0.008353792190551757, | |
| 0.007069695949554444, | |
| 0.007143424034118652, | |
| 0.0071710400581359865, | |
| 0.007070720195770264, | |
| 0.006854656219482422, | |
| 0.006847487926483154, | |
| 0.006795263767242431, | |
| 0.007336959838867187, | |
| 0.0069918718338012695, | |
| 0.0069027838706970214, | |
| 0.006965248107910156, | |
| 0.006755328178405762, | |
| 0.006790143966674805, | |
| 0.006850560188293457, | |
| 0.006874112129211426, | |
| 0.006841343879699707, | |
| 0.006808576107025147, | |
| 0.00677785587310791, | |
| 0.006780928134918213, | |
| 0.006731840133666992, | |
| 0.006773759841918945, | |
| 0.006665184020996094, | |
| 0.0071526398658752445, | |
| 0.007794688224792481, | |
| 0.007023615837097168, | |
| 0.0071198720932006835, | |
| 0.007069695949554444, | |
| 0.007103487968444824, | |
| 0.006908927917480469, | |
| 0.006632448196411133, | |
| 0.006665215969085693, | |
| 0.006774784088134766, | |
| 0.006890495777130127, | |
| 0.006355967998504639, | |
| 0.006284287929534912, | |
| 0.007806975841522217, | |
| 0.008148991584777832, | |
| 0.008334336280822753, | |
| 0.0065710082054138185, | |
| 0.0062638077735900875, | |
| 0.006278143882751465, | |
| 0.00636518383026123, | |
| 0.006248447895050049, | |
| 0.0062638077735900875, | |
| 0.006276095867156982, | |
| 0.006245376110076905, | |
| 0.006239232063293457, | |
| 0.006289408206939697, | |
| 0.0062638077735900875, | |
| 0.006230016231536865, | |
| 0.006278143882751465, | |
| 0.006264832019805908, | |
| 0.006303743839263916, | |
| 0.006227968215942382, | |
| 0.00633241605758667, | |
| 0.0062638077735900875, | |
| 0.006257631778717041, | |
| 0.006232063770294189, | |
| 0.006232063770294189, | |
| 0.006235136032104492, | |
| 0.006251520156860352, | |
| 0.006214655876159668, | |
| 0.006392831802368164, | |
| 0.006245376110076905, | |
| 0.0062576642036437985 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 148.48241467219074 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |