IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
9b941e3
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": 791.179264, | |
| "max_global_vram": 1355.28448, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.439029296875, | |
| "mean": 7.439029296875, | |
| "stdev": 0.0, | |
| "p50": 7.439029296875, | |
| "p90": 7.439029296875, | |
| "p95": 7.439029296875, | |
| "p99": 7.439029296875, | |
| "values": [ | |
| 7.439029296875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0225656187504879e-06, | |
| "ram": 5.227145173285947e-07, | |
| "gpu": 1.7988903280002477e-06, | |
| "total": 3.3441704640793303e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1229.725696, | |
| "max_global_vram": 1365.77024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.210304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.49019532918930064, | |
| "mean": 0.006904159566046487, | |
| "stdev": 0.00039791946860698324, | |
| "p50": 0.007026656150817871, | |
| "p90": 0.007339935779571533, | |
| "p95": 0.007403552055358887, | |
| "p99": 0.007601647901535034, | |
| "values": [ | |
| 0.0077480320930480955, | |
| 0.0075062718391418455, | |
| 0.007538911819458008, | |
| 0.007218592166900635, | |
| 0.006989888191223145, | |
| 0.006884448051452637, | |
| 0.007163424015045166, | |
| 0.0073348798751831056, | |
| 0.00727126407623291, | |
| 0.007207776069641113, | |
| 0.007083615779876709, | |
| 0.007084735870361328, | |
| 0.006987391948699951, | |
| 0.007071199893951416, | |
| 0.007300064086914062, | |
| 0.007165599822998047, | |
| 0.007257823944091797, | |
| 0.006958176136016845, | |
| 0.007037568092346192, | |
| 0.007097663879394531, | |
| 0.007313344001770019, | |
| 0.00710700798034668, | |
| 0.007367167949676514, | |
| 0.007026656150817871, | |
| 0.0073227200508117676, | |
| 0.007158976078033447, | |
| 0.0071991682052612305, | |
| 0.007137311935424805, | |
| 0.007198080062866211, | |
| 0.0071991682052612305, | |
| 0.007227712154388428, | |
| 0.0073623361587524415, | |
| 0.007411871910095215, | |
| 0.007191679954528809, | |
| 0.007307807922363282, | |
| 0.007339935779571533, | |
| 0.0072828478813171385, | |
| 0.007009600162506104, | |
| 0.006906112194061279, | |
| 0.00667193603515625, | |
| 0.007071584224700928, | |
| 0.007174496173858643, | |
| 0.007395232200622558, | |
| 0.006928415775299073, | |
| 0.006680607795715332, | |
| 0.00664134407043457, | |
| 0.006714591979980469, | |
| 0.006649631977081299, | |
| 0.006535711765289306, | |
| 0.006415584087371826, | |
| 0.006359456062316894, | |
| 0.006398240089416504, | |
| 0.006388480186462402, | |
| 0.006388576030731201, | |
| 0.006371039867401123, | |
| 0.006368319988250732, | |
| 0.006356160163879395, | |
| 0.006361728191375733, | |
| 0.006352992057800293, | |
| 0.00636518383026123, | |
| 0.00637500810623169, | |
| 0.006344927787780762, | |
| 0.006379199981689453, | |
| 0.006367616176605225, | |
| 0.006394207954406738, | |
| 0.006381855964660644, | |
| 0.006390431880950928, | |
| 0.006398943901062012, | |
| 0.006339968204498291, | |
| 0.00660694408416748, | |
| 0.0066500802040100095 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 289.6804427631813 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.000337895227635e-08, | |
| "ram": 4.3608787583427683e-08, | |
| "gpu": 1.663759720268441e-07, | |
| "total": 2.8998813856254813e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 6896833.815044528 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1248.673792, | |
| "max_global_vram": 1365.77024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.434048 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.5166842236518859, | |
| "mean": 0.0072772425866462825, | |
| "stdev": 0.0004354526584928609, | |
| "p50": 0.007469759941101074, | |
| "p90": 0.007746592044830323, | |
| "p95": 0.007786688089370728, | |
| "p99": 0.00793777289390564, | |
| "values": [ | |
| 0.007902944087982177, | |
| 0.008019040107727051, | |
| 0.007724768161773682, | |
| 0.007712224006652832, | |
| 0.0072336320877075195, | |
| 0.007522655963897705, | |
| 0.00775107192993164, | |
| 0.0077420158386230465, | |
| 0.007732800006866455, | |
| 0.00783686399459839, | |
| 0.007482912063598633, | |
| 0.007469759941101074, | |
| 0.007358816146850586, | |
| 0.007745823860168457, | |
| 0.0074966721534729, | |
| 0.0076112642288208, | |
| 0.00759827184677124, | |
| 0.00737334394454956, | |
| 0.007522463798522949, | |
| 0.007397535800933838, | |
| 0.007706624031066894, | |
| 0.007775008201599121, | |
| 0.0076685757637023925, | |
| 0.007594240188598633, | |
| 0.007579328060150147, | |
| 0.007548160076141357, | |
| 0.007682591915130615, | |
| 0.0075914239883422855, | |
| 0.007580671787261963, | |
| 0.0075541439056396485, | |
| 0.0077482562065124515, | |
| 0.007683104038238526, | |
| 0.007687903881072998, | |
| 0.007746592044830323, | |
| 0.007685088157653809, | |
| 0.007523871898651123, | |
| 0.007334432125091553, | |
| 0.007616000175476074, | |
| 0.007026303768157959, | |
| 0.007206048011779785, | |
| 0.007596799850463867, | |
| 0.007598720073699951, | |
| 0.007798367977142334, | |
| 0.006962687969207764, | |
| 0.0070392642021179196, | |
| 0.007085792064666748, | |
| 0.007034207820892334, | |
| 0.007220895767211914, | |
| 0.006700767993927002, | |
| 0.006692639827728272, | |
| 0.006713920116424561, | |
| 0.006671487808227539, | |
| 0.0066960639953613284, | |
| 0.006778207778930664, | |
| 0.0066984639167785645, | |
| 0.006674272060394287, | |
| 0.006717631816864014, | |
| 0.006752992153167724, | |
| 0.006661312103271484, | |
| 0.006663839817047119, | |
| 0.006775904178619385, | |
| 0.006695551872253418, | |
| 0.006681727886199951, | |
| 0.006681536197662354, | |
| 0.00669974422454834, | |
| 0.006731488227844238, | |
| 0.00665561580657959, | |
| 0.006669888019561768, | |
| 0.006688447952270507, | |
| 0.006909791946411133, | |
| 0.006962944030761719 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 137.41468531432454 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.526228362889373e-08, | |
| "ram": 4.128214325277003e-08, | |
| "gpu": 1.5083928896017056e-07, | |
| "total": 2.673837158418342e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 3739943.5371431937 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.48300863933563254, | |
| "mean": 0.006802938582192005, | |
| "stdev": 0.00037025534286470917, | |
| "p50": 0.006947840213775635, | |
| "p90": 0.007193600177764893, | |
| "p95": 0.007257071971893311, | |
| "p99": 0.00739420142173767, | |
| "values": [ | |
| 0.007362559795379638, | |
| 0.007468031883239746, | |
| 0.007189504146575928, | |
| 0.007180287837982178, | |
| 0.0067573761940002445, | |
| 0.006985727787017822, | |
| 0.007193600177764893, | |
| 0.00718236780166626, | |
| 0.007209983825683594, | |
| 0.007275519847869873, | |
| 0.006947840213775635, | |
| 0.00695091199874878, | |
| 0.006852608203887939, | |
| 0.007138304233551026, | |
| 0.007002111911773682, | |
| 0.007053311824798584, | |
| 0.007063551902770996, | |
| 0.006874112129211426, | |
| 0.006982656002044678, | |
| 0.00687718391418457, | |
| 0.007188543796539306, | |
| 0.007238624095916748, | |
| 0.007147520065307617, | |
| 0.007030784130096435, | |
| 0.007069695949554444, | |
| 0.007024640083312988, | |
| 0.007151648044586182, | |
| 0.00707583999633789, | |
| 0.007060480117797851, | |
| 0.007047167778015137, | |
| 0.007166975975036621, | |
| 0.007153664112091064, | |
| 0.007166975975036621, | |
| 0.007214079856872559, | |
| 0.007095295906066895, | |
| 0.007024640083312988, | |
| 0.006879231929779053, | |
| 0.007102464199066162, | |
| 0.006619135856628418, | |
| 0.006756351947784424, | |
| 0.007081984043121338, | |
| 0.007076863765716553, | |
| 0.007290880203247071, | |
| 0.006553567886352539, | |
| 0.0066304001808166506, | |
| 0.006672383785247803, | |
| 0.00662937593460083, | |
| 0.006750207901000976, | |
| 0.006312960147857666, | |
| 0.006296639919281006, | |
| 0.006308864116668702, | |
| 0.00628326416015625, | |
| 0.006285312175750732, | |
| 0.006393856048583985, | |
| 0.006305791854858398, | |
| 0.00628223991394043, | |
| 0.006325247764587402, | |
| 0.006364160060882569, | |
| 0.0062791681289672855, | |
| 0.006278143882751465, | |
| 0.006388735771179199, | |
| 0.006302720069885254, | |
| 0.006288383960723877, | |
| 0.006277120113372803, | |
| 0.006315008163452148, | |
| 0.006347775936126709, | |
| 0.0062740478515625, | |
| 0.0062863359451293946, | |
| 0.006305791854858398, | |
| 0.006511616230010986, | |
| 0.0065484800338745115 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 146.99530032766893 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |