IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
2b8383b
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", | |
| "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": "0.2.0", | |
| "optimum_benchmark_commit": "b92e3e6e00670fa1351d9aef1be896254e5f33e0", | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1049.14944, | |
| "max_global_vram": 2098.778112, | |
| "max_process_vram": 282270.982144, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 512.832512 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 61, | |
| "total": 0.5016442236900329, | |
| "mean": 0.008223675798197261, | |
| "stdev": 0.0006479633189001098, | |
| "p50": 0.007984176158905029, | |
| "p90": 0.008609457015991211, | |
| "p95": 0.008970897674560547, | |
| "p99": 0.011303063011169432, | |
| "values": [ | |
| 0.010914582252502442, | |
| 0.008457938194274902, | |
| 0.008540976524353027, | |
| 0.008102896690368653, | |
| 0.008090896606445313, | |
| 0.008054736137390137, | |
| 0.008012175559997559, | |
| 0.008216176986694336, | |
| 0.008007216453552245, | |
| 0.007960976123809815, | |
| 0.007958577156066895, | |
| 0.008029135704040527, | |
| 0.008061615943908692, | |
| 0.008208816528320312, | |
| 0.011885784149169921, | |
| 0.008341776847839355, | |
| 0.008208017349243164, | |
| 0.008145296096801757, | |
| 0.007984176158905029, | |
| 0.007975057125091552, | |
| 0.007960657119750976, | |
| 0.00820833683013916, | |
| 0.008102577209472656, | |
| 0.008609457015991211, | |
| 0.008791698455810546, | |
| 0.008515056610107421, | |
| 0.008096976280212402, | |
| 0.007999055862426758, | |
| 0.007975376129150391, | |
| 0.007965775966644287, | |
| 0.007996655941009522, | |
| 0.00795249605178833, | |
| 0.007970736026763917, | |
| 0.00797217607498169, | |
| 0.007971537113189698, | |
| 0.007954736232757569, | |
| 0.008406577110290527, | |
| 0.007950097084045411, | |
| 0.007956975936889649, | |
| 0.007950096130371094, | |
| 0.007936336994171143, | |
| 0.00794209623336792, | |
| 0.007960495948791503, | |
| 0.007954256057739258, | |
| 0.007930575847625732, | |
| 0.008071376800537109, | |
| 0.007912015914916993, | |
| 0.007912015914916993, | |
| 0.007927855968475343, | |
| 0.00794081687927246, | |
| 0.007935855865478516, | |
| 0.007928176879882813, | |
| 0.007935215950012207, | |
| 0.007912975788116455, | |
| 0.007948495864868165, | |
| 0.007930416107177735, | |
| 0.0079443359375, | |
| 0.00876209831237793, | |
| 0.008970897674560547, | |
| 0.008446417808532714, | |
| 0.008977619171142578 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 243.20024877907107 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1049.14944, | |
| "max_global_vram": 2098.765824, | |
| "max_process_vram": 303833.305088, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.056256 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 61, | |
| "total": 0.5027290153503416, | |
| "mean": 0.00824145926803839, | |
| "stdev": 0.0003059698376399067, | |
| "p50": 0.008095376014709473, | |
| "p90": 0.008694896697998047, | |
| "p95": 0.008986578941345216, | |
| "p99": 0.00922280216217041, | |
| "values": [ | |
| 0.008694896697998047, | |
| 0.008560176849365234, | |
| 0.008180336952209473, | |
| 0.008155535697937012, | |
| 0.008119536399841308, | |
| 0.008138257026672363, | |
| 0.008131377220153809, | |
| 0.008103216171264648, | |
| 0.008092657089233398, | |
| 0.008079376220703125, | |
| 0.008082896232604981, | |
| 0.008113456726074218, | |
| 0.008260976791381837, | |
| 0.008142095565795898, | |
| 0.009005139350891114, | |
| 0.008095215797424317, | |
| 0.008208816528320312, | |
| 0.008152016639709473, | |
| 0.008074895858764648, | |
| 0.008210736274719238, | |
| 0.00803985595703125, | |
| 0.008236495971679688, | |
| 0.008845937728881837, | |
| 0.008582098007202148, | |
| 0.00856625747680664, | |
| 0.008606738090515136, | |
| 0.008986578941345216, | |
| 0.008268016815185547, | |
| 0.008054896354675293, | |
| 0.008054097175598145, | |
| 0.008078736305236816, | |
| 0.008095376014709473, | |
| 0.008056177139282226, | |
| 0.00808737564086914, | |
| 0.008051216125488281, | |
| 0.008207217216491699, | |
| 0.008067376136779785, | |
| 0.008242735862731934, | |
| 0.008072497367858887, | |
| 0.008048975944519043, | |
| 0.008145456314086913, | |
| 0.008057456970214844, | |
| 0.008056176185607911, | |
| 0.008064976692199707, | |
| 0.008071375846862792, | |
| 0.008074895858764648, | |
| 0.00805169677734375, | |
| 0.008021615982055664, | |
| 0.008024656295776367, | |
| 0.008043536186218262, | |
| 0.008046575546264648, | |
| 0.008072336196899415, | |
| 0.008081296920776367, | |
| 0.008047056198120118, | |
| 0.008174416542053222, | |
| 0.008070256233215332, | |
| 0.008070576667785644, | |
| 0.009458579063415528, | |
| 0.008458577156066894, | |
| 0.0087216157913208, | |
| 0.009065617561340332 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 121.33773491766797 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 60, | |
| "total": 0.9865445623397827, | |
| "mean": 0.016442409372329714, | |
| "stdev": 0.0007657577295712467, | |
| "p50": 0.016158432960510255, | |
| "p90": 0.017191827774047853, | |
| "p95": 0.017531596279144284, | |
| "p99": 0.019284931068420403, | |
| "values": [ | |
| 0.017026754379272462, | |
| 0.016804033279418946, | |
| 0.016304832458496094, | |
| 0.01625507354736328, | |
| 0.016226593017578124, | |
| 0.016187713623046874, | |
| 0.01635347366333008, | |
| 0.01612259292602539, | |
| 0.01607075309753418, | |
| 0.01606915283203125, | |
| 0.01616083335876465, | |
| 0.01635171318054199, | |
| 0.01638835334777832, | |
| 0.020827241897583008, | |
| 0.016574272155761717, | |
| 0.016448354721069335, | |
| 0.016331073760986328, | |
| 0.016087392807006835, | |
| 0.016211233139038085, | |
| 0.016030752182006835, | |
| 0.016467073440551757, | |
| 0.016949153900146483, | |
| 0.01721443557739258, | |
| 0.01739011573791504, | |
| 0.017189315795898438, | |
| 0.01711891555786133, | |
| 0.01629507255554199, | |
| 0.01605891227722168, | |
| 0.016045473098754884, | |
| 0.016100353240966796, | |
| 0.016068832397460937, | |
| 0.01606803321838379, | |
| 0.016084192276000976, | |
| 0.016056352615356446, | |
| 0.016187713623046874, | |
| 0.016501474380493163, | |
| 0.016222591400146483, | |
| 0.016056352615356446, | |
| 0.016024513244628905, | |
| 0.016108991622924805, | |
| 0.016031232833862305, | |
| 0.016041791915893555, | |
| 0.016050912857055663, | |
| 0.01602707290649414, | |
| 0.01617363166809082, | |
| 0.015993633270263673, | |
| 0.015953951835632325, | |
| 0.015986753463745118, | |
| 0.01600819206237793, | |
| 0.01601347351074219, | |
| 0.016028671264648436, | |
| 0.016043392181396485, | |
| 0.015982751846313478, | |
| 0.01615603256225586, | |
| 0.016028352737426758, | |
| 0.016038272857666017, | |
| 0.01821315574645996, | |
| 0.01750291633605957, | |
| 0.017153793334960938, | |
| 0.018076515197753905 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 60.818337346767485 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |