IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
4e8555c
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "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": "5ae03a669d2c4893dc609854294ec3bac19528a3", | |
| "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": 902.38976, | |
| "max_global_vram": 841.76896, | |
| "max_process_vram": 46299.582464, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.62259326171875, | |
| "mean": 7.62259326171875, | |
| "stdev": 0.0, | |
| "p50": 7.62259326171875, | |
| "p90": 7.62259326171875, | |
| "p95": 7.62259326171875, | |
| "p99": 7.62259326171875, | |
| "values": [ | |
| 7.62259326171875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1012.154368, | |
| "max_global_vram": 898.269184, | |
| "max_process_vram": 233737.097216, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.5072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 114, | |
| "total": 0.9938539066314701, | |
| "mean": 0.008718016724837453, | |
| "stdev": 0.00033989684178577467, | |
| "p50": 0.008668179988861085, | |
| "p90": 0.00916715316772461, | |
| "p95": 0.009311831426620483, | |
| "p99": 0.009502213678359985, | |
| "values": [ | |
| 0.009179455757141113, | |
| 0.009431135177612305, | |
| 0.00950377368927002, | |
| 0.00949177360534668, | |
| 0.00942185401916504, | |
| 0.009353535652160645, | |
| 0.009209535598754882, | |
| 0.009289375305175781, | |
| 0.009013696670532227, | |
| 0.008898338317871094, | |
| 0.008811617851257324, | |
| 0.008814179420471191, | |
| 0.00883849811553955, | |
| 0.008832098960876465, | |
| 0.00883401870727539, | |
| 0.008842658996582032, | |
| 0.008787939071655274, | |
| 0.008710659980773926, | |
| 0.008773219108581544, | |
| 0.008769538879394531, | |
| 0.008966656684875488, | |
| 0.009235296249389648, | |
| 0.009152256965637207, | |
| 0.008917858123779297, | |
| 0.008874817848205567, | |
| 0.008810978889465332, | |
| 0.008721380233764649, | |
| 0.00868138027191162, | |
| 0.008687780380249024, | |
| 0.00866249942779541, | |
| 0.008655139923095703, | |
| 0.008630499839782715, | |
| 0.008662980079650879, | |
| 0.008646180152893066, | |
| 0.008611941337585449, | |
| 0.008611459732055664, | |
| 0.008634180068969726, | |
| 0.00865802001953125, | |
| 0.0086356201171875, | |
| 0.008670339584350586, | |
| 0.008662500381469727, | |
| 0.00883689785003662, | |
| 0.008744258880615235, | |
| 0.00863737964630127, | |
| 0.008677860260009766, | |
| 0.008661219596862793, | |
| 0.008741700172424316, | |
| 0.009026497840881347, | |
| 0.009127297401428223, | |
| 0.009075616836547852, | |
| 0.008931617736816406, | |
| 0.009003618240356445, | |
| 0.009021697998046875, | |
| 0.0090303373336792, | |
| 0.0088444185256958, | |
| 0.008770339012145996, | |
| 0.00873577880859375, | |
| 0.00869402027130127, | |
| 0.008688579559326172, | |
| 0.008697699546813965, | |
| 0.008654020309448241, | |
| 0.008820098876953125, | |
| 0.008637700080871582, | |
| 0.00853386116027832, | |
| 0.008545860290527344, | |
| 0.008555621147155761, | |
| 0.008583941459655763, | |
| 0.008532581329345703, | |
| 0.008579460144042969, | |
| 0.008547619819641113, | |
| 0.008951618194580077, | |
| 0.00885561752319336, | |
| 0.00871065902709961, | |
| 0.008653860092163086, | |
| 0.008678179740905761, | |
| 0.0086356201171875, | |
| 0.008666020393371582, | |
| 0.008658980369567871, | |
| 0.008741220474243165, | |
| 0.008684100151062012, | |
| 0.00861322021484375, | |
| 0.008589539527893066, | |
| 0.010208088874816895, | |
| 0.009250656127929687, | |
| 0.008614980697631835, | |
| 0.008476740837097168, | |
| 0.008444901466369628, | |
| 0.008419301986694336, | |
| 0.008443462371826171, | |
| 0.008430981636047363, | |
| 0.008423622131347657, | |
| 0.008463621139526367, | |
| 0.008387460708618164, | |
| 0.008418980598449708, | |
| 0.008510500907897948, | |
| 0.008422981262207032, | |
| 0.008431941032409669, | |
| 0.008443620681762696, | |
| 0.008438501358032226, | |
| 0.008435782432556152, | |
| 0.008457221031188965, | |
| 0.008439302444458008, | |
| 0.00841914176940918, | |
| 0.009173537254333496, | |
| 0.008329062461853028, | |
| 0.008404420852661134, | |
| 0.008455301284790039, | |
| 0.008431462287902832, | |
| 0.008384261131286621, | |
| 0.008193543434143066, | |
| 0.0079010648727417, | |
| 0.007840425968170165, | |
| 0.008108423233032227, | |
| 0.007677707195281982 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 114.70498756340078 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |