IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
47e6d3b
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "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": "3f7b9d2c002cca7024cac52f3c7535f2a03b7b03", | |
| "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": 902.541312, | |
| "max_global_vram": 841.76896, | |
| "max_process_vram": 45661.51168, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.169404296875, | |
| "mean": 7.169404296875, | |
| "stdev": 0.0, | |
| "p50": 7.169404296875, | |
| "p90": 7.169404296875, | |
| "p95": 7.169404296875, | |
| "p99": 7.169404296875, | |
| "values": [ | |
| 7.169404296875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1016.434688, | |
| "max_global_vram": 897.093632, | |
| "max_process_vram": 234405.445632, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.4432 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 121, | |
| "total": 1.0001315326690674, | |
| "mean": 0.008265549856769153, | |
| "stdev": 0.00012121514464824936, | |
| "p50": 0.008233892440795898, | |
| "p90": 0.008420452117919922, | |
| "p95": 0.00852493190765381, | |
| "p99": 0.008620642852783203, | |
| "values": [ | |
| 0.00855101203918457, | |
| 0.00845309066772461, | |
| 0.008433732032775879, | |
| 0.008311171531677247, | |
| 0.008379331588745117, | |
| 0.00820941162109375, | |
| 0.008132613182067872, | |
| 0.008134213447570801, | |
| 0.008385891914367677, | |
| 0.008201892852783204, | |
| 0.008333412170410157, | |
| 0.008183173179626465, | |
| 0.008424612045288086, | |
| 0.00837357234954834, | |
| 0.008210532188415528, | |
| 0.008188933372497558, | |
| 0.008173731803894043, | |
| 0.008090212821960449, | |
| 0.008131333351135254, | |
| 0.008111653327941894, | |
| 0.008224291801452637, | |
| 0.008206372261047363, | |
| 0.008172932624816895, | |
| 0.008199332237243652, | |
| 0.008222533226013183, | |
| 0.00817821216583252, | |
| 0.008147812843322754, | |
| 0.008179012298583985, | |
| 0.008242853164672851, | |
| 0.008142692565917969, | |
| 0.008151493072509765, | |
| 0.008185091972351075, | |
| 0.00818509292602539, | |
| 0.008162531852722168, | |
| 0.008173092842102051, | |
| 0.008184131622314452, | |
| 0.00823741340637207, | |
| 0.008175012588500976, | |
| 0.008204612731933594, | |
| 0.008283013343811036, | |
| 0.008270691871643067, | |
| 0.00826413345336914, | |
| 0.00828989315032959, | |
| 0.008141411781311034, | |
| 0.00816269302368164, | |
| 0.008162531852722168, | |
| 0.008354372024536132, | |
| 0.008618850708007813, | |
| 0.008621090888977051, | |
| 0.00852493190765381, | |
| 0.008336451530456543, | |
| 0.008318853378295899, | |
| 0.008410852432250976, | |
| 0.008520771980285644, | |
| 0.008389890670776367, | |
| 0.008323972702026367, | |
| 0.008362051963806152, | |
| 0.008328131675720215, | |
| 0.008385731697082519, | |
| 0.008249411582946778, | |
| 0.008324611663818359, | |
| 0.008307012557983398, | |
| 0.008240292549133301, | |
| 0.008222851753234863, | |
| 0.0081954927444458, | |
| 0.008253573417663574, | |
| 0.008227811813354493, | |
| 0.00817197322845459, | |
| 0.008203171730041503, | |
| 0.008251332283020019, | |
| 0.008355332374572753, | |
| 0.008550372123718262, | |
| 0.00847245216369629, | |
| 0.008346531867980957, | |
| 0.008384612083435059, | |
| 0.0083366117477417, | |
| 0.00828957176208496, | |
| 0.008284452438354493, | |
| 0.008358052253723144, | |
| 0.008263491630554199, | |
| 0.008364771842956543, | |
| 0.00833933162689209, | |
| 0.008420452117919922, | |
| 0.008389410972595214, | |
| 0.00855437183380127, | |
| 0.008724769592285157, | |
| 0.008350852012634278, | |
| 0.008249412536621094, | |
| 0.008245412826538085, | |
| 0.008269891738891602, | |
| 0.008263812065124512, | |
| 0.008211973190307618, | |
| 0.008146853446960449, | |
| 0.008109573364257813, | |
| 0.00815661334991455, | |
| 0.008164612770080567, | |
| 0.008134693145751952, | |
| 0.008174371719360352, | |
| 0.008168292999267577, | |
| 0.008208771705627442, | |
| 0.008213892936706543, | |
| 0.00815565299987793, | |
| 0.008135493278503419, | |
| 0.008139171600341798, | |
| 0.00808685302734375, | |
| 0.008204771995544433, | |
| 0.008212773323059083, | |
| 0.008210053443908691, | |
| 0.008203811645507812, | |
| 0.00816173267364502, | |
| 0.008212772369384766, | |
| 0.008171012878417969, | |
| 0.008195172309875489, | |
| 0.008245572090148926, | |
| 0.00823853302001953, | |
| 0.008233892440795898, | |
| 0.008236612319946289, | |
| 0.008251012802124024, | |
| 0.008203492164611817, | |
| 0.00817037296295166, | |
| 0.008253252029418946 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 120.98408664016952 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |