IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
91cdb67
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": "5", | |
| "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": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1079.451648, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 45551.120384, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 9.1298291015625, | |
| "mean": 9.1298291015625, | |
| "stdev": 0.0, | |
| "p50": 9.1298291015625, | |
| "p90": 9.1298291015625, | |
| "p95": 9.1298291015625, | |
| "p99": 9.1298291015625, | |
| "values": [ | |
| 9.1298291015625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1196.3392, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 245038.276608, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.4432 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 136, | |
| "total": 0.994468560695648, | |
| "mean": 0.007312268828644472, | |
| "stdev": 0.0007439061480028306, | |
| "p50": 0.007196851015090943, | |
| "p90": 0.0077916493415832525, | |
| "p95": 0.007873968958854675, | |
| "p99": 0.009682482337951673, | |
| "values": [ | |
| 0.008052449226379394, | |
| 0.007956608772277832, | |
| 0.008008607864379883, | |
| 0.007699810028076172, | |
| 0.007787008762359619, | |
| 0.0075722899436950685, | |
| 0.007326210975646973, | |
| 0.007537889957427979, | |
| 0.007362851142883301, | |
| 0.007248291969299317, | |
| 0.00704045295715332, | |
| 0.007058532238006592, | |
| 0.007039011955261231, | |
| 0.007055491924285889, | |
| 0.007041091918945312, | |
| 0.006993093013763428, | |
| 0.00722157096862793, | |
| 0.0073378911018371585, | |
| 0.00721533203125, | |
| 0.007035973072052002, | |
| 0.007043012142181396, | |
| 0.007192931175231934, | |
| 0.007025092124938965, | |
| 0.006994372844696045, | |
| 0.007038211822509766, | |
| 0.007042692184448242, | |
| 0.00699373197555542, | |
| 0.007002693176269531, | |
| 0.010495319366455078, | |
| 0.007479489803314209, | |
| 0.007088932037353515, | |
| 0.014008264541625976, | |
| 0.0048177409172058105, | |
| 0.006863333225250244, | |
| 0.007031332015991211, | |
| 0.007175971984863281, | |
| 0.0072007708549499515, | |
| 0.007215491771697998, | |
| 0.007086532115936279, | |
| 0.007311330795288086, | |
| 0.0073023710250854496, | |
| 0.007210852146148682, | |
| 0.007115332126617432, | |
| 0.007128611087799073, | |
| 0.0069961328506469725, | |
| 0.007015332221984864, | |
| 0.007319971084594727, | |
| 0.007333090782165527, | |
| 0.00711597204208374, | |
| 0.007129891872406006, | |
| 0.007396931171417236, | |
| 0.007120932102203369, | |
| 0.007296290874481201, | |
| 0.007083812236785889, | |
| 0.0069553332328796385, | |
| 0.006928452014923096, | |
| 0.007147972106933594, | |
| 0.006899652957916259, | |
| 0.0069265332221984865, | |
| 0.006888933181762695, | |
| 0.006985092163085937, | |
| 0.00691005277633667, | |
| 0.0069474921226501465, | |
| 0.006955973148345947, | |
| 0.006934051990509033, | |
| 0.006987652778625488, | |
| 0.0069450922012329105, | |
| 0.006957892894744873, | |
| 0.0070118122100830075, | |
| 0.007546209812164307, | |
| 0.007817248821258544, | |
| 0.007789248943328857, | |
| 0.0077951688766479494, | |
| 0.007792769908905029, | |
| 0.007423330783843994, | |
| 0.007167491912841797, | |
| 0.007259331226348877, | |
| 0.007274850845336914, | |
| 0.007282051086425781, | |
| 0.007225411891937256, | |
| 0.007209731101989746, | |
| 0.007384611129760742, | |
| 0.0076359701156616215, | |
| 0.007779328823089599, | |
| 0.007790528774261475, | |
| 0.00782844877243042, | |
| 0.007596930027008056, | |
| 0.007438371181488037, | |
| 0.007468130111694336, | |
| 0.007560450077056885, | |
| 0.007872128963470459, | |
| 0.007817089080810547, | |
| 0.007822049140930177, | |
| 0.007764608860015869, | |
| 0.007338850975036621, | |
| 0.0072465319633483885, | |
| 0.007265410900115967, | |
| 0.007283811092376709, | |
| 0.007248130798339844, | |
| 0.007053412914276123, | |
| 0.006959972858428955, | |
| 0.006920773029327393, | |
| 0.007095492839813232, | |
| 0.006999652862548828, | |
| 0.006899013042449951, | |
| 0.006916933059692383, | |
| 0.006948451995849609, | |
| 0.007235971927642823, | |
| 0.006933093070983887, | |
| 0.006915173053741455, | |
| 0.0069812521934509274, | |
| 0.006957252979278564, | |
| 0.0069343729019165036, | |
| 0.006936613082885742, | |
| 0.006932452201843262, | |
| 0.006931653022766113, | |
| 0.00695549201965332, | |
| 0.006940453052520752, | |
| 0.006913412094116211, | |
| 0.006939173221588135, | |
| 0.007008771896362304, | |
| 0.006968772888183593, | |
| 0.006973252773284912, | |
| 0.007519969940185547, | |
| 0.007788768768310547, | |
| 0.007786049842834473, | |
| 0.007879488945007325, | |
| 0.008172927856445312, | |
| 0.007759008884429932, | |
| 0.00775501012802124, | |
| 0.0076457300186157226, | |
| 0.007206532001495361, | |
| 0.007315330982208252, | |
| 0.0073596510887146, | |
| 0.007348770141601562, | |
| 0.007311011791229248 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 136.75646005829046 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |