IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
c629917
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": "378d8dddb2c87c406ac8d3231c1c44d5a290b874", | |
| "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": 902.610944, | |
| "max_global_vram": 3128.38144, | |
| "max_process_vram": 44471.668736, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.19062548828125, | |
| "mean": 7.19062548828125, | |
| "stdev": 0.0, | |
| "p50": 7.19062548828125, | |
| "p90": 7.19062548828125, | |
| "p95": 7.19062548828125, | |
| "p99": 7.19062548828125, | |
| "values": [ | |
| 7.19062548828125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1016.512512, | |
| "max_global_vram": 3183.706112, | |
| "max_process_vram": 206120.57088, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.4432 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 126, | |
| "total": 0.9985657701492308, | |
| "mean": 0.007925125159914531, | |
| "stdev": 0.0003828136813878093, | |
| "p50": 0.0079837486743927, | |
| "p90": 0.008136228561401367, | |
| "p95": 0.008258388757705688, | |
| "p99": 0.009360347032546996, | |
| "values": [ | |
| 0.008286388397216796, | |
| 0.008249267578125, | |
| 0.008251668930053711, | |
| 0.008351668357849121, | |
| 0.008249588966369629, | |
| 0.008165107727050782, | |
| 0.008141748428344727, | |
| 0.008129108428955078, | |
| 0.00834478759765625, | |
| 0.008130708694458007, | |
| 0.008098388671875, | |
| 0.008068628311157226, | |
| 0.008088149070739747, | |
| 0.008006388664245606, | |
| 0.008014227867126465, | |
| 0.007980789184570312, | |
| 0.008017428398132324, | |
| 0.007994389057159424, | |
| 0.0077476692199707035, | |
| 0.007825747966766357, | |
| 0.007604148864746094, | |
| 0.008079029083251954, | |
| 0.008049267768859864, | |
| 0.008047987937927246, | |
| 0.008067668914794922, | |
| 0.01035342502593994, | |
| 0.008203187942504882, | |
| 0.008408628463745117, | |
| 0.007951347827911378, | |
| 0.007909908771514892, | |
| 0.00795150899887085, | |
| 0.009677586555480957, | |
| 0.008260628700256348, | |
| 0.008010067939758302, | |
| 0.007972468852996826, | |
| 0.00811662769317627, | |
| 0.007989428043365478, | |
| 0.00799294900894165, | |
| 0.008023028373718261, | |
| 0.007985589027404785, | |
| 0.008030549049377441, | |
| 0.008014067649841309, | |
| 0.007976949214935303, | |
| 0.007944948196411132, | |
| 0.00782046890258789, | |
| 0.007673268795013428, | |
| 0.007686388969421387, | |
| 0.007783029079437256, | |
| 0.007736789226531982, | |
| 0.007657588958740235, | |
| 0.007328949928283692, | |
| 0.0074289488792419435, | |
| 0.007236149787902832, | |
| 0.007098869800567627, | |
| 0.0071390290260314945, | |
| 0.007167990207672119, | |
| 0.007132949829101562, | |
| 0.007162549018859863, | |
| 0.007141429901123047, | |
| 0.00716303014755249, | |
| 0.007389749050140381, | |
| 0.00753278923034668, | |
| 0.0077476692199707035, | |
| 0.007767669200897217, | |
| 0.007739829063415527, | |
| 0.00802366828918457, | |
| 0.008061588287353516, | |
| 0.007754388809204101, | |
| 0.007742548942565918, | |
| 0.007664628982543945, | |
| 0.007408469200134277, | |
| 0.007769908905029297, | |
| 0.008029909133911132, | |
| 0.00803726863861084, | |
| 0.007971508026123047, | |
| 0.007982869148254395, | |
| 0.007947028160095215, | |
| 0.007930869102478028, | |
| 0.00805806827545166, | |
| 0.007975829124450684, | |
| 0.008017428398132324, | |
| 0.007885108947753907, | |
| 0.007417748928070069, | |
| 0.007677108764648438, | |
| 0.00779758882522583, | |
| 0.007877589225769043, | |
| 0.008060948371887207, | |
| 0.007929588794708252, | |
| 0.007953908920288086, | |
| 0.008006068229675293, | |
| 0.008022068977355957, | |
| 0.007985427856445312, | |
| 0.007986069202423096, | |
| 0.007984628200531006, | |
| 0.008089268684387207, | |
| 0.00800142765045166, | |
| 0.008046869277954102, | |
| 0.008010869026184081, | |
| 0.00800734806060791, | |
| 0.007968789100646972, | |
| 0.007979348182678222, | |
| 0.00803550910949707, | |
| 0.00800894832611084, | |
| 0.007971989154815675, | |
| 0.007919827938079833, | |
| 0.007449429035186767, | |
| 0.007566229820251465, | |
| 0.007866228103637695, | |
| 0.007944629192352295, | |
| 0.007918868064880371, | |
| 0.007991669178009033, | |
| 0.008012627601623535, | |
| 0.008007988929748536, | |
| 0.007945747852325439, | |
| 0.008033108711242676, | |
| 0.007976468086242677, | |
| 0.007925748825073242, | |
| 0.008004307746887207, | |
| 0.008022389411926269, | |
| 0.008022228240966796, | |
| 0.00800238800048828, | |
| 0.008008309364318848, | |
| 0.008034228324890137, | |
| 0.007968468189239502, | |
| 0.007942547798156738, | |
| 0.007624148845672607 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 126.18097251738351 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |