IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
cbf5016
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": {}, | |
| "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, | |
| "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": "e9af750a2bec0e8b3a11d3bf5c5aa883075e8a03", | |
| "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": 900.272128, | |
| "max_global_vram": 841.777152, | |
| "max_process_vram": 44171.042816, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.09619091796875, | |
| "mean": 7.09619091796875, | |
| "stdev": 0.0, | |
| "p50": 7.09619091796875, | |
| "p90": 7.09619091796875, | |
| "p95": 7.09619091796875, | |
| "p99": 7.09619091796875, | |
| "values": [ | |
| 7.09619091796875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1014.427648, | |
| "max_global_vram": 896.954368, | |
| "max_process_vram": 223804.428288, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.4432 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 137, | |
| "total": 0.9968395476341242, | |
| "mean": 0.007276201077621348, | |
| "stdev": 0.00030238198505758173, | |
| "p50": 0.00722847318649292, | |
| "p90": 0.007501721000671387, | |
| "p95": 0.007717432117462159, | |
| "p99": 0.007787730751037597, | |
| "values": [ | |
| 0.007446393013000489, | |
| 0.0071791930198669435, | |
| 0.007276153087615967, | |
| 0.007240793228149414, | |
| 0.007306872844696045, | |
| 0.0073859128952026365, | |
| 0.007464793205261231, | |
| 0.007356634140014648, | |
| 0.007604473114013672, | |
| 0.0072959928512573245, | |
| 0.007242713928222656, | |
| 0.007215192794799805, | |
| 0.007182393074035644, | |
| 0.007191993236541748, | |
| 0.007108953952789307, | |
| 0.007118712902069091, | |
| 0.007062713146209717, | |
| 0.007160953998565674, | |
| 0.007097434043884277, | |
| 0.0070617527961730955, | |
| 0.00713631296157837, | |
| 0.007069754123687744, | |
| 0.007102552890777588, | |
| 0.007122713088989258, | |
| 0.00706559419631958, | |
| 0.007072312831878662, | |
| 0.007110552787780762, | |
| 0.007089434146881103, | |
| 0.007069433212280273, | |
| 0.007094072818756104, | |
| 0.0070975937843322755, | |
| 0.007031352996826172, | |
| 0.006996472835540771, | |
| 0.010146551132202149, | |
| 0.007337593078613282, | |
| 0.00697087287902832, | |
| 0.007004633903503418, | |
| 0.007101112842559814, | |
| 0.0071063928604125975, | |
| 0.007083673954010009, | |
| 0.007089433193206787, | |
| 0.007117912769317627, | |
| 0.007095993995666504, | |
| 0.007077273845672608, | |
| 0.0071791930198669435, | |
| 0.006950553894042969, | |
| 0.007083514213562012, | |
| 0.00711439323425293, | |
| 0.00727759313583374, | |
| 0.0074996728897094725, | |
| 0.007215992927551269, | |
| 0.007259994029998779, | |
| 0.007716631889343262, | |
| 0.007330233097076416, | |
| 0.007239193916320801, | |
| 0.007208632946014404, | |
| 0.007160152912139893, | |
| 0.007182393074035644, | |
| 0.00722847318649292, | |
| 0.007236954212188721, | |
| 0.007198392868041992, | |
| 0.007392313003540039, | |
| 0.00723839282989502, | |
| 0.007268632888793945, | |
| 0.007504793167114257, | |
| 0.007339033126831054, | |
| 0.007314552783966064, | |
| 0.007255194187164307, | |
| 0.007211193084716797, | |
| 0.00726287317276001, | |
| 0.007330233097076416, | |
| 0.007364152908325195, | |
| 0.007300632953643799, | |
| 0.007250392913818359, | |
| 0.007298713207244873, | |
| 0.00728511381149292, | |
| 0.007282392978668213, | |
| 0.007176793098449707, | |
| 0.007221272945404053, | |
| 0.0070878338813781736, | |
| 0.007141593933105469, | |
| 0.0072060728073120115, | |
| 0.007204792976379395, | |
| 0.007223032951354981, | |
| 0.007086234092712402, | |
| 0.007106712818145752, | |
| 0.0072667131423950196, | |
| 0.0072630329132080075, | |
| 0.00732623291015625, | |
| 0.007194873809814453, | |
| 0.00708383321762085, | |
| 0.007415352821350097, | |
| 0.007485433101654053, | |
| 0.007652792930603027, | |
| 0.007763832092285156, | |
| 0.007771032810211182, | |
| 0.007720633029937744, | |
| 0.007775032997131347, | |
| 0.00775695276260376, | |
| 0.007243992805480957, | |
| 0.007155993938446045, | |
| 0.007496792793273926, | |
| 0.00751295280456543, | |
| 0.007354713916778564, | |
| 0.007271513938903808, | |
| 0.007260793209075927, | |
| 0.0072201528549194335, | |
| 0.0073737530708312985, | |
| 0.00736111307144165, | |
| 0.007209753036499024, | |
| 0.007228952884674072, | |
| 0.007189914226531983, | |
| 0.00713631296157837, | |
| 0.007167673110961914, | |
| 0.007263833045959472, | |
| 0.007376953125, | |
| 0.007265913963317871, | |
| 0.007103353023529053, | |
| 0.007162552833557129, | |
| 0.007234073162078857, | |
| 0.007381913185119629, | |
| 0.007794873237609863, | |
| 0.007544153213500977, | |
| 0.007190873146057129, | |
| 0.007131992816925049, | |
| 0.007477272987365722, | |
| 0.007254874229431153, | |
| 0.007231993198394775, | |
| 0.007510872840881347, | |
| 0.0071511931419372555, | |
| 0.007139673233032226, | |
| 0.007165432929992676, | |
| 0.007351193904876709, | |
| 0.0072511940002441405, | |
| 0.007374712944030762, | |
| 0.007075831890106201, | |
| 0.007120152950286865 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 137.43435473156393 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |