IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
5b94e4f
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": "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, | |
| "latency": true, | |
| "memory": 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": "0.2.1", | |
| "optimum_benchmark_commit": "0d561969d04a7091baf8691bc894eb753a189d4f", | |
| "transformers_version": "4.42.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.31.0", | |
| "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": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1010.225152, | |
| "max_global_vram": 897.130496, | |
| "max_process_vram": 192743.665664, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.443712 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 132, | |
| "total": 0.9973882236480713, | |
| "mean": 0.007555971391273268, | |
| "stdev": 0.0005203442910328864, | |
| "p50": 0.00755397629737854, | |
| "p90": 0.00802848606109619, | |
| "p95": 0.008038270330429077, | |
| "p99": 0.008286185541152954, | |
| "values": [ | |
| 0.007580296993255615, | |
| 0.007772136211395264, | |
| 0.007873414993286133, | |
| 0.008037095069885253, | |
| 0.00829997444152832, | |
| 0.007769576072692871, | |
| 0.007927975177764893, | |
| 0.007867175102233887, | |
| 0.007757894992828369, | |
| 0.007756135940551758, | |
| 0.00785501480102539, | |
| 0.00758957576751709, | |
| 0.007477575778961181, | |
| 0.007381737232208252, | |
| 0.007401576995849609, | |
| 0.007413576126098633, | |
| 0.00737149715423584, | |
| 0.007399816989898681, | |
| 0.00736461591720581, | |
| 0.007401257038116455, | |
| 0.00749021577835083, | |
| 0.007447176933288574, | |
| 0.007524456024169922, | |
| 0.007584936141967773, | |
| 0.007585576057434082, | |
| 0.007673895835876464, | |
| 0.007817255020141602, | |
| 0.007771174907684326, | |
| 0.007670375823974609, | |
| 0.007440617084503174, | |
| 0.00771613597869873, | |
| 0.007879815101623534, | |
| 0.0077540559768676754, | |
| 0.007571656227111817, | |
| 0.007868774890899658, | |
| 0.007982375144958496, | |
| 0.007948454856872558, | |
| 0.007749896049499511, | |
| 0.011377723693847656, | |
| 0.008255494117736817, | |
| 0.00794349479675293, | |
| 0.008010375022888183, | |
| 0.007988295078277589, | |
| 0.00803037452697754, | |
| 0.008038054466247559, | |
| 0.008009414672851562, | |
| 0.008017094612121582, | |
| 0.008028614044189452, | |
| 0.00803405475616455, | |
| 0.008033414840698243, | |
| 0.008027334213256836, | |
| 0.008029254913330078, | |
| 0.007980134963989258, | |
| 0.00798493480682373, | |
| 0.008010214805603027, | |
| 0.008003814697265625, | |
| 0.007978694915771484, | |
| 0.00803853416442871, | |
| 0.008005894660949708, | |
| 0.008017575263977051, | |
| 0.008009895324707032, | |
| 0.008039335250854492, | |
| 0.007979175090789796, | |
| 0.008055014610290527, | |
| 0.00808045482635498, | |
| 0.00801229476928711, | |
| 0.00734365701675415, | |
| 0.00742877721786499, | |
| 0.007309096813201904, | |
| 0.007096138000488281, | |
| 0.006887817859649658, | |
| 0.007074697971343994, | |
| 0.00714557695388794, | |
| 0.007283337116241455, | |
| 0.007280457019805908, | |
| 0.007534215927124024, | |
| 0.007556615829467773, | |
| 0.007551336765289306, | |
| 0.007549416065216064, | |
| 0.007061418056488037, | |
| 0.007239977836608887, | |
| 0.006955018043518066, | |
| 0.007376296997070313, | |
| 0.007093418121337891, | |
| 0.007086058139801025, | |
| 0.0070926170349121095, | |
| 0.006972137928009033, | |
| 0.007157577991485596, | |
| 0.007130376815795899, | |
| 0.0069726181030273435, | |
| 0.006716458797454834, | |
| 0.007082697868347168, | |
| 0.00691005802154541, | |
| 0.007302377223968506, | |
| 0.0075919761657714845, | |
| 0.007592135906219482, | |
| 0.007510056018829345, | |
| 0.0070863780975341795, | |
| 0.007387977123260498, | |
| 0.007687496185302734, | |
| 0.007276937961578369, | |
| 0.007273258209228516, | |
| 0.007453735828399658, | |
| 0.007546855926513672, | |
| 0.007631175994873047, | |
| 0.00753277587890625, | |
| 0.007460297107696533, | |
| 0.007287977218627929, | |
| 0.0075386958122253414, | |
| 0.007529736042022705, | |
| 0.0075868558883667, | |
| 0.007565896034240723, | |
| 0.00759165620803833, | |
| 0.0075783758163452146, | |
| 0.007570857048034668, | |
| 0.00746589708328247, | |
| 0.006710379123687744, | |
| 0.006839818000793457, | |
| 0.007002058029174804, | |
| 0.007624775886535645, | |
| 0.007594215869903565, | |
| 0.007396137237548828, | |
| 0.007285417079925537, | |
| 0.007118056774139405, | |
| 0.00705197811126709, | |
| 0.006867018222808838, | |
| 0.006653738975524902, | |
| 0.006651179790496826, | |
| 0.006898378849029541, | |
| 0.006656939029693603, | |
| 0.0066697378158569335, | |
| 0.0066374192237854 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 132.34565725790665 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |