Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub

cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json

@@ -0,0 +1,290 @@
+{
+    "config": {
+        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
+        "backend": {
+            "name": "pytorch",
+            "version": "2.2.2",
+            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
+            "task": "multiple-choice",
+            "model": "FacebookAI/roberta-base",
+            "library": "transformers",
+            "device": "cuda",
+            "device_ids": "0",
+            "seed": 42,
+            "inter_op_num_threads": null,
+            "intra_op_num_threads": null,
+            "hub_kwargs": {
+                "revision": "main",
+                "force_download": false,
+                "local_files_only": false,
+                "trust_remote_code": false
+            },
+            "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": true,
+            "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",
+            "start_method": "spawn"
+        },
+        "environment": {
+            "cpu": " AMD EPYC 7R32",
+            "cpu_count": 16,
+            "cpu_ram_mb": 66697.29792,
+            "system": "Linux",
+            "machine": "x86_64",
+            "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
+            "processor": "x86_64",
+            "python_version": "3.10.14",
+            "gpu": [
+                "NVIDIA A10G"
+            ],
+            "gpu_count": 1,
+            "gpu_vram_mb": 24146608128,
+            "optimum_benchmark_version": "0.2.0",
+            "optimum_benchmark_commit": null,
+            "transformers_version": "4.40.2",
+            "transformers_commit": null,
+            "accelerate_version": "0.30.0",
+            "accelerate_commit": null,
+            "diffusers_version": "0.27.2",
+            "diffusers_commit": null,
+            "optimum_version": null,
+            "optimum_commit": null,
+            "timm_version": "0.9.16",
+            "timm_commit": null,
+            "peft_version": null,
+            "peft_commit": null
+        }
+    },
+    "report": {
+        "forward": {
+            "memory": {
+                "unit": "MB",
+                "max_ram": 890.933248,
+                "max_global_vram": 1195.900928,
+                "max_process_vram": 0.0,
+                "max_reserved": 555.74528,
+                "max_allocated": 509.039104
+            },
+            "latency": {
+                "unit": "s",
+                "count": 147,
+                "total": 1.0010028176307677,
+                "mean": 0.006809542977080052,
+                "stdev": 0.0004622006678675761,
+                "p50": 0.006697951793670654,
+                "p90": 0.006977740859985352,
+                "p95": 0.007162982416152954,
+                "p99": 0.009501163654327387,
+                "values": [
+                    0.01036083221435547,
+                    0.009812992095947265,
+                    0.009135104179382325,
+                    0.007342080116271973,
+                    0.00729804801940918,
+                    0.007814144134521485,
+                    0.007114751815795899,
+                    0.006765567779541016,
+                    0.006710271835327148,
+                    0.006730751991271973,
+                    0.006702079772949219,
+                    0.006699007987976074,
+                    0.0067123198509216305,
+                    0.006692863941192627,
+                    0.006808544158935547,
+                    0.006694911956787109,
+                    0.006713344097137451,
+                    0.006721536159515381,
+                    0.006738944053649902,
+                    0.006731776237487793,
+                    0.00669593620300293,
+                    0.00667852783203125,
+                    0.006694911956787109,
+                    0.006669312000274658,
+                    0.006651904106140137,
+                    0.006800384044647217,
+                    0.006976511955261231,
+                    0.007166975975036621,
+                    0.007153664112091064,
+                    0.006994944095611572,
+                    0.006936575889587402,
+                    0.006918144226074219,
+                    0.006949888229370117,
+                    0.006945792198181152,
+                    0.006899712085723877,
+                    0.006987775802612305,
+                    0.007016448020935059,
+                    0.007038976192474365,
+                    0.006930431842803955,
+                    0.006979584217071533,
+                    0.006725632190704346,
+                    0.006706175804138184,
+                    0.006657023906707763,
+                    0.00667852783203125,
+                    0.006691840171813965,
+                    0.006652927875518798,
+                    0.0066416640281677245,
+                    0.00669593620300293,
+                    0.006660096168518067,
+                    0.006669312000274658,
+                    0.006657023906707763,
+                    0.006647808074951172,
+                    0.006652927875518798,
+                    0.0066447358131408694,
+                    0.006627327919006347,
+                    0.0067338237762451176,
+                    0.0068853759765625,
+                    0.006876160144805908,
+                    0.006663167953491211,
+                    0.006680575847625733,
+                    0.006663167953491211,
+                    0.006628384113311767,
+                    0.0066344962120056155,
+                    0.006647808074951172,
+                    0.006626304149627686,
+                    0.007288832187652588,
+                    0.006768671989440918,
+                    0.006863808155059815,
+                    0.006714367866516113,
+                    0.006740992069244385,
+                    0.006761472225189209,
+                    0.006735936164855957,
+                    0.006687744140625,
+                    0.0066826558113098145,
+                    0.006632480144500732,
+                    0.006676447868347168,
+                    0.006697951793670654,
+                    0.0066518402099609375,
+                    0.006653952121734619,
+                    0.0066641921997070315,
+                    0.006662144184112549,
+                    0.00668665599822998,
+                    0.006692863941192627,
+                    0.006656000137329102,
+                    0.006670335769653321,
+                    0.006689792156219483,
+                    0.0066447358131408694,
+                    0.006658048152923584,
+                    0.006675456047058105,
+                    0.006643712043762207,
+                    0.006661119937896728,
+                    0.006676479816436768,
+                    0.00663753604888916,
+                    0.0067041277885437015,
+                    0.006732800006866455,
+                    0.006713280200958252,
+                    0.00672051191329956,
+                    0.00672051191329956,
+                    0.006715392112731934,
+                    0.006714367866516113,
+                    0.00672870397567749,
+                    0.0067010560035705566,
+                    0.006718463897705078,
+                    0.006732895851135254,
+                    0.006712287902832031,
+                    0.0066979842185974124,
+                    0.006733856201171875,
+                    0.00673689603805542,
+                    0.0067010560035705566,
+                    0.006724607944488525,
+                    0.006680575847625733,
+                    0.006642687797546387,
+                    0.006652927875518798,
+                    0.006672383785247803,
+                    0.006656000137329102,
+                    0.006796288013458252,
+                    0.006656000137329102,
+                    0.006639616012573242,
+                    0.00662937593460083,
+                    0.0066375679969787596,
+                    0.006624256134033203,
+                    0.006642687797546387,
+                    0.006660031795501709,
+                    0.006636544227600098,
+                    0.0067491202354431155,
+                    0.006723584175109864,
+                    0.006672383785247803,
+                    0.006687744140625,
+                    0.0066713600158691405,
+                    0.006703104019165039,
+                    0.006779903888702392,
+                    0.006672383785247803,
+                    0.006843391895294189,
+                    0.006691840171813965,
+                    0.006710303783416748,
+                    0.006804480075836182,
+                    0.006680575847625733,
+                    0.006652927875518798,
+                    0.006666240215301514,
+                    0.006658048152923584,
+                    0.006745120048522949,
+                    0.0067686400413513184,
+                    0.006666240215301514,
+                    0.006649856090545654,
+                    0.00667852783203125,
+                    0.006672351837158203,
+                    0.006708223819732666
+                ]
+            },
+            "throughput": {
+                "unit": "samples/s",
+                "value": 146.85273348973007
+            },
+            "energy": {
+                "unit": "kWh",
+                "cpu": 7.922582383509037e-08,
+                "ram": 4.33093671053939e-08,
+                "gpu": 1.5034456471998507e-07,
+                "total": 2.7287975566046934e-07
+            },
+            "efficiency": {
+                "unit": "samples/kWh",
+                "value": 3664617.7638924965
+            }
+        }
+    }
+}