rocm
/
cuda_inference_transformers_image-classification_google
/vit-base-patch16-224
/benchmark.json
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark.json with huggingface_hub
66bb97b
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "image-classification", | |
| "library": "transformers", | |
| "model_type": "vit", | |
| "model": "google/vit-base-patch16-224", | |
| "processor": "google/vit-base-patch16-224", | |
| "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": 1072.304128, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 43474.399232, | |
| "max_reserved": 400.556032, | |
| "max_allocated": 346.271744 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.3471708984375, | |
| "mean": 8.3471708984375, | |
| "stdev": 0.0, | |
| "p50": 8.3471708984375, | |
| "p90": 8.3471708984375, | |
| "p95": 8.3471708984375, | |
| "p99": 8.3471708984375, | |
| "values": [ | |
| 8.3471708984375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1244.442624, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 186364.203008, | |
| "max_reserved": 406.847488, | |
| "max_allocated": 355.303424 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 163, | |
| "total": 0.9992407269477847, | |
| "mean": 0.006130311208268617, | |
| "stdev": 0.00258894663827493, | |
| "p50": 0.005968945980072022, | |
| "p90": 0.006340624904632568, | |
| "p95": 0.0066093771934509285, | |
| "p99": 0.006745075607299804, | |
| "values": [ | |
| 0.038315433502197266, | |
| 0.004016150951385498, | |
| 0.004004951000213623, | |
| 0.004011030197143555, | |
| 0.0040217509269714355, | |
| 0.00399583101272583, | |
| 0.0040047898292541505, | |
| 0.004010870933532715, | |
| 0.004010711193084717, | |
| 0.004010711193084717, | |
| 0.004012629985809326, | |
| 0.004009911060333252, | |
| 0.00557854700088501, | |
| 0.0058919858932495114, | |
| 0.006059346199035645, | |
| 0.005867825984954834, | |
| 0.005877747058868408, | |
| 0.005848626136779785, | |
| 0.0058675060272216795, | |
| 0.005856146812438965, | |
| 0.005890545845031739, | |
| 0.006142866134643554, | |
| 0.0061238260269165035, | |
| 0.006136146068572998, | |
| 0.006110226154327393, | |
| 0.006109906196594238, | |
| 0.006111824989318847, | |
| 0.006107985973358154, | |
| 0.006194386005401611, | |
| 0.0061310257911682126, | |
| 0.006147346019744873, | |
| 0.0060694260597229, | |
| 0.006110866069793702, | |
| 0.0060857458114624025, | |
| 0.005945425987243652, | |
| 0.006177104949951172, | |
| 0.005976946830749512, | |
| 0.005948307037353516, | |
| 0.005960306167602539, | |
| 0.006074386119842529, | |
| 0.006287985801696777, | |
| 0.006088144779205322, | |
| 0.0059015870094299315, | |
| 0.005932946205139161, | |
| 0.0059414258003234865, | |
| 0.005933105945587158, | |
| 0.005907186031341553, | |
| 0.005942067146301269, | |
| 0.00591614580154419, | |
| 0.0059335861206054686, | |
| 0.005973266124725342, | |
| 0.005966385841369629, | |
| 0.005914546012878418, | |
| 0.005987666130065918, | |
| 0.00594862699508667, | |
| 0.005947346210479736, | |
| 0.0059665460586547855, | |
| 0.005990225791931153, | |
| 0.005985745906829834, | |
| 0.00600782585144043, | |
| 0.0059934258460998535, | |
| 0.0059860658645629885, | |
| 0.005949426174163819, | |
| 0.0059953460693359375, | |
| 0.005950866222381591, | |
| 0.005979986190795899, | |
| 0.005970545768737793, | |
| 0.006020465850830078, | |
| 0.006004146099090576, | |
| 0.00600398588180542, | |
| 0.005955347061157227, | |
| 0.0059579057693481445, | |
| 0.005958866119384765, | |
| 0.005960465908050537, | |
| 0.005946866035461426, | |
| 0.005971345901489258, | |
| 0.0061715059280395505, | |
| 0.005995026111602783, | |
| 0.005967986106872558, | |
| 0.005965586185455322, | |
| 0.005964945793151855, | |
| 0.00594062614440918, | |
| 0.005968945980072022, | |
| 0.005964305877685547, | |
| 0.005945587158203125, | |
| 0.005958547115325927, | |
| 0.005930386066436768, | |
| 0.005969426155090332, | |
| 0.005945106029510498, | |
| 0.005944945812225342, | |
| 0.0059199857711791995, | |
| 0.00593662691116333, | |
| 0.005941105842590332, | |
| 0.005925586223602295, | |
| 0.005936145782470703, | |
| 0.005985266208648682, | |
| 0.0059403061866760256, | |
| 0.005949427127838134, | |
| 0.005936306953430176, | |
| 0.005970866203308106, | |
| 0.005972465991973877, | |
| 0.00594286584854126, | |
| 0.005972305774688721, | |
| 0.005943665981292725, | |
| 0.005928306102752685, | |
| 0.00594286584854126, | |
| 0.005965106010437012, | |
| 0.005961427211761475, | |
| 0.005975027084350586, | |
| 0.00600398588180542, | |
| 0.005938705921173096, | |
| 0.005937106132507324, | |
| 0.005898866176605224, | |
| 0.005926705837249756, | |
| 0.005959987163543701, | |
| 0.005986227035522461, | |
| 0.005950066089630127, | |
| 0.005929905891418457, | |
| 0.005966065883636474, | |
| 0.005945586204528809, | |
| 0.0059340658187866215, | |
| 0.005980785846710205, | |
| 0.005935667037963867, | |
| 0.005937586784362793, | |
| 0.00596734619140625, | |
| 0.00594286584854126, | |
| 0.005934706211090088, | |
| 0.00641246509552002, | |
| 0.0066988649368286135, | |
| 0.00669134521484375, | |
| 0.00671230411529541, | |
| 0.006503025054931641, | |
| 0.006292945861816406, | |
| 0.006161905765533447, | |
| 0.0064267048835754395, | |
| 0.006198545932769775, | |
| 0.0063417448997497555, | |
| 0.006284625053405762, | |
| 0.006610225200653077, | |
| 0.0066017451286315915, | |
| 0.0062321457862854, | |
| 0.006326704978942871, | |
| 0.0063361449241638185, | |
| 0.0067985448837280275, | |
| 0.006660624027252197, | |
| 0.0066823849678039554, | |
| 0.006669264793395996, | |
| 0.0063955049514770506, | |
| 0.006331504821777344, | |
| 0.006231185913085938, | |
| 0.006421585083007813, | |
| 0.006110226154327393, | |
| 0.006206385135650635, | |
| 0.006262385845184326, | |
| 0.006401745796203613, | |
| 0.006290064811706543, | |
| 0.006167506217956543, | |
| 0.006255344867706299, | |
| 0.006101905822753906, | |
| 0.0062934250831604005, | |
| 0.006123505115509033, | |
| 0.006112626075744629, | |
| 0.006234224796295166 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 163.12385554769085 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |