IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
ba297bc
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "image-classification", | |
| "library": "timm", | |
| "model_type": "resnet50", | |
| "model": "timm/resnet50.a1_in1k", | |
| "processor": "timm/resnet50.a1_in1k", | |
| "device": "cuda", | |
| "device_ids": "5", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": false, | |
| "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": 1118.26944, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 47922.470912, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.5375078125, | |
| "mean": 8.5375078125, | |
| "stdev": 0.0, | |
| "p50": 8.5375078125, | |
| "p90": 8.5375078125, | |
| "p95": 8.5375078125, | |
| "p99": 8.5375078125, | |
| "values": [ | |
| 8.5375078125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1202.651136, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 118932.709376, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 113.516032 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 137, | |
| "total": 0.9984597318172451, | |
| "mean": 0.007288027239541937, | |
| "stdev": 0.0010267662059820582, | |
| "p50": 0.007133901119232178, | |
| "p90": 0.0078115309715271, | |
| "p95": 0.007823754978179932, | |
| "p99": 0.009296038780212375, | |
| "values": [ | |
| 0.00803549861907959, | |
| 0.007710218906402588, | |
| 0.007646860122680664, | |
| 0.007503819942474365, | |
| 0.007522860050201416, | |
| 0.007515180110931397, | |
| 0.007379660129547119, | |
| 0.00747245979309082, | |
| 0.0073879799842834475, | |
| 0.007471020221710205, | |
| 0.007345901012420654, | |
| 0.007290060043334961, | |
| 0.007289900779724121, | |
| 0.0073083009719848635, | |
| 0.007263659954071045, | |
| 0.007228781223297119, | |
| 0.0072036609649658205, | |
| 0.00722622013092041, | |
| 0.0071663808822631835, | |
| 0.00720318078994751, | |
| 0.007222539901733398, | |
| 0.007133901119232178, | |
| 0.0073311800956726075, | |
| 0.007224620819091797, | |
| 0.007132620811462403, | |
| 0.0070814208984375, | |
| 0.007169421195983887, | |
| 0.0071041412353515625, | |
| 0.007198380947113037, | |
| 0.01000509262084961, | |
| 0.007363501071929931, | |
| 0.0071511797904968265, | |
| 0.0069105420112609865, | |
| 0.007008460998535157, | |
| 0.00688142204284668, | |
| 0.007007821083068848, | |
| 0.00691102123260498, | |
| 0.007078220844268799, | |
| 0.007237901210784912, | |
| 0.0069622211456298825, | |
| 0.00705518102645874, | |
| 0.01713371467590332, | |
| 0.002289273977279663, | |
| 0.0075396599769592286, | |
| 0.0076438188552856445, | |
| 0.0076490998268127445, | |
| 0.007647499084472657, | |
| 0.007702219963073731, | |
| 0.007683498859405518, | |
| 0.007607500076293946, | |
| 0.007555018901824951, | |
| 0.0073073410987854, | |
| 0.0074681401252746586, | |
| 0.00717694091796875, | |
| 0.007477260112762451, | |
| 0.007758860111236572, | |
| 0.007607658863067627, | |
| 0.007538219928741455, | |
| 0.0075446200370788575, | |
| 0.007130061149597168, | |
| 0.006945900917053223, | |
| 0.006941901206970215, | |
| 0.006887822151184082, | |
| 0.007060941219329834, | |
| 0.0069401412010192875, | |
| 0.0069305419921875, | |
| 0.006936141014099121, | |
| 0.006928621768951416, | |
| 0.006970701217651368, | |
| 0.006937901020050049, | |
| 0.006948942184448242, | |
| 0.0069310212135314945, | |
| 0.00691038179397583, | |
| 0.006938541889190674, | |
| 0.006918860912322998, | |
| 0.006941902160644531, | |
| 0.0069102210998535155, | |
| 0.00690654182434082, | |
| 0.006898381233215332, | |
| 0.006924942016601563, | |
| 0.006883501052856445, | |
| 0.006913901805877686, | |
| 0.0069401412010192875, | |
| 0.006907821178436279, | |
| 0.006892461776733399, | |
| 0.006912140846252441, | |
| 0.0069075021743774416, | |
| 0.0073049402236938475, | |
| 0.0069393420219421385, | |
| 0.0069577407836914065, | |
| 0.006937100887298584, | |
| 0.006942222118377686, | |
| 0.006974861145019531, | |
| 0.0069780611991882326, | |
| 0.00697742223739624, | |
| 0.00694110107421875, | |
| 0.006928141117095947, | |
| 0.006918221950531006, | |
| 0.00694382095336914, | |
| 0.0069289422035217286, | |
| 0.006899341106414795, | |
| 0.00691854190826416, | |
| 0.006915980815887451, | |
| 0.006912141799926758, | |
| 0.0069174208641052245, | |
| 0.006931501865386963, | |
| 0.006951021194458008, | |
| 0.00695150089263916, | |
| 0.006943342208862305, | |
| 0.0069529409408569335, | |
| 0.006960141181945801, | |
| 0.006946702003479004, | |
| 0.007810859203338623, | |
| 0.00782413911819458, | |
| 0.007786219120025635, | |
| 0.007863819122314453, | |
| 0.007811338901519776, | |
| 0.007811819076538086, | |
| 0.007816139221191407, | |
| 0.007804459095001221, | |
| 0.007826539039611816, | |
| 0.007823658943176269, | |
| 0.007830859184265137, | |
| 0.007801898956298828, | |
| 0.007819659233093261, | |
| 0.007821739196777344, | |
| 0.007819979190826417, | |
| 0.007812458992004395, | |
| 0.007734058856964111, | |
| 0.007265261173248291, | |
| 0.0072257399559021, | |
| 0.007202860832214356, | |
| 0.0071377410888671874, | |
| 0.006953260898590088, | |
| 0.006943662166595459, | |
| 0.0070753412246704105, | |
| 0.007093101978302002 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 137.21134226480353 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |