IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
a1f9fa8
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": 1153.744896, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 51588.665344, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.6250595703125, | |
"mean": 8.6250595703125, | |
"stdev": 0.0, | |
"p50": 8.6250595703125, | |
"p90": 8.6250595703125, | |
"p95": 8.6250595703125, | |
"p99": 8.6250595703125, | |
"values": [ | |
8.6250595703125 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1238.134784, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 104047.992832, | |
"max_reserved": 148.897792, | |
"max_allocated": 113.516032 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 137, | |
"total": 0.9998998243808744, | |
"mean": 0.007298538864093975, | |
"stdev": 0.0009574924846410198, | |
"p50": 0.007132143020629883, | |
"p90": 0.007620749759674072, | |
"p95": 0.007985868644714355, | |
"p99": 0.009607458534240694, | |
"values": [ | |
0.00826509952545166, | |
0.008213100433349609, | |
0.007946220874786377, | |
0.007726381778717041, | |
0.0076324610710144045, | |
0.007609422206878662, | |
0.007552620887756348, | |
0.007554542064666748, | |
0.00750750207901001, | |
0.007423982143402099, | |
0.007484622001647949, | |
0.007262382984161377, | |
0.00715358304977417, | |
0.007156463146209717, | |
0.007153263092041015, | |
0.007107983112335205, | |
0.0071151828765869144, | |
0.007107983112335205, | |
0.0071175827980041505, | |
0.0072310218811035155, | |
0.007097423076629639, | |
0.010362535476684571, | |
0.007107822895050049, | |
0.007123982906341553, | |
0.007035822868347168, | |
0.007102542877197265, | |
0.007047502994537353, | |
0.007025743007659912, | |
0.007122221946716308, | |
0.007059662818908691, | |
0.007081742763519287, | |
0.007371821880340576, | |
0.0071127829551696775, | |
0.0071006231307983395, | |
0.0072047820091247555, | |
0.007096622943878174, | |
0.007201901912689209, | |
0.0071550230979919435, | |
0.007096622943878174, | |
0.007100782871246338, | |
0.007235023021697998, | |
0.01635308074951172, | |
0.002299195051193237, | |
0.0070772628784179685, | |
0.0070999832153320315, | |
0.00712734317779541, | |
0.0071171030998229984, | |
0.007122861862182617, | |
0.007115023136138916, | |
0.007102542877197265, | |
0.007109582901000977, | |
0.007086701869964599, | |
0.0071171030998229984, | |
0.007091183185577393, | |
0.007148622989654541, | |
0.007117423057556152, | |
0.007122063159942627, | |
0.0071030230522155765, | |
0.007074062824249268, | |
0.007141423225402832, | |
0.007141423225402832, | |
0.007148942947387695, | |
0.0070999832153320315, | |
0.0072545428276062016, | |
0.007137261867523194, | |
0.007118863105773926, | |
0.0071340627670288086, | |
0.007156142234802246, | |
0.007138062953948974, | |
0.007132623195648193, | |
0.007131182193756104, | |
0.007129902839660644, | |
0.007119983196258545, | |
0.007348941802978516, | |
0.007132143020629883, | |
0.007130702018737793, | |
0.007140623092651367, | |
0.0071195030212402345, | |
0.007123022079467773, | |
0.007140303134918213, | |
0.007139822959899902, | |
0.007100782871246338, | |
0.007112462997436523, | |
0.007093102931976319, | |
0.0070841431617736815, | |
0.007093102931976319, | |
0.007092621803283692, | |
0.0070815830230712895, | |
0.007468301773071289, | |
0.007138702869415283, | |
0.007132781982421875, | |
0.007137742996215821, | |
0.007116783142089844, | |
0.007137901782989502, | |
0.007128942966461182, | |
0.0071249427795410155, | |
0.007129262924194336, | |
0.007158863067626953, | |
0.007149423122406006, | |
0.007134541988372802, | |
0.007127822875976563, | |
0.007090222835540771, | |
0.007105903148651123, | |
0.007096461772918701, | |
0.007085103034973145, | |
0.007124142169952392, | |
0.007125263214111328, | |
0.007167663097381592, | |
0.007138862133026123, | |
0.007113903045654297, | |
0.007120303153991699, | |
0.007485901832580567, | |
0.008015179634094238, | |
0.008029741287231445, | |
0.008038379669189454, | |
0.007612942218780517, | |
0.007396622180938721, | |
0.007442701816558838, | |
0.0074881410598754885, | |
0.007499182224273681, | |
0.00741422176361084, | |
0.007974541187286377, | |
0.007978540897369385, | |
0.007662861824035644, | |
0.00767694091796875, | |
0.007443982124328613, | |
0.007517742156982422, | |
0.007313101768493652, | |
0.007180943012237549, | |
0.007126543045043945, | |
0.0070932631492614745, | |
0.007100462913513184, | |
0.0071300630569458, | |
0.00713198184967041, | |
0.007137901782989502, | |
0.007138702869415283, | |
0.007149581909179688 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 137.01372543477413 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |