Hugging Face's logo

Datasets:
optimum-benchmark
/
rocm

Dataset card Files
xet
 Community
rocm / cuda_inference_diffusers_text-to-image_hf-internal-testing /tiny-stable-diffusion-torch /benchmark.json
IlyasMoutawwakil's picture
IlyasMoutawwakil HF Staff
Upload cuda_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch/benchmark.json with huggingface_hub
a46e07e verified
Raw
History Blame
26.9 kB
{
 "config": {
 "name": "cuda_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch",
 "backend": {
 "name": "pytorch",
 "version": "2.3.1+rocm5.7",
 "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
 "model": "hf-internal-testing/tiny-stable-diffusion-torch",
 "processor": "hf-internal-testing/tiny-stable-diffusion-torch",
 "task": "text-to-image",
 "library": "diffusers",
 "model_type": "stable-diffusion",
 "device": "cuda",
 "device_ids": "6",
 "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,
 "allow_tf32": false,
 "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": 2,
 "sequence_length": 16,
 "num_choices": 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": 1082014.486528,
 "system": "Linux",
 "machine": "x86_64",
 "platform": "Linux-5.15.0-131-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": "0.6.0.dev0",
 "optimum_benchmark_commit": null,
 "transformers_version": "4.51.3",
 "transformers_commit": null,
 "accelerate_version": "1.6.0",
 "accelerate_commit": null,
 "diffusers_version": "0.33.1",
 "diffusers_commit": null,
 "optimum_version": null,
 "optimum_commit": null,
 "timm_version": "1.0.15",
 "timm_commit": null,
 "peft_version": "0.15.2",
 "peft_commit": null
 },
 "print_report": true,
 "log_report": true
 },
 "report": {
 "load_model": {
 "memory": {
 "unit": "MB",
 "max_ram": 1061.588992,
 "max_global_vram": 68702.69952,
 "max_process_vram": 7693.340672,
 "max_reserved": 10.48576,
 "max_allocated": 8.715776
 },
 "latency": {
 "unit": "s",
 "values": [
 0.6853455810546875
 ],
 "count": 1,
 "total": 0.6853455810546875,
 "mean": 0.6853455810546875,
 "p50": 0.6853455810546875,
 "p90": 0.6853455810546875,
 "p95": 0.6853455810546875,
 "p99": 0.6853455810546875,
 "stdev": 0,
 "stdev_": 0
 },
 "throughput": null,
 "energy": null,
 "efficiency": null
 },
 "first_call": {
 "memory": {
 "unit": "MB",
 "max_ram": 1326.436352,
 "max_global_vram": 68702.69952,
 "max_process_vram": 63278.379008,
 "max_reserved": 314.5728,
 "max_allocated": 295.694848
 },
 "latency": {
 "unit": "s",
 "values": [
 0.8297020263671875
 ],
 "count": 1,
 "total": 0.8297020263671875,
 "mean": 0.8297020263671875,
 "p50": 0.8297020263671875,
 "p90": 0.8297020263671875,
 "p95": 0.8297020263671875,
 "p99": 0.8297020263671875,
 "stdev": 0,
 "stdev_": 0
 },
 "throughput": null,
 "energy": null,
 "efficiency": null
 },
 "call": {
 "memory": {
 "unit": "MB",
 "max_ram": 1326.882816,
 "max_global_vram": 68702.69952,
 "max_process_vram": 212730.257408,
 "max_reserved": 427.819008,
 "max_allocated": 295.694848
 },
 "latency": {
 "unit": "s",
 "values": [
 0.06225762939453125,
 0.06040226364135742,
 0.06149666213989258,
 0.06540771484375,
 0.058420177459716796,
 0.057480812072753906,
 0.057623531341552736,
 0.05744529342651367,
 0.05734049224853516,
 0.05726465225219726,
 0.06112546539306641,
 0.0580220947265625,
 0.06049170303344727,
 0.061809783935546876,
 0.060182098388671876,
 0.058845455169677735,
 0.05714993286132813
 ],
 "count": 17,
 "total": 1.0127657623291015,
 "mean": 0.05957445660759421,
 "p50": 0.058845455169677735,
 "p90": 0.06198892211914062,
 "p95": 0.062887646484375,
 "p99": 0.06490370117187501,
 "stdev": 0.002267674039735162,
 "stdev_": 3.806453585757242
 },
 "throughput": {
 "unit": "images/s",
 "value": 33.57143503924216
 },
 "energy": null,
 "efficiency": null
 },
 "per_step": {
 "memory": null,
 "latency": {
 "unit": "s",
 "values": [
 0.014774925231933593,
 0.014549802780151368,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.029406007766723634,
 0.013962601661682129,
 0.013938921928405762,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.029406007766723634,
 0.013962601661682129,
 0.013938921928405762,
 0.029494327545166017,
 0.013983562469482421,
 0.017465972900390626,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.029406007766723634,
 0.013962601661682129,
 0.013938921928405762,
 0.029494327545166017,
 0.013983562469482421,
 0.017465972900390626,
 0.030358171463012694,
 0.013972042083740234,
 0.013953001976013183,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.029406007766723634,
 0.013962601661682129,
 0.013938921928405762,
 0.029494327545166017,
 0.013983562469482421,
 0.017465972900390626,
 0.030358171463012694,
 0.013972042083740234,
 0.013953001976013183,
 0.02929880714416504,
 0.015812687873840332,
 0.015425806045532226,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.029406007766723634,
 0.013962601661682129,
 0.013938921928405762,
 0.029494327545166017,
 0.013983562469482421,
 0.017465972900390626,
 0.030358171463012694,
 0.013972042083740234,
 0.013953001976013183,
 0.02929880714416504,
 0.015812687873840332,
 0.015425806045532226,
 0.03197817611694336,
 0.01507796573638916,
 0.014770764350891114,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.029406007766723634,
 0.013962601661682129,
 0.013938921928405762,
 0.029494327545166017,
 0.013983562469482421,
 0.017465972900390626,
 0.030358171463012694,
 0.013972042083740234,
 0.013953001976013183,
 0.02929880714416504,
 0.015812687873840332,
 0.015425806045532226,
 0.03197817611694336,
 0.01507796573638916,
 0.014770764350891114,
 0.030814651489257813,
 0.014661483764648438,
 0.014719564437866211,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.029406007766723634,
 0.013962601661682129,
 0.013938921928405762,
 0.029494327545166017,
 0.013983562469482421,
 0.017465972900390626,
 0.030358171463012694,
 0.013972042083740234,
 0.013953001976013183,
 0.02929880714416504,
 0.015812687873840332,
 0.015425806045532226,
 0.03197817611694336,
 0.01507796573638916,
 0.014770764350891114,
 0.030814651489257813,
 0.014661483764648438,
 0.014719564437866211,
 0.03082105255126953,
 0.014179561614990234,
 0.013927721977233886,
 0.014774925231933593,
 0.014549802780151368,
 0.03154889678955078,
 0.014520203590393067,
 0.014409643173217773,
 0.03183817672729492,
 0.014910445213317872,
 0.014763564109802245,
 0.037085071563720706,
 0.01430068302154541,
 0.014093802452087403,
 0.03072825241088867,
 0.014106602668762206,
 0.014053482055664063,
 0.029460887908935546,
 0.014028841972351075,
 0.014021322250366211,
 0.029667448043823243,
 0.014003722190856934,
 0.014008842468261718,
 0.02946120834350586,
 0.014024042129516601,
 0.013989642143249511,
 0.029443288803100588,
 0.013995402336120606,
 0.01393684196472168,
 0.029406007766723634,
 0.013962601661682129,
 0.013938921928405762,
 0.029494327545166017,
 0.013983562469482421,
 0.017465972900390626,
 0.030358171463012694,
 0.013972042083740234,
 0.013953001976013183,
 0.02929880714416504,
 0.015812687873840332,
 0.015425806045532226,
 0.03197817611694336,
 0.01507796573638916,
 0.014770764350891114,
 0.030814651489257813,
 0.014661483764648438,
 0.014719564437866211,
 0.03082105255126953,
 0.014179561614990234,
 0.013927721977233886,
 0.029286808013916015,
 0.013941962242126465,
 0.013945642471313477
 ],
 "count": 442,
 "total": 8.627245633125305,
 "mean": 0.01951865527856404,
 "p50": 0.014549802780151368,
 "p90": 0.03154889678955078,
 "p95": 0.03183817672729492,
 "p99": 0.037085071563720706,
 "stdev": 0.007801989164061333,
 "stdev_": 39.971960428184346
 },
 "throughput": null,
 "energy": null,
 "efficiency": null
 }
 }
}