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Created June 8, 2021 19:07
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iree-full-benchmark-result-202.md

Full Benchmark Summary

Similar Benchmarks

Benchmark Name Average Latency (ms) Median Latency (ms) Latency Standard Deviation (ms)
MobileNetV2 [fp32,imagenet] (TensorFlow) kernel-execution with IREE-Vulkan @ SM-G980F (GPU-Mali-G77) 17 17 1
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 873 872 8
MobileNetV2 [fp32,imagenet] (TensorFlow) 1-thread,little-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 1225 1252 56
MobileNetV2 [fp32,imagenet] (TensorFlow) full-inference with IREE-Vulkan @ SM-G980F (GPU-Mali-G77) 85 86 4
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,big-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 192 192 5
MobileNetV2 [fp32,imagenet] (TensorFlow) 1-thread,big-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 139 140 1
MobileNetV2 [fp32,imagenet] (TensorFlow) little-core,full-inference with IREE-Dylib-Sync @ SM-G980F (CPU-ARMv8.2-A) 1252 1253 5
MobileNetV2 [fp32,imagenet] (TensorFlow) big-core,full-inference with IREE-Dylib-Sync @ SM-G980F (CPU-ARMv8.2-A) 140 140 2
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-VMVX @ SM-G980F (CPU-ARMv8.2-A) 63426 63423 25
MobileNetV3Small [fp32,imagenet] (TensorFlow) kernel-execution with IREE-Vulkan @ SM-G980F (GPU-Mali-G77) 20 20 1
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 306 313 15
MobileNetV3Small [fp32,imagenet] (TensorFlow) 1-thread,little-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 370 374 9
MobileNetV3Small [fp32,imagenet] (TensorFlow) full-inference with IREE-Vulkan @ SM-G980F (GPU-Mali-G77) 81 81 2
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,big-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 80 79 3
MobileNetV3Small [fp32,imagenet] (TensorFlow) 1-thread,big-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 45 45 0
MobileNetV3Small [fp32,imagenet] (TensorFlow) little-core,full-inference with IREE-Dylib-Sync @ SM-G980F (CPU-ARMv8.2-A) 373 374 4
MobileNetV3Small [fp32,imagenet] (TensorFlow) big-core,full-inference with IREE-Dylib-Sync @ SM-G980F (CPU-ARMv8.2-A) 46 45 1
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-VMVX @ SM-G980F (CPU-ARMv8.2-A) 16923 16945 67
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 993 973 71
MobileNetV2 [fp32,imagenet] (TensorFlow) 1-thread,little-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 1328 1331 8
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,big-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 231 232 13
MobileNetV2 [fp32,imagenet] (TensorFlow) 1-thread,big-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 170 170 0
MobileNetV2 [fp32,imagenet] (TensorFlow) little-core,full-inference with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) 1327 1325 5
MobileNetV2 [fp32,imagenet] (TensorFlow) big-core,full-inference with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) 211 210 2
MobileNetV2 [fp32,imagenet] (TensorFlow) full-inference with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) 74 74 0
MobileNetV2 [fp32,imagenet] (TensorFlow) kernel-execution with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) 70 70 1
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-VMVX @ Pixel-4 (CPU-ARMv8.2-A) 71561 71575 37
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 402 411 43
MobileNetV3Small [fp32,imagenet] (TensorFlow) 1-thread,little-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 388 388 2
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,big-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 121 124 10
MobileNetV3Small [fp32,imagenet] (TensorFlow) 1-thread,big-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 51 51 0
MobileNetV3Small [fp32,imagenet] (TensorFlow) little-core,full-inference with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) 387 387 2
MobileNetV3Small [fp32,imagenet] (TensorFlow) big-core,full-inference with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) 60 60 0
MobileNetV3Small [fp32,imagenet] (TensorFlow) full-inference with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) 38 38 0
MobileNetV3Small [fp32,imagenet] (TensorFlow) kernel-execution with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) 35 34 1
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-VMVX @ Pixel-4 (CPU-ARMv8.2-A) 19122 19121 15
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