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Created June 8, 2021 22:41
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iree-full-benchmark-result-215.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) 22 22 1
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 872 872 6
MobileNetV2 [fp32,imagenet] (TensorFlow) 1-thread,little-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 1255 1256 6
MobileNetV2 [fp32,imagenet] (TensorFlow) full-inference with IREE-Vulkan @ SM-G980F (GPU-Mali-G77) 84 86 4
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,big-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 194 194 4
MobileNetV2 [fp32,imagenet] (TensorFlow) 1-thread,big-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 142 143 2
MobileNetV2 [fp32,imagenet] (TensorFlow) little-core,full-inference with IREE-Dylib-Sync @ SM-G980F (CPU-ARMv8.2-A) 1229 1256 53
MobileNetV2 [fp32,imagenet] (TensorFlow) big-core,full-inference with IREE-Dylib-Sync @ SM-G980F (CPU-ARMv8.2-A) 142 143 1
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-VMVX @ SM-G980F (CPU-ARMv8.2-A) 63422 63429 50
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) 308 313 14
MobileNetV3Small [fp32,imagenet] (TensorFlow) 1-thread,little-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 372 373 1
MobileNetV3Small [fp32,imagenet] (TensorFlow) full-inference with IREE-Vulkan @ SM-G980F (GPU-Mali-G77) 82 81 1
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,big-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 81 81 4
MobileNetV3Small [fp32,imagenet] (TensorFlow) 1-thread,big-core,full-inference with IREE-Dylib @ SM-G980F (CPU-ARMv8.2-A) 46 46 0
MobileNetV3Small [fp32,imagenet] (TensorFlow) little-core,full-inference with IREE-Dylib-Sync @ SM-G980F (CPU-ARMv8.2-A) 373 373 2
MobileNetV3Small [fp32,imagenet] (TensorFlow) big-core,full-inference with IREE-Dylib-Sync @ SM-G980F (CPU-ARMv8.2-A) 47 46 3
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-VMVX @ SM-G980F (CPU-ARMv8.2-A) 16953 16950 13
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 1004 999 61
MobileNetV2 [fp32,imagenet] (TensorFlow) 1-thread,little-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 1328 1328 4
MobileNetV2 [fp32,imagenet] (TensorFlow) 3-thread,big-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 238 229 28
MobileNetV2 [fp32,imagenet] (TensorFlow) 1-thread,big-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 170 170 1
MobileNetV2 [fp32,imagenet] (TensorFlow) little-core,full-inference with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) 1324 1324 5
MobileNetV2 [fp32,imagenet] (TensorFlow) big-core,full-inference with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) 210 210 1
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) 71585 71596 37
MobileNetV3Small [fp32,imagenet] (TensorFlow) 3-thread,little-core,full-inference with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) 405 408 32
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) 117 117 11
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 3
MobileNetV3Small [fp32,imagenet] (TensorFlow) big-core,full-inference with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) 62 62 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) 19103 19101 20
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