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update readme and clean benchmark results

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ImageNet/training_scripts/imagenet_training/results
README.md

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`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_known_t1.11_NCHW.csv`

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`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_known_t1.11_NHWC.csv`

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`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_t1.11_NCHW.csv`

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`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_t1.11_NHWC.csv`

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Commit 27c9198

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13 files changed

13 files changed

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_known_t1.11_NCHW.csv`

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_known_t1.11_NCHW_amp.csv`

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_known_t1.11_NHWC.csv`

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_known_t1.11_NHWC_amp.csv`

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_t1.11_NCHW.csv`

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_t1.11_NCHW_amp.csv`

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_t1.11_NHWC.csv`

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_normal_t1.11_NHWC_amp.csv`

`‎ImageNet/training_scripts/imagenet_training/results/bench_infer_GTX1080_fp32_small_t1.11_NCHW.csv`

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