Anton Lokhmotov

Please see @ens-lg4's comment [here](https://github.com/mlperf/inference_results_v0.5/issues/7#issuecomment-587426878).

@nvpohanh Given the issues with running object detection models on TX1/TX2 that we reported, I'm wondering the Xavier AGX binaries are going to work on the upcoming Xavier NX? In...

If I were to guess, this `scripts/` folder should have been populated similarly to that in the [corresponding Intel submission](https://github.com/mlperf/inference_results_v0.5/tree/master/closed/Intel/code/ssd-small/openvino-linux/scripts): ``` offline_ssdm.sh offline_ssdm_accuracy.sh server_ssdm.sh server_ssdm_accuracy.sh singlestream_ssdm.sh singlestream_ssdm_accuracy.sh ```

Guessing further, SSD-Small in the Offline scenario and Performance mode would use [offline_ssdm.sh](https://github.com/mlperf/inference_results_v0.5/blob/master/closed/Intel/code/ssd-small/openvino-linux/scripts/singlestream_ssdm.sh): ``` Release_OMP/ov_mlperf --scenario Offline --mode Performance \ --mlperf_conf_filename "mlperf.conf" --user_conf_filename "scripts/ssdmobilenet_user.conf" \ --total_sample_count 5000 --data_path "/root/CK-TOOLS/dataset-coco-2017-val/" \...

To investigate a bit further, I've also decided to take a look at the [`measurements/`](https://github.com/mlperf/inference_results_v0.5/tree/master/closed/DellEMC/measurements) directory for the SSD-Small benchmark. To my surprise, it only contains [one Intel entry](https://github.com/mlperf/inference_results_v0.5/blob/master/closed/DellEMC/measurements/6248-sku_openvino-linux/ssd-small/Offline/), so...

Curiously, neither the [`user.conf`](https://github.com/mlperf/inference_results_v0.5/blob/master/closed/DellEMC/measurements/6248-sku_openvino-linux/ssd-small/Offline/user.conf) under [`measurements/`](https://github.com/mlperf/inference_results_v0.5/tree/master/closed/DellEMC/measurements) (intended for `Intel(R) Xeon(R) Platinum 9282 CPU @ 2.60GHz`) ``` *.Server.target_qps = 5260 *.Offline.target_qps = 10000 ``` nor the [`ssdmobilenet_user.conf`](https://github.com/mlperf/inference_results_v0.5/blob/master/closed/DellEMC/code/ssd-small/openvino-linux/scripts/ssdmobilenet_user.conf) under [`code/`](https://github.com/mlperf/inference_results_v0.5/blob/master/closed/DellEMC/code) (intended for...

It's also peculiar that while the Offline score (inputs/second) is better (higher) for [`Intel(R) Xeon(R) Platinum 8276 CPU @ 2.20GHz`](https://ark.intel.com/content/www/us/en/ark/products/192470/intel-xeon-platinum-8276-processor-38-5m-cache-2-20-ghz.html) (RCP: $8719) than for [`Intel(R) Xeon(R) Gold 6248 CPU @...

(Aside: It's a pity that no pricing is suggested for [`Intel(R) Xeon(R) Platinum 9282 CPU @ 2.60GHz`](https://ark.intel.com/content/www/us/en/ark/products/194146/intel-xeon-platinum-9282-processor-77m-cache-2-60-ghz.html).)

(Aside again: But for the best CPU for which pricing is available, [`Intel® Xeon® Platinum 8280L Processor @ 2.70GHz`](https://ark.intel.com/content/www/us/en/ark/products/192472/intel-xeon-platinum-8280l-processor-38-5m-cache-2-70-ghz.html), RCP is $17906.)

(Yet another aside: In the preview category, Tencent used four `Intel(R) Xeon(R) Platinum 8255C CPU @ 2.50GHz` absent from the Intel site. The closest match I can find - [24...