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Merge pull request #17 from huajsj/master
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add vta yolov3-tiny configure
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@tmoreau89
tmoreau89 authored Feb 26, 2020
2 parents 04cefdc + 4b92511 commit 2022322
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# Yolo-tiny pynq_1x16_i8w8a32_15_15_18_17
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 1, 208, 208, 1, 16], "int8"], ["TENSOR", [2, 1, 3, 3, 16, 16], "int8"], [1, 1], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 13, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 16]], ["tile_w", "sp", [1, 16]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [2, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0039937316], 0, 8.405554056167603, 1562808175.4555], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 2, 104, 104, 1, 16], "int8"], ["TENSOR", [4, 2, 3, 3, 16, 16], "int8"], [1, 1], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 34, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 8]], ["tile_w", "sp", [1, 8]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [1, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0073480856], 0, 8.748790264129639, 1562808382.7584333], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 8, 26, 26, 1, 16], "int8"], ["TENSOR", [16, 8, 3, 3, 16, 16], "int8"], [1, 1], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 463, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [2, 1]], ["tile_co", "sp", [2, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0026690964000000003], 0, 8.076721906661987, 1562808905.225234], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 16, 13, 13, 1, 16], "int8"], ["TENSOR", [32, 16, 3, 3, 16, 16], "int8"], [1, 1], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 575, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [4, 1]], ["tile_co", "sp", [2, 4]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.004933592], 0, 7.484028100967407, 1562809902.1759655], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 32, 13, 13, 1, 16], "int8"], ["TENSOR", [64, 32, 3, 3, 16, 16], "int8"], [1, 1], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 681, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [1, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0029655326], 0, 8.132118701934814, 1562810463.358518], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 4, 52, 52, 1, 16], "int8"], ["TENSOR", [8, 4, 3, 3, 16, 16], "int8"], [1, 1], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 1330, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [1, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0051833916], 0, 15.070104122161865, 1562811557.4666142], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 16, 13, 13, 1, 16], "int8"], ["TENSOR", [8, 16, 1, 1, 16, 16], "int8"], [1, 1], [0, 0, 0, 0], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 828, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [1, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.005699331], 0, 8.357709884643555, 1562812841.1368377], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 64, 13, 13, 1, 16], "int8"], ["TENSOR", [16, 64, 1, 1, 16, 16], "int8"], [1, 1], [0, 0, 0, 0], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 1113, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [1, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0013487228], 0, 7.647406816482544, 1562814719.0447638], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 24, 26, 26, 1, 16], "int8"], ["TENSOR", [16, 24, 3, 3, 16, 16], "int8"], [1, 1], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 526, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [1, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0010287707999999999], 0, 7.80133843421936, 1562815291.6689675], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 32, 13, 13, 1, 16], "int8"], ["TENSOR", [16, 32, 1, 1, 16, 16], "int8"], [1, 1], [0, 0, 0, 0], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 203, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [1, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0010809022], 0, 8.027522563934326, 1562816721.1013265], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 16, 26, 26, 1, 16], "int8"], ["TENSOR", [16, 16, 1, 1, 16, 16], "int8"], [1, 1], [0, 0, 0, 0], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 203, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 13]], ["tile_w", "sp", [1, 13]], ["tile_ci", "sp", [1, 1]], ["tile_co", "sp", [1, 1]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0010809022], 0, 8.027522563934326, 1562816721.1013265], "version": 0.2, "tvm_version": "0.7.dev0"}
# YoloV3-tiny - arm_cpu fp32 batch = 1
{"input": ["llvm -device=arm_cpu -model=pynq -target=armv7a-linux-eabi", "conv2d_nchw_spatial_pack.arm_cpu", [["TENSOR", [1, 3, 416, 416], "float32"], ["TENSOR", [16, 3, 3, 3], "float32"], [1, 1], [1, 1, 1, 1], [1, 1], "float32"], {}], "config": {"index": 72880, "code_hash": null, "entity": [["tile_co", "sp", [8, 8]], ["tile_oh", "sp", [52, 2]], ["tile_ow", "sp", [52, 2]], ["reorder_0", "re", [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]], ["ann_reduce", "an", ["none", "none"]], ["ann_spatial", "an", ["unroll", "unroll", "vec"]]]}, "result": [[0.106961243], 0, 1.368462085723877, 1536393445.5359874], "version": 0.2, "tvm_version": "0.7.dev0"}
# Resnet-18 - pynq_1x16_i8w8a32_15_15_18_17
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 16, 14, 14, 1, 16], "int8"], ["TENSOR", [32, 16, 3, 3, 16, 16], "int8"], [2, 2], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 203, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 7]], ["tile_w", "sp", [1, 7]], ["tile_ci", "sp", [16, 1]], ["tile_co", "sp", [2, 16]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0039937316], 0, 8.405554056167603, 1562808175.4555], "version": 0.2, "tvm_version": "0.7.dev0"}
{"input": ["ext_dev -device=vta -keys=cpu -model=pynq_1x16_i8w8a32_15_15_18_17", "conv2d_packed.vta", [["TENSOR", [1, 32, 7, 7, 1, 16], "int8"], ["TENSOR", [32, 32, 3, 3, 16, 16], "int8"], [1, 1], [1, 1, 1, 1], [1, 1], "NCHW1n16c", "int32"], {}], "config": {"index": 243, "code_hash": null, "entity": [["tile_b", "sp", [1, 1]], ["tile_h", "sp", [1, 7]], ["tile_w", "sp", [1, 7]], ["tile_ci", "sp", [32, 1]], ["tile_co", "sp", [2, 16]], ["oc_nthread", "ot", 2], ["h_nthread", "ot", 1]]}, "result": [[0.0073480856], 0, 8.748790264129639, 1562808382.7584333], "version": 0.2, "tvm_version": "0.7.dev0"}
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