From 08d1ac6f145f624be5aacc7e699fdbd581df10e2 Mon Sep 17 00:00:00 2001 From: Eloy Felix Date: Wed, 18 Dec 2024 10:31:35 +0000 Subject: [PATCH] add 2 demo models --- docs/chembl_35_multitask_gpcr_q8.onnx | 39100 +++++++++++++++ docs/chembl_35_multitask_kinase_q8.onnx | 56085 ++++++++++++++++++++++ 2 files changed, 95185 insertions(+) create mode 100644 docs/chembl_35_multitask_gpcr_q8.onnx create mode 100644 docs/chembl_35_multitask_kinase_q8.onnx diff --git a/docs/chembl_35_multitask_gpcr_q8.onnx b/docs/chembl_35_multitask_gpcr_q8.onnx new file mode 100644 index 0000000..825a7f1 --- /dev/null +++ b/docs/chembl_35_multitask_gpcr_q8.onnx @@ -0,0 +1,39100 @@ + onnx.quantize0.1.0: +d +inputinput_quantized input_scaleinput_zero_pointinput_QuantizeLinear"DynamicQuantizeLinear +i + input_scale +onnx::MatMul_1219_scale/fc1/MatMul_quant_scales_mul:0/fc1/MatMul_quant_scales_mul"Mul + +input_quantized +onnx::MatMul_1219_quantized +input_zero_point +onnx::MatMul_1219_zero_point%/fc1/MatMul_output_0_output_quantized/fc1/MatMul_quant" MatMulInteger + +%/fc1/MatMul_output_0_output_quantized1/fc1/MatMul_output_0_output_quantized_cast_output*/fc1/MatMul_output_0_output_quantized_cast"Cast* +to + +1/fc1/MatMul_output_0_output_quantized_cast_output +/fc1/MatMul_quant_scales_mul:0/fc1/MatMul_output_0"/fc1/MatMul_quant_output_scale_mul"Mul +B +fc1.bias +/fc1/MatMul_output_0/fc1/Add_output_0/fc1/Add"Add +0 +/fc1/Add_output_0/Relu_output_0/Relu"Relu + +/Relu_output_0/Relu_output_0_quantized/Relu_output_0_scale/Relu_output_0_zero_point/Relu_output_0_QuantizeLinear"DynamicQuantizeLinear +r +/Relu_output_0_scale +onnx::MatMul_1220_scale/fc2/MatMul_quant_scales_mul:0/fc2/MatMul_quant_scales_mul"Mul + +/Relu_output_0_quantized +onnx::MatMul_1220_quantized +/Relu_output_0_zero_point +onnx::MatMul_1220_zero_point%/fc2/MatMul_output_0_output_quantized/fc2/MatMul_quant" MatMulInteger + +%/fc2/MatMul_output_0_output_quantized1/fc2/MatMul_output_0_output_quantized_cast_output*/fc2/MatMul_output_0_output_quantized_cast"Cast* +to + +1/fc2/MatMul_output_0_output_quantized_cast_output +/fc2/MatMul_quant_scales_mul:0/fc2/MatMul_output_0"/fc2/MatMul_quant_output_scale_mul"Mul +B +fc2.bias +/fc2/MatMul_output_0/fc2/Add_output_0/fc2/Add"Add +4 +/fc2/Add_output_0/Relu_1_output_0/Relu_1"Relu + +/Relu_1_output_0/Relu_1_output_0_quantized/Relu_1_output_0_scale/Relu_1_output_0_zero_point/Relu_1_output_0_QuantizeLinear"DynamicQuantizeLinear +t +/Relu_1_output_0_scale +onnx::MatMul_1221_scale/y0o/MatMul_quant_scales_mul:0/y0o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1222_scale/y1o/MatMul_quant_scales_mul:0/y1o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1223_scale/y2o/MatMul_quant_scales_mul:0/y2o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1224_scale/y3o/MatMul_quant_scales_mul:0/y3o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1225_scale/y4o/MatMul_quant_scales_mul:0/y4o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1226_scale/y5o/MatMul_quant_scales_mul:0/y5o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1227_scale/y6o/MatMul_quant_scales_mul:0/y6o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1228_scale/y7o/MatMul_quant_scales_mul:0/y7o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1229_scale/y8o/MatMul_quant_scales_mul:0/y8o/MatMul_quant_scales_mul"Mul +t +/Relu_1_output_0_scale +onnx::MatMul_1230_scale/y9o/MatMul_quant_scales_mul:0/y9o/MatMul_quant_scales_mul"Mul +v +/Relu_1_output_0_scale +onnx::MatMul_1231_scale/y10o/MatMul_quant_scales_mul:0/y10o/MatMul_quant_scales_mul"Mul +v +/Relu_1_output_0_scale 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+onnx::MatMul_1320_scale/y99o/MatMul_quant_scales_mul:0/y99o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1321_scale /y100o/MatMul_quant_scales_mul:0/y100o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1322_scale /y101o/MatMul_quant_scales_mul:0/y101o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1323_scale /y102o/MatMul_quant_scales_mul:0/y102o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1324_scale /y103o/MatMul_quant_scales_mul:0/y103o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1325_scale /y104o/MatMul_quant_scales_mul:0/y104o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1326_scale /y105o/MatMul_quant_scales_mul:0/y105o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1327_scale /y106o/MatMul_quant_scales_mul:0/y106o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1328_scale /y107o/MatMul_quant_scales_mul:0/y107o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1329_scale /y108o/MatMul_quant_scales_mul:0/y108o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1330_scale /y109o/MatMul_quant_scales_mul:0/y109o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1331_scale /y110o/MatMul_quant_scales_mul:0/y110o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1332_scale /y111o/MatMul_quant_scales_mul:0/y111o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1333_scale /y112o/MatMul_quant_scales_mul:0/y112o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1334_scale /y113o/MatMul_quant_scales_mul:0/y113o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1335_scale /y114o/MatMul_quant_scales_mul:0/y114o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1336_scale /y115o/MatMul_quant_scales_mul:0/y115o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1337_scale /y116o/MatMul_quant_scales_mul:0/y116o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1338_scale /y117o/MatMul_quant_scales_mul:0/y117o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1339_scale /y118o/MatMul_quant_scales_mul:0/y118o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1340_scale /y119o/MatMul_quant_scales_mul:0/y119o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1341_scale /y120o/MatMul_quant_scales_mul:0/y120o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1342_scale /y121o/MatMul_quant_scales_mul:0/y121o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1343_scale /y122o/MatMul_quant_scales_mul:0/y122o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1344_scale /y123o/MatMul_quant_scales_mul:0/y123o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1345_scale /y124o/MatMul_quant_scales_mul:0/y124o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1346_scale /y125o/MatMul_quant_scales_mul:0/y125o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1347_scale /y126o/MatMul_quant_scales_mul:0/y126o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1348_scale /y127o/MatMul_quant_scales_mul:0/y127o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1349_scale /y128o/MatMul_quant_scales_mul:0/y128o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1350_scale /y129o/MatMul_quant_scales_mul:0/y129o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1351_scale /y130o/MatMul_quant_scales_mul:0/y130o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1352_scale /y131o/MatMul_quant_scales_mul:0/y131o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1353_scale /y132o/MatMul_quant_scales_mul:0/y132o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1354_scale /y133o/MatMul_quant_scales_mul:0/y133o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1355_scale /y134o/MatMul_quant_scales_mul:0/y134o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1356_scale /y135o/MatMul_quant_scales_mul:0/y135o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1357_scale /y136o/MatMul_quant_scales_mul:0/y136o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1358_scale /y137o/MatMul_quant_scales_mul:0/y137o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1359_scale /y138o/MatMul_quant_scales_mul:0/y138o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1360_scale /y139o/MatMul_quant_scales_mul:0/y139o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1361_scale /y140o/MatMul_quant_scales_mul:0/y140o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1362_scale /y141o/MatMul_quant_scales_mul:0/y141o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1363_scale /y142o/MatMul_quant_scales_mul:0/y142o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1364_scale /y143o/MatMul_quant_scales_mul:0/y143o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1365_scale /y144o/MatMul_quant_scales_mul:0/y144o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1366_scale /y145o/MatMul_quant_scales_mul:0/y145o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1367_scale /y146o/MatMul_quant_scales_mul:0/y146o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1368_scale /y147o/MatMul_quant_scales_mul:0/y147o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1369_scale /y148o/MatMul_quant_scales_mul:0/y148o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1370_scale /y149o/MatMul_quant_scales_mul:0/y149o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1371_scale /y150o/MatMul_quant_scales_mul:0/y150o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1372_scale /y151o/MatMul_quant_scales_mul:0/y151o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1373_scale /y152o/MatMul_quant_scales_mul:0/y152o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1374_scale /y153o/MatMul_quant_scales_mul:0/y153o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1375_scale /y154o/MatMul_quant_scales_mul:0/y154o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1376_scale /y155o/MatMul_quant_scales_mul:0/y155o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1377_scale /y156o/MatMul_quant_scales_mul:0/y156o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1378_scale /y157o/MatMul_quant_scales_mul:0/y157o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1379_scale /y158o/MatMul_quant_scales_mul:0/y158o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1380_scale /y159o/MatMul_quant_scales_mul:0/y159o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1381_scale /y160o/MatMul_quant_scales_mul:0/y160o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1382_scale /y161o/MatMul_quant_scales_mul:0/y161o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1383_scale /y162o/MatMul_quant_scales_mul:0/y162o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1384_scale /y163o/MatMul_quant_scales_mul:0/y163o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1385_scale /y164o/MatMul_quant_scales_mul:0/y164o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1386_scale /y165o/MatMul_quant_scales_mul:0/y165o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1387_scale /y166o/MatMul_quant_scales_mul:0/y166o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1388_scale /y167o/MatMul_quant_scales_mul:0/y167o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1389_scale /y168o/MatMul_quant_scales_mul:0/y168o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1390_scale /y169o/MatMul_quant_scales_mul:0/y169o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1391_scale /y170o/MatMul_quant_scales_mul:0/y170o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1392_scale /y171o/MatMul_quant_scales_mul:0/y171o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1393_scale /y172o/MatMul_quant_scales_mul:0/y172o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1394_scale /y173o/MatMul_quant_scales_mul:0/y173o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1395_scale /y174o/MatMul_quant_scales_mul:0/y174o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1396_scale /y175o/MatMul_quant_scales_mul:0/y175o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1397_scale /y176o/MatMul_quant_scales_mul:0/y176o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1398_scale /y177o/MatMul_quant_scales_mul:0/y177o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1399_scale /y178o/MatMul_quant_scales_mul:0/y178o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1400_scale /y179o/MatMul_quant_scales_mul:0/y179o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1401_scale /y180o/MatMul_quant_scales_mul:0/y180o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1402_scale /y181o/MatMul_quant_scales_mul:0/y181o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1403_scale /y182o/MatMul_quant_scales_mul:0/y182o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1404_scale /y183o/MatMul_quant_scales_mul:0/y183o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1405_scale /y184o/MatMul_quant_scales_mul:0/y184o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1406_scale /y185o/MatMul_quant_scales_mul:0/y185o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1407_scale /y186o/MatMul_quant_scales_mul:0/y186o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1408_scale /y187o/MatMul_quant_scales_mul:0/y187o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1409_scale /y188o/MatMul_quant_scales_mul:0/y188o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1410_scale /y189o/MatMul_quant_scales_mul:0/y189o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1411_scale /y190o/MatMul_quant_scales_mul:0/y190o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1412_scale /y191o/MatMul_quant_scales_mul:0/y191o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1413_scale /y192o/MatMul_quant_scales_mul:0/y192o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1414_scale /y193o/MatMul_quant_scales_mul:0/y193o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1415_scale /y194o/MatMul_quant_scales_mul:0/y194o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1416_scale /y195o/MatMul_quant_scales_mul:0/y195o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1417_scale /y196o/MatMul_quant_scales_mul:0/y196o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1418_scale /y197o/MatMul_quant_scales_mul:0/y197o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1419_scale /y198o/MatMul_quant_scales_mul:0/y198o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1420_scale /y199o/MatMul_quant_scales_mul:0/y199o/MatMul_quant_scales_mul"Mul +x +/Relu_1_output_0_scale +onnx::MatMul_1421_scale /y200o/MatMul_quant_scales_mul:0/y200o/MatMul_quant_scales_mul"Mul + +/Relu_1_output_0_quantized +onnx::MatMul_1221_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1221_zero_point%/y0o/MatMul_output_0_output_quantized/y0o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1222_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1222_zero_point%/y1o/MatMul_output_0_output_quantized/y1o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1223_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1223_zero_point%/y2o/MatMul_output_0_output_quantized/y2o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1224_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1224_zero_point%/y3o/MatMul_output_0_output_quantized/y3o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1225_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1225_zero_point%/y4o/MatMul_output_0_output_quantized/y4o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1226_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1226_zero_point%/y5o/MatMul_output_0_output_quantized/y5o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1227_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1227_zero_point%/y6o/MatMul_output_0_output_quantized/y6o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1228_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1228_zero_point%/y7o/MatMul_output_0_output_quantized/y7o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1229_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1229_zero_point%/y8o/MatMul_output_0_output_quantized/y8o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1230_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1230_zero_point%/y9o/MatMul_output_0_output_quantized/y9o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1231_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1231_zero_point&/y10o/MatMul_output_0_output_quantized/y10o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1232_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1232_zero_point&/y11o/MatMul_output_0_output_quantized/y11o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1233_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1233_zero_point&/y12o/MatMul_output_0_output_quantized/y12o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1234_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1234_zero_point&/y13o/MatMul_output_0_output_quantized/y13o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1235_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1235_zero_point&/y14o/MatMul_output_0_output_quantized/y14o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1236_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1236_zero_point&/y15o/MatMul_output_0_output_quantized/y15o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1237_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1237_zero_point&/y16o/MatMul_output_0_output_quantized/y16o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1238_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1238_zero_point&/y17o/MatMul_output_0_output_quantized/y17o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1239_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1239_zero_point&/y18o/MatMul_output_0_output_quantized/y18o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1240_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1240_zero_point&/y19o/MatMul_output_0_output_quantized/y19o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1241_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1241_zero_point&/y20o/MatMul_output_0_output_quantized/y20o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1242_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1242_zero_point&/y21o/MatMul_output_0_output_quantized/y21o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1243_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1243_zero_point&/y22o/MatMul_output_0_output_quantized/y22o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1244_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1244_zero_point&/y23o/MatMul_output_0_output_quantized/y23o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1245_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1245_zero_point&/y24o/MatMul_output_0_output_quantized/y24o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1246_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1246_zero_point&/y25o/MatMul_output_0_output_quantized/y25o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1247_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1247_zero_point&/y26o/MatMul_output_0_output_quantized/y26o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1248_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1248_zero_point&/y27o/MatMul_output_0_output_quantized/y27o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1249_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1249_zero_point&/y28o/MatMul_output_0_output_quantized/y28o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1250_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1250_zero_point&/y29o/MatMul_output_0_output_quantized/y29o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1251_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1251_zero_point&/y30o/MatMul_output_0_output_quantized/y30o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1252_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1252_zero_point&/y31o/MatMul_output_0_output_quantized/y31o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1253_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1253_zero_point&/y32o/MatMul_output_0_output_quantized/y32o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1254_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1254_zero_point&/y33o/MatMul_output_0_output_quantized/y33o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1255_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1255_zero_point&/y34o/MatMul_output_0_output_quantized/y34o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1256_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1256_zero_point&/y35o/MatMul_output_0_output_quantized/y35o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1257_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1257_zero_point&/y36o/MatMul_output_0_output_quantized/y36o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1258_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1258_zero_point&/y37o/MatMul_output_0_output_quantized/y37o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1259_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1259_zero_point&/y38o/MatMul_output_0_output_quantized/y38o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1260_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1260_zero_point&/y39o/MatMul_output_0_output_quantized/y39o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1261_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1261_zero_point&/y40o/MatMul_output_0_output_quantized/y40o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1262_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1262_zero_point&/y41o/MatMul_output_0_output_quantized/y41o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1263_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1263_zero_point&/y42o/MatMul_output_0_output_quantized/y42o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1264_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1264_zero_point&/y43o/MatMul_output_0_output_quantized/y43o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1265_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1265_zero_point&/y44o/MatMul_output_0_output_quantized/y44o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1266_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1266_zero_point&/y45o/MatMul_output_0_output_quantized/y45o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1267_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1267_zero_point&/y46o/MatMul_output_0_output_quantized/y46o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1268_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1268_zero_point&/y47o/MatMul_output_0_output_quantized/y47o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1269_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1269_zero_point&/y48o/MatMul_output_0_output_quantized/y48o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1270_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1270_zero_point&/y49o/MatMul_output_0_output_quantized/y49o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1271_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1271_zero_point&/y50o/MatMul_output_0_output_quantized/y50o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1272_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1272_zero_point&/y51o/MatMul_output_0_output_quantized/y51o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1273_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1273_zero_point&/y52o/MatMul_output_0_output_quantized/y52o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1274_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1274_zero_point&/y53o/MatMul_output_0_output_quantized/y53o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1275_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1275_zero_point&/y54o/MatMul_output_0_output_quantized/y54o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1276_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1276_zero_point&/y55o/MatMul_output_0_output_quantized/y55o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1277_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1277_zero_point&/y56o/MatMul_output_0_output_quantized/y56o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1278_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1278_zero_point&/y57o/MatMul_output_0_output_quantized/y57o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1279_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1279_zero_point&/y58o/MatMul_output_0_output_quantized/y58o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1280_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1280_zero_point&/y59o/MatMul_output_0_output_quantized/y59o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1281_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1281_zero_point&/y60o/MatMul_output_0_output_quantized/y60o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1282_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1282_zero_point&/y61o/MatMul_output_0_output_quantized/y61o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1283_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1283_zero_point&/y62o/MatMul_output_0_output_quantized/y62o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1284_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1284_zero_point&/y63o/MatMul_output_0_output_quantized/y63o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1285_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1285_zero_point&/y64o/MatMul_output_0_output_quantized/y64o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1286_quantized +/Relu_1_output_0_zero_point +onnx::MatMul_1286_zero_point&/y65o/MatMul_output_0_output_quantized/y65o/MatMul_quant" MatMulInteger + +/Relu_1_output_0_quantized +onnx::MatMul_1287_quantized +/Relu_1_output_0_zero_point 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