diff --git a/CMakeLists.txt b/CMakeLists.txt index ac5dd2feb9..8c03d08f95 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -216,11 +216,11 @@ install(PROGRAMS src/omniperf TYPE BIN) install(FILES src/parser.py TYPE BIN) install(FILES src/common.py TYPE BIN) install(FILES VERSION VERSION.sha DESTINATION ${CMAKE_INSTALL_PREFIX}) -# src/omniperf_cli +# src/omniperf_analyze install( - DIRECTORY src/omniperf_cli + DIRECTORY src/omniperf_analyze TYPE BIN - PATTERN src/omniperf_cli/tests EXCLUDE + PATTERN src/omniperf_analyze/tests EXCLUDE PATTERN "__pycache__" EXCLUDE) # src/utils install( @@ -228,9 +228,11 @@ install( TYPE BIN PATTERN "rooflines*" EXCLUDE) # src/utils/rooflines -install(PROGRAMS src/utils/rooflines/roofline-rhel8-mi200-rocm5 - src/utils/rooflines/roofline-sle15sp3-mi200-rocm5 - DESTINATION ${CMAKE_INSTALL_BINDIR}/utils/rooflines) +install( + PROGRAMS src/utils/rooflines/roofline-rhel8-mi200-rocm5 + src/utils/rooflines/roofline-sle15sp3-mi200-rocm5 + src/utils/rooflines/roofline-ubuntu20_04-mi200-rocm5 + DESTINATION ${CMAKE_INSTALL_BINDIR}/utils/rooflines) # src/perfmon_pub install( DIRECTORY src/perfmon_pub diff --git a/dashboards/Omniperf_v1.0.5_pub.json b/dashboards/Omniperf_v1.0.5_pub.json new file mode 100644 index 0000000000..4cbfd4a8ec --- /dev/null +++ b/dashboards/Omniperf_v1.0.5_pub.json @@ -0,0 +1,13331 @@ +{ + "annotations": { + "list": [ + { + "builtIn": 1, + "datasource": { + "type": "datasource", + "uid": "grafana" + }, + "enable": true, + "hide": true, + "iconColor": "rgba(0, 211, 255, 1)", + "name": "Annotations & Alerts", + "target": { + "limit": 100, + "matchAny": false, + "tags": [], + "type": "dashboard" + }, + "type": "dashboard" + } + ] + }, + "editable": true, + "fiscalYearStartMonth": 0, + "graphTooltip": 0, + "id": 41, + "iteration": 1670355676329, + "links": [], + "liveNow": false, + "panels": [ + { + "collapsed": true, + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "oVK0I__nk" + }, + 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\"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] } },\n \"mfma_flops_i8_val\": { \"$avg\": { \"$divide\": [{ \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_I8\", 512] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] } },\n \n \n \"salu_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [100, \"&SQ_ACTIVE_INST_SCA\"] }, { \"$multiply\": [\"&GRBM_GUI_ACTIVE\", $numCU] }] }\n },\n \n \"valu_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [100, \"&SQ_ACTIVE_INST_VALU\"] }, { \"$multiply\": [\"&GRBM_GUI_ACTIVE\", $numCU] }] }\n },\n \n \"mfma_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [100, \"&SQ_VALU_MFMA_BUSY_CYCLES\"] }, { \"$multiply\": [\"&GRBM_GUI_ACTIVE\", $numCU, 4] }] }\n },\n\n \n \"lds_bconf\": {\n \"$avg\": {\"$cond\": [ {\"$ne\": [{\"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, 0]},\n {\"$divide\": [\n \"&SQ_LDS_BANK_CONFLICT\",\n {\"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}\n ]},\n null\n ]\n } \n },\n \n \n \"lds_bw\": {\n \"$avg\": {\"$divide\":[ \n { \"$multiply\": [ { \"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, \n 4, \n {\"$toInt\": \"$L2Banks\"}\n ]}, \n {\"$subtract\": [\"&EndNs\", \"&BeginNs\"]}\n ]}\n },\n \n \"lds_bw_pop\": {\n \"$avg\": {\"$divide\": [\n {\"$divide\":[ \n { \"$multiply\": [ { \"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, \n 4, \n {\"$toInt\": \"$L2Banks\"}\n ]}, \n {\"$subtract\": [\"&EndNs\", \"&BeginNs\"]}\n ]}, \n {\"$multiply\": [$sclk, $numCU, 0.00128]}\n ]}\n },\n \n \"unpredthreads_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\":[\"&SQ_ACTIVE_INST_VALU\" , 0]},\n { \"$divide\": [\"&SQ_THREAD_CYCLES_VALU\", \"&SQ_ACTIVE_INST_VALU\"] },\n null\n ]\n }\n },\n \n \"ipcIssue_val\": {\n \"$avg\": { \"$divide\": [{ \"$add\": [\"&SQ_INSTS_VALU\", \"&SQ_INSTS_VMEM\", \"&SQ_INSTS_SALU\", \"&SQ_INSTS_SMEM\", \"&SQ_INSTS_GDS\", \"&SQ_INSTS_BRANCH\", \"&SQ_INSTS_SENDMSG\", \"&SQ_INSTS_VSKIPPED\"] }, \"&SQ_ACTIVE_INST_ANY\"] }\n },\n \"eaWriteLat_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_WRREQ_sum\" , 0]},\n { \"$divide\": [\"&TCC_EA_WRREQ_LEVEL_sum\", \"&TCC_EA_WRREQ_sum\"] },\n null \n ]\n }\n },\n \"eaReadLat_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_RDREQ_sum\" , 0]},\n { \"$divide\": [\"&TCC_EA_RDREQ_LEVEL_sum\", \"&TCC_EA_RDREQ_sum\"] },\n null \n ]\n }\n },\n \"eaWriteBW_val\": {\n \"$avg\": { \"$divide\": [{ \"$add\": [{ \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64] }, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] }] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] }\n }, \n \"eaReadBW_val\": {\n \"$avg\": { \"$divide\": [{ \"$add\": [{ \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32] }, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] }] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] }\n },\n \"l2_cacheHits_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [{ \"$add\": [\"&TCC_HIT_sum\", \"&TCC_MISS_sum\"] }, 0]},\n { \"$divide\": [{ \"$multiply\": [100, \"&TCC_HIT_sum\"] }, { \"$add\": [\"&TCC_HIT_sum\", \"&TCC_MISS_sum\"] }] },\n null \n ]\n }\n },\n \"vecl1_cacheHits_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCP_TOTAL_CACHE_ACCESSES_sum\", 0]},\n { \"$subtract\": [100, { \"$divide\": [{ \"$multiply\": [100, { \"$add\": [\"&TCP_TCC_READ_REQ_sum\", \"&TCP_TCC_WRITE_REQ_sum\", \"&TCP_TCC_ATOMIC_WITH_RET_REQ_sum\", \"&TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum\"] }] }, \"&TCP_TOTAL_CACHE_ACCESSES_sum\"] }] },\n null\n ]\n }\n },\n \"vecl1_BW_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [\"&TCP_TOTAL_CACHE_ACCESSES_sum\", 64 ] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] } ] }\n },\n \"l1k_cacheHits_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [{ \"$add\": [\"&SQC_DCACHE_HITS\", \"&SQC_DCACHE_MISSES\"]} , 0]},\n { \"$divide\": [{ \"$multiply\": [100, \"&SQC_DCACHE_HITS\"] }, { \"$add\": [\"&SQC_DCACHE_HITS\", \"&SQC_DCACHE_MISSES\"]}] },\n null\n ]\n }\n },\n \"l1i_hitRate_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [100, \"&SQC_ICACHE_HITS\"] }, { \"$add\": [\"&SQC_ICACHE_HITS\", \"&SQC_ICACHE_MISSES\"]}] }\n },\n \"l1i_BW_val\": {\n \"$avg\": { \"$multiply\": [{ \"$divide\": [\"&SQC_ICACHE_REQ\",{ \"$subtract\": [\"&EndNs\", \"&BeginNs\"] } ] }, 64] }\n },\n \"l1k_BW_val\": {\n \"$avg\": { \"$multiply\": [{ \"$divide\": [\"&SQC_DCACHE_REQ\", { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] } ] }, 64] }\n }\n \n }},\n {\"$set\": {\n \"array\": [\n {\n \"Metric\": \"VALU FLOPs\",\n \"Value\": \"&valu_flops_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 64, 2 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&valu_flops_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 64, 2 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"VALU IOPs\",\n \"Value\": \"&valu_intOps_val\",\n \"Unit\": \"GIOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 64, 2 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&valu_intOps_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 64, 2 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA FLOPs (BF16)\",\n \"Value\": \"&mfma_flops_bf16_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 512 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&mfma_flops_bf16_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 512 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA FLOPs (F16)\",\n \"Value\": \"&mfma_flops_f16_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 1024 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&mfma_flops_f16_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 1024 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA FLOPs (F32)\",\n \"Value\": \"&mfma_flops_f32_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 256 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&mfma_flops_f32_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 256 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA FLOPs (F64)\",\n \"Value\": \"&mfma_flops_f64_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 256 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&mfma_flops_f64_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 256 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA IOPs (Int8)\",\n \"Value\": \"&mfma_flops_i8_val\",\n \"Unit\": \"GIOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 1024 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&mfma_flops_i8_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk, $numCU, 1024 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"Active CUs\",\n \"Value\": $numActiveCUs,\n \"Unit\": \"CUs\",\n \"peak\": $numCU,\n \"Percent of Peak - PoP\": { \"$divide\": [{ \"$multiply\": [100, $numActiveCUs] }, $numCU]}\n },\n \n {\n \"Metric\": \"SALU Util\",\n \"Value\": \"&salu_val\",\n \"Unit\": \"pct\",\n \"peak\": 100,\n \"Percent of Peak - PoP\": \"&salu_val\"\n },\n {\n \"Metric\": \"VALU Util\",\n \"Value\": \"&valu_val\",\n \"Unit\": \"pct\",\n \"peak\": 100,\n \"Percent of Peak - PoP\": \"&valu_val\"\n },\n {\n \"Metric\": \"MFMA Util\",\n \"Value\": \"&mfma_val\",\n \"Unit\": \"pct\",\n \"peak\": 100,\n \"Percent of Peak - PoP\": \"&mfma_val\"\n },\n {\n \"Metric\": \"VALU Active Threads/Wave\",\n \"Value\": \"&unpredthreads_val\",\n \"Unit\": \"Threads\",\n \"peak\": 64,\n \"Percent of Peak - PoP\": { \"$multiply\": [\"&unpredthreads_val\", 1.5625]}\n },\n {\n \"Metric\": \"IPC - Issue\",\n \"Value\": \"&ipcIssue_val\",\n \"Unit\": \"Instr/cycle\",\n \"peak\": 5,\n \"Percent of Peak - PoP\": {\"$divide\": [{ \"$multiply\": [100, \"&ipcIssue_val\"] }, 5] }\n },\n {\n \"Metric\": \"LDS BW\",\n \"Value\": \"&lds_bw\",\n \"Unit\": \"GB/sec\",\n \"peak\": {\"$multiply\": [$sclk, $numCU, 0.128]},\n \"Percent of Peak - PoP\": \"&lds_bw_pop\"\n },\n {\n \"Metric\": \"LDS Bank Conflict\",\n \"Value\": \"&lds_bconf\",\n \"Unit\": \"Conflicts/access\",\n \"peak\": \"32\",\n \"Percent of Peak - PoP\": {\"$divide\": [{ \"$multiply\": [100, \"&lds_bconf\"] }, 32] }\n },\n {\n \"Metric\": \"Instr Cache Hit Rate\",\n \"Value\": \"&l1i_hitRate_val\",\n \"Unit\": \"pct\",\n \"peak\": \"100\",\n \"Percent of Peak - PoP\": \"&l1i_hitRate_val\"\n }, \n {\n \"Metric\": \"Instr Cache BW\",\n \"Value\": \"&l1i_BW_val\",\n \"Unit\": \"GB/s\",\n \"peak\": { \"$multiply\": [ { \"$multiply\": [{ \"$divide\": [$sclk, 1000] }, 64] }, $numSQC]},\n \"Percent of Peak - PoP\": { \"$divide\": [{ \"$multiply\": [100, \"&l1i_BW_val\"] }, { \"$multiply\": [ { \"$multiply\": [{ \"$divide\": [$sclk, 1000] }, 64] }, $numSQC]}] }\n },\n {\n \"Metric\": \"Scalar L1D Cache Hit Rate\",\n \"Value\": \"&l1k_cacheHits_val\",\n \"Unit\": \"pct\",\n \"peak\": \"100\",\n \"Percent of Peak - PoP\": \"&l1k_cacheHits_val\"\n },\n {\n \"Metric\": \"Scalar L1D Cache BW\",\n \"Value\": \"&l1k_BW_val\",\n \"Unit\": \"GB/s\",\n \"peak\": { \"$multiply\": [ { \"$multiply\": [{ \"$divide\": [$sclk, 1000] }, 64] }, $numSQC]},\n \"Percent of Peak - PoP\": { \"$divide\": [{ \"$multiply\": [100, \"&l1k_BW_val\"] }, { \"$multiply\": [ { \"$multiply\": [{ \"$divide\": [$sclk, 1000] }, 64] }, $numSQC]}] }\n },\n\n {\n \"Metric\": \"Vector L1D Cache Hit Rate\",\n \"Value\": \"&vecl1_cacheHits_val\",\n \"Unit\": \"pct\",\n \"peak\": \"100\",\n \"Percent of Peak - PoP\": \"&vecl1_cacheHits_val\"\n },\n {\n \"Metric\": \"Vector L1D Cache BW\",\n \"Value\": \"&vecl1_BW_val\",\n \"Unit\": \"GB/s\",\n \"peak\": { \"$multiply\": [ { \"$multiply\": [{ \"$divide\": [$sclk, 1000] }, 64] }, $numCU]},\n \"Percent of Peak - PoP\": { \"$divide\": [{ \"$multiply\": [100, \"&vecl1_BW_val\"] }, { \"$multiply\": [ { \"$multiply\": [{ \"$divide\": [$sclk, 1000] }, 64] }, $numCU]}] }\n },\n {\n \"Metric\": \"L2 Cache Hit Rate\",\n \"Value\": \"&l2_cacheHits_val\",\n \"Unit\": \"pct\",\n \"peak\": \"100\",\n \"Percent of Peak - PoP\": \"&l2_cacheHits_val\"\n },\n {\n \"Metric\": \"L2-Fabric Read BW\",\n \"Value\": \"&eaReadBW_val\",\n \"Unit\": \"GB/s\",\n \"peak\": \"$hbmBW\",\n \"Percent of Peak - PoP\": { \"$divide\": [{ \"$multiply\": [100, \"&eaReadBW_val\"] }, $hbmBW] }\n },\n {\n \"Metric\": \"L2-Fabric Write BW\",\n \"Value\": \"&eaWriteBW_val\",\n \"Unit\": \"GB/s\",\n \"peak\": \"$hbmBW\",\n \"Percent of Peak - PoP\": { \"$divide\": [{ \"$multiply\": [100, \"&eaWriteBW_val\"] }, $hbmBW] }\n },\n {\n \"Metric\": \"L2-Fabric Read Latency\",\n \"Value\": \"&eaReadLat_val\",\n \"Unit\": \"Cycles\",\n \"peak\": \"\",\n \"Percent of Peak - PoP\": \"\"\n },\n {\n \"Metric\": \"L2-Fabric Write Latency\",\n \"Value\": \"&eaWriteLat_val\",\n \"Unit\": \"Cycles\",\n \"peak\": \"\",\n \"Percent of Peak - PoP\": \"\"\n }\n\n ]\n }},\n {\"$unwind\": {\n \"path\": \"&array\"\n }},\n {\"$replaceRoot\": {\n \"newRoot\": \"&array\"\n }},\n {\"$unionWith\": {\n \"coll\": \"SQ_LEVEL_WAVES\",\n \"pipeline\": [\n {\"$match\": {\n \"Index\": { \"$in\": [${DispatchIDFilter:raw}] },\n \"gpu-id\": { \"$in\": [${gpuFilter:raw}] },\n \"KernelName\": { \"$in\": ${KernelNameFilter:json}}\n }},\n \n {\"$group\": {\n \"_id\": null,\n \"waveOcc_val\": {\n \"$avg\": { \"$divide\": [\"&SQ_ACCUM_PREV_HIRES\", \"&GRBM_GUI_ACTIVE\"] }\n },\n \"waveOcc_pop\": {\n \"$avg\": { \"$divide\": [{ \"$divide\": [\"&SQ_ACCUM_PREV_HIRES\", \"&GRBM_GUI_ACTIVE\"] },{ \"$multiply\": [$maxWavesPerCU, $numCU] }] }\n }\n\n }},\n {\"$set\": {\n \"array\": [\n {\n \"Metric\": \"Wave Occupancy\",\n \"Value\": \"&waveOcc_val\",\n \"Unit\": \"Wavefronts\",\n \"peak\": { \"$multiply\": [$maxWavesPerCU, $numCU] },\n \"Percent of Peak - PoP\": { \"$multiply\": [100, \"&waveOcc_pop\"] }\n }\n ]\n }},\n {\"$unwind\": {\n \"path\": \"&array\"\n }},\n {\"$replaceRoot\": {\n \"newRoot\": \"&array\"\n }}\n\n ]\n }},\n {\"$unionWith\": {\n \"coll\": \"SQ_IFETCH_LEVEL\",\n \"pipeline\": [\n {\"$match\": {\n \"Index\": { \"$in\": [${DispatchIDFilter:raw}] },\n \"gpu-id\": { \"$in\": [${gpuFilter:raw}] },\n \"KernelName\": { \"$in\": ${KernelNameFilter:json}}\n }},\n \n {\"$group\": {\n \"_id\": null,\n \"instrFetchBW_val\": {\n \"$avg\": { \"$multiply\": [{ \"$divide\": [\"&SQ_IFETCH\", { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] }, 32] }\n },\n \"instrFetchLat_val\": {\n \"$avg\": { \"$divide\": [\"&SQ_ACCUM_PREV_HIRES\", \"&SQ_IFETCH\"] }\n }\n }},\n\n {\"$set\": {\n \"array\": [\n {\n \"Metric\": \"Instr Fetch BW\",\n \"Value\": \"&instrFetchBW_val\",\n \"Unit\": \"GB/s\",\n \"peak\": { \"$multiply\": [ { \"$multiply\": [{ \"$divide\": [$sclk, 1000] }, 32] }, $numSQC]},\n \"Percent of Peak - PoP\": { \"$divide\": [{ \"$multiply\": [100, \"&instrFetchBW_val\"]}, { \"$multiply\": [$numSQC, { \"$multiply\": [{ \"$divide\": [$sclk, 1000] }, 32] }] }] }\n },\n {\n \"Metric\": \"Instr Fetch Latency\",\n \"Value\": \"&instrFetchLat_val\",\n \"Unit\": \"Cycles\",\n \"peak\": \"\",\n \"Percent of Peak - PoP\": \"\"\n\n }\n\n ]\n }},\n {\"$unwind\": {\n \"path\": \"&array\"\n }},\n {\"$replaceRoot\": {\n \"newRoot\": \"&array\"\n }}\n\n ]\n }}\n\n ]);", + "type": "table" + }, + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "Zzw1yR27k" + }, + "hide": false, + "rawQuery": true, + "refId": "B", + "target": "${Workload2}.pmc_perf.aggregate([\n {\"$match\": {\n \"Index\": { \"$in\": [${DispatchIDFilter2:raw}] },\n \"gpu-id\": { \"$in\": [${gpuFilter2:raw}] },\n \"KernelName\": { \"$in\": ${KernelNameFilter2:json}},\n \"$expr\":{\"$regexMatch\": {\"input\":\"${select}\",\"regex\":\"System Speed-of-Light\"}}\n }},\n {\"$group\": {\n \"_id\": null,\n \"valu_flops_val\": {\n \"$avg\": { \"$divide\": [ { \"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", \"&SQ_INSTS_VALU_TRANS_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", \"&SQ_INSTS_VALU_TRANS_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", \"&SQ_INSTS_VALU_TRANS_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }] }] }\n ]}\n ,{ \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }]\n }},\n \n \"valu_intOps_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_INT32\", \"&SQ_INSTS_VALU_INT64\"] }] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] }\n },\n \n \"mfma_flops_f16_val\": { \"$avg\": { \"$divide\": [{ \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] } },\n \"mfma_flops_bf16_val\": { \"$avg\": { \"$divide\": [{ \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] } },\n \"mfma_flops_f32_val\": { \"$avg\": { \"$divide\": [{ \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] } },\n \"mfma_flops_f64_val\": { \"$avg\": { \"$divide\": [{ \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] } },\n \"mfma_flops_i8_val\": { \"$avg\": { \"$divide\": [{ \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_I8\", 512] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] } },\n \n \n \"salu_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [100, \"&SQ_ACTIVE_INST_SCA\"] }, { \"$multiply\": [\"&GRBM_GUI_ACTIVE\", $numCU2] }] }\n },\n \n \"valu_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [100, \"&SQ_ACTIVE_INST_VALU\"] }, { \"$multiply\": [\"&GRBM_GUI_ACTIVE\", $numCU2] }] }\n },\n \n \"mfma_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [100, \"&SQ_VALU_MFMA_BUSY_CYCLES\"] }, { \"$multiply\": [\"&GRBM_GUI_ACTIVE\", $numCU2, 4] }] }\n },\n \n \"lds_bconf\": {\n \"$avg\": {\"$cond\": [ {\"$ne\": [{\"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, 0]},\n {\"$divide\": [\n \"&SQ_LDS_BANK_CONFLICT\",\n {\"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}\n ]},\n null\n ]\n } \n },\n \n \"lds_bw\": {\n \"$avg\": {\"$divide\":[ \n { \"$multiply\": [ { \"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, \n 4, \n {\"$toInt\": \"$L2Banks2\"}\n ]}, \n {\"$subtract\": [\"&EndNs\", \"&BeginNs\"]}\n ]}\n },\n \n \"lds_bw_pop\": {\n \"$avg\": {\"$divide\": [\n {\"$divide\":[ \n { \"$multiply\": [ { \"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, \n 4, \n {\"$toInt\": \"$L2Banks2\"}\n ]}, \n {\"$subtract\": [\"&EndNs\", \"&BeginNs\"]}\n ]}, \n {\"$multiply\": [$sclk2, $numCU2, 0.00128]}\n ]}\n },\n \n \"unpredthreads_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\":[\"&SQ_ACTIVE_INST_VALU\" , 0]},\n { \"$divide\": [\"&SQ_THREAD_CYCLES_VALU\", \"&SQ_ACTIVE_INST_VALU\"] },\n null\n ]\n }\n },\n \n \"ipcIssue_val\": {\n \"$avg\": { \"$divide\": [{ \"$add\": [\"&SQ_INSTS_VALU\", \"&SQ_INSTS_VMEM\", \"&SQ_INSTS_SALU\", \"&SQ_INSTS_SMEM\", \"&SQ_INSTS_GDS\", \"&SQ_INSTS_BRANCH\", \"&SQ_INSTS_SENDMSG\", \"&SQ_INSTS_VSKIPPED\"] }, \"&SQ_ACTIVE_INST_ANY\"] }\n },\n \"eaWriteLat_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_WRREQ_sum\" , 0]},\n { \"$divide\": [\"&TCC_EA_WRREQ_LEVEL_sum\", \"&TCC_EA_WRREQ_sum\"] },\n null \n ]\n }\n },\n \"eaReadLat_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_RDREQ_sum\" , 0]},\n { \"$divide\": [\"&TCC_EA_RDREQ_LEVEL_sum\", \"&TCC_EA_RDREQ_sum\"] },\n null \n ]\n }\n },\n \"eaWriteBW_val\": {\n \"$avg\": { \"$divide\": [{ \"$add\": [{ \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64] }, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] }] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] }\n }, \n \"eaReadBW_val\": {\n \"$avg\": { \"$divide\": [{ \"$add\": [{ \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32] }, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] }] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] }] }\n },\n \"l2_cacheHits_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [{ \"$add\": [\"&TCC_HIT_sum\", \"&TCC_MISS_sum\"] }, 0]},\n { \"$divide\": [{ \"$multiply\": [100, \"&TCC_HIT_sum\"] }, { \"$add\": [\"&TCC_HIT_sum\", \"&TCC_MISS_sum\"] }] },\n null \n ]\n }\n },\n \"vecl1_cacheHits_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCP_TOTAL_CACHE_ACCESSES_sum\", 0]},\n { \"$subtract\": [100, { \"$divide\": [{ \"$multiply\": [100, { \"$add\": [\"&TCP_TCC_READ_REQ_sum\", \"&TCP_TCC_WRITE_REQ_sum\", \"&TCP_TCC_ATOMIC_WITH_RET_REQ_sum\", \"&TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum\"] }] }, \"&TCP_TOTAL_CACHE_ACCESSES_sum\"] }] },\n null\n ]\n }\n },\n \"vecl1_BW_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [\"&TCP_TOTAL_CACHE_ACCESSES_sum\", 64 ] }, { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] } ] }\n },\n \"l1k_cacheHits_val\": {\n \"$avg\": {\n \"$cond\": [\n {\"$ne\": [{ \"$add\": [\"&SQC_DCACHE_HITS\", \"&SQC_DCACHE_MISSES\"]} , 0]},\n { \"$divide\": [{ \"$multiply\": [100, \"&SQC_DCACHE_HITS\"] }, { \"$add\": [\"&SQC_DCACHE_HITS\", \"&SQC_DCACHE_MISSES\"]}] },\n null\n ]\n }\n },\n \"l1i_hitRate_val\": {\n \"$avg\": { \"$divide\": [{ \"$multiply\": [100, \"&SQC_ICACHE_HITS\"] }, { \"$add\": [\"&SQC_ICACHE_HITS\", \"&SQC_ICACHE_MISSES\"]}] }\n },\n \"l1i_BW_val\": {\n \"$avg\": { \"$multiply\": [{ \"$divide\": [\"&SQC_ICACHE_REQ\",{ \"$subtract\": [\"&EndNs\", \"&BeginNs\"] } ] }, 64] }\n },\n \"l1k_BW_val\": {\n \"$avg\": { \"$multiply\": [{ \"$divide\": [\"&SQC_DCACHE_REQ\", { \"$subtract\": [\"&EndNs\", \"&BeginNs\"] } ] }, 64] }\n }\n \n }},\n {\"$set\": {\n \"array\": [\n {\n \"Metric\": \"VALU FLOPs\",\n \"Value\": \"&valu_flops_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 64, 2 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&valu_flops_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 64, 2 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"VALU IOPs\",\n \"Value\": \"&valu_intOps_val\",\n \"Unit\": \"GIOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 64, 2 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&valu_intOps_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 64, 2 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA FLOPs (BF16)\",\n \"Value\": \"&mfma_flops_bf16_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 512 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&mfma_flops_bf16_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 512 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA FLOPs (F16)\",\n \"Value\": \"&mfma_flops_f16_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 1024 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&mfma_flops_f16_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 1024 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA FLOPs (F32)\",\n \"Value\": \"&mfma_flops_f32_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 256 ]}, 1000] },\n \"Percent of Peak - PoP\": {\n \"$divide\": [{ \"$multiply\": [100, \"&mfma_flops_f32_val\"] }, { \"$divide\": [{ \"$multiply\": [$sclk2, $numCU2, 256 ]}, 1000] }]\n }\n },\n {\n \"Metric\": \"MFMA FLOPs (F64)\",\n \"Value\": \"&mfma_flops_f64_val\",\n \"Unit\": \"GFLOP\",\n \"peak\": 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[\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] }\n ]}\n },\n\n \"valu_flops\": {\n \"$avg\": { \"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }, \"&SQ_INSTS_VALU_TRANS_F16\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }, \"&SQ_INSTS_VALU_TRANS_F32\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }, \"&SQ_INSTS_VALU_TRANS_F64\"] }] }\n ]}\n },\n \n \"mfma_flops_f16\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] } },\n \"mfma_flops_bf16\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] } },\n \"mfma_flops_f32\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] } },\n \"mfma_flops_f64\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] } },\n\n\n \"LDS_data\": {\n \"$avg\": { \"$multiply\": [ { \"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, 128 ]} \n },\n\n \"L1cache_data\": {\n \"$avg\": { \"$multiply\": [\"&TCP_TOTAL_CACHE_ACCESSES_sum\", 64] } \n },\n\n \"L2cache_data\": {\n \"$avg\": {\n \"$multiply\": [{\"$add\": [\"&TCP_TCC_READ_REQ_sum\", \"&TCP_TCC_WRITE_REQ_sum\", \"&TCP_TCC_ATOMIC_WITH_RET_REQ_sum\", \n \"&TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum\"] }, 64]}\n },\n\n \"hbm_data\": {\n \"$avg\": {\n \"$add\": [ { \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] },\n { \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] }\n ]\n }\n },\n \"hbm_bw\": {\n \"$avg\": {\n \"$divide\": [\n {\n \"$add\": [ { \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] },\n { \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] }\n ]\n },\n {\"$subtract\":[\"&EndNs\", \"&BeginNs\"]}\n ]\n\n }\n }\n\n }},\n \n {\"$sort\": { \"TotalDuration\": -1 }},\n \n { \"$limit\": $TopN },\n\n {\"$addFields\": {\n \"ai_L1\": { \"$cond\": [\n {\"$ne\": [\"&L1cache_data\", 0]},\n {\"$divide\": [\"&total_flops\", \"&L1cache_data\"]},\n \"\"\n ]},\n \"ai_L2\": { \"$cond\": [\n {\"$ne\": [\"&L2cache_data\", 0]},\n {\"$divide\": [\"&total_flops\", \"&L2cache_data\"]},\n \"\"\n ]},\n \"ai_hbm\": { \"$cond\": [\n {\"$ne\": [\"&hbm_data\", 0]},\n {\"$divide\": [\"&total_flops\", \"&hbm_data\"]},\n \"\"\n ]}\n }}\n]);", + "type": "table" + } + ], + "title": "Top Kernels", + "transformations": [ + { + "id": "organize", + "options": { + "excludeByName": {}, + "indexByName": { + "AvgDuration": 5, + "Calls": 1, + "L1cache_data": 16, + "L2cache_data": 17, + "LDS_data": 15, + "Throughput": 2, + "TotalDuration": 4, + "_id": 0, + "ai_L1": 6, + "ai_L2": 7, + "ai_hbm": 8, + "hbm_bw": 3, + "hbm_data": 18, + "mfma_flops_bf16": 12, + "mfma_flops_f16": 11, + "mfma_flops_f32": 13, + "mfma_flops_f64": 14, + "total_flops": 9, + "valu_flops": 10 + }, + "renameByName": { + "AvgDuration": "Avg Duration", + "Calls": "", + "L1cache_data": "Vector L1D Cache", + "L2cache_data": "L2 Cache", + "LDS_data": "LDS", + "Throughput": "Performance", + "TotalDuration": "Total Duration", + "_id": "Name", + "ai_L1": "AI (Vector L1D Cache)", + "ai_L2": "AI (L2 Cache)", + "ai_hbm": "AI (HBM)", + "hbm_bw": "HBM BW ", + "hbm_data": "HBM", + "mfma_flops_bf16": "MFMA FLOPs (BF16)", + "mfma_flops_f16": "MFMA FLOPs (F16)", + "mfma_flops_f32": "MFMA FLOPs (F32)", + "mfma_flops_f64": "MFMA FLOPs (F64)", + "peak_flops": "Peak FLOPs", + "total_flops": "Total FLOPs", + "valu_flops": "VALU FLOPs" + } + } + } + ], + "type": "table" + }, + { + "fieldConfig": { + "defaults": { + "color": { + "mode": "thresholds" + }, + "custom": { + "align": "auto", + "displayMode": "auto" + }, + "mappings": [], + "thresholds": { + "mode": "percentage", + "steps": [ + { + "color": "transparent" + }, + { + "color": "red", + "value": 80 + } + ] + }, + "unit": "locale" + }, + "overrides": [ + { + "matcher": { + "id": "byName", + "options": "TotalDuration" + }, + "properties": [ + { + "id": "unit", + "value": "ns" + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "Avg Duration" + }, + "properties": [ + { + "id": "unit", + "value": "ns" + }, + { + "id": "custom.width", + "value": 138 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "LDS " + }, + "properties": [ + { + "id": "unit", + "value": "decbytes" + }, + { + "id": "custom.width", + "value": 110 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "L1 Cache" + }, + "properties": [ + { + "id": "unit", + "value": "decbytes" + }, + { + "id": "custom.width", + "value": 95 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "L2 Cache" + }, + "properties": [ + { + "id": "unit", + "value": "decbytes" + }, + { + "id": "custom.width", + "value": 87 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "HBM BW " + }, + "properties": [ + { + "id": "unit", + "value": "GBs" + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "Calls" + }, + "properties": [ + { + "id": "custom.width", + "value": 69 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "Name" + }, + "properties": [ + { + "id": "custom.width", + "value": 165 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "Total Duration" + }, + "properties": [ + { + "id": "custom.width", + "value": 153 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "MFMA FLOPs (F16)" + }, + "properties": [ + { + "id": "custom.width", + "value": 143 + }, + { + "id": "decimals", + "value": 0 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "MFMA FLOPs (BF16)" + }, + "properties": [ + { + "id": "custom.width", + "value": 155 + }, + { + "id": "decimals", + "value": 0 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "MFMA FLOPs (F32)" + }, + "properties": [ + { + "id": "custom.width", + "value": 146 + }, + { + "id": "decimals", + "value": 0 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "MFMA FLOPs (F64)" + }, + "properties": [ + { + "id": "custom.width", + "value": 146 + }, + { + "id": "decimals", + "value": 0 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "Throughput" + }, + "properties": [ + { + "id": "unit", + "value": "gflops" + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "Total FLOPs" + }, + "properties": [ + { + "id": "decimals", + "value": 0 + }, + { + "id": "custom.width", + "value": 141 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "VALU FLOPs" + }, + "properties": [ + { + "id": "decimals", + "value": 0 + }, + { + "id": "custom.width", + "value": 130 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "AI (HBM)" + }, + "properties": [ + { + "id": "custom.width", + "value": 89 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "AI (L2 Cache)" + }, + "properties": [ + { + "id": "custom.width", + "value": 103 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "AI (L1 Cache)" + }, + "properties": [ + { + "id": "custom.width", + "value": 114 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "LDS (Bytes)" + }, + "properties": [ + { + "id": "custom.width", + "value": 98 + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "HBM" + }, + "properties": [ + { + "id": "custom.width", + "value": 124 + }, + { + "id": "unit", + "value": "decbytes" + } + ] + }, + { + "matcher": { + "id": "byName", + "options": "Dispatch" + }, + "properties": [ + { + "id": "custom.width", + "value": 108 + } + ] + } + ] + }, + "gridPos": { + "h": 12, + "w": 24, + "x": 0, + "y": 24 + }, + "id": 251, + "interval": "2h", + "options": { + "footer": { + "fields": "", + "reducer": [ + "sum" + ], + "show": false + }, + "showHeader": true, + "sortBy": [] + }, + "pluginVersion": "8.3.4", + "targets": [ + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "HV80ot2nz" + }, + "rawQuery": true, + "refId": "A", + "target": "${Workload1}.pmc_perf.aggregate([\n {\"$match\": {\n \"Index\": { \"$in\": [${DispatchIDFilter:raw}] },\n \"gpu-id\": { \"$in\": [${gpuFilter:raw}] },\n \"KernelName\": { \"$in\": ${KernelNameFilter:json}}\n }},\n\n { \"$group\": { \n \"_id\": \"&Index\", \n \"Calls\": { \"$sum\": 1} ,\n \"TotalDuration\": { \"$sum\": {\"$subtract\":[\"&EndNs\", \"&BeginNs\"]}},\n \"AvgDuration\": { \"$avg\": {\"$subtract\":[\"&EndNs\", \"&BeginNs\"]}},\n\n \"Throughput\": {\n \"$avg\": { \"$divide\": [\n \n {\"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }, \"&SQ_INSTS_VALU_TRANS_F16\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }, \"&SQ_INSTS_VALU_TRANS_F32\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }, \"&SQ_INSTS_VALU_TRANS_F64\"] }] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] }\n ]},\n {\"$subtract\": [\"&EndNs\", \"&BeginNs\"]}\n ]}\n },\n\n \"total_flops\": {\n \"$avg\":{\"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }, \"&SQ_INSTS_VALU_TRANS_F16\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }, \"&SQ_INSTS_VALU_TRANS_F32\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }, \"&SQ_INSTS_VALU_TRANS_F64\"] }] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] }\n ]}\n },\n\n \"valu_flops\": {\n \"$avg\": { \"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }, \"&SQ_INSTS_VALU_TRANS_F16\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }, \"&SQ_INSTS_VALU_TRANS_F32\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }, \"&SQ_INSTS_VALU_TRANS_F64\"] }] }\n ]}\n },\n \n \"mfma_flops_f16\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] } },\n \"mfma_flops_bf16\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] } },\n \"mfma_flops_f32\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] } },\n \"mfma_flops_f64\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] } },\n\n\n \"LDS_data\": {\n \"$avg\": { \"$multiply\": [ { \"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, 128]\n } \n },\n\n \"L1cache_data\": {\n \"$avg\": { \"$multiply\": [\"&TCP_TOTAL_CACHE_ACCESSES_sum\", 64] } \n },\n\n \"L2cache_data\": {\n \"$avg\": {\n \"$multiply\": [{\"$add\": [\"&TCP_TCC_READ_REQ_sum\", \"&TCP_TCC_WRITE_REQ_sum\", \"&TCP_TCC_ATOMIC_WITH_RET_REQ_sum\", \n \"&TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum\"] }, 64]}\n },\n\n \"hbm_data\": {\n \"$avg\": {\n \"$add\": [ { \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] },\n { \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] }\n ]\n }\n },\n\n \"hbm_bw\": {\n \"$avg\": {\n \"$divide\": [\n {\n \"$add\": [ { \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] },\n { \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] }\n ]\n },\n {\"$subtract\":[\"&EndNs\", \"&BeginNs\"]}\n ]\n\n }\n }\n\n }},\n \n {\"$sort\": { \"TotalDuration\": -1 }},\n { \"$limit\": $TopN },\n\n {\"$addFields\": {\n \"ai_L1\": { \"$cond\": [\n {\"$ne\": [\"&L1cache_data\", 0]},\n {\"$divide\": [\"&total_flops\", \"&L1cache_data\"]},\n \"\"\n ]},\n \"ai_L2\": { \"$cond\": [\n {\"$ne\": [\"&L2cache_data\", 0]},\n {\"$divide\": [\"&total_flops\", \"&L2cache_data\"]},\n \"\"\n ]},\n \"ai_hbm\": { \"$cond\": [\n {\"$ne\": [\"&hbm_data\", 0]},\n {\"$divide\": [\"&total_flops\", \"&hbm_data\"]},\n \"\"\n ]}\n\n }}\n]);", + "type": "table" + } + ], + "title": "Top Dispatches", + "transformations": [ + { + "id": "organize", + "options": { + "excludeByName": {}, + "indexByName": { + "AvgDuration": 5, + "Calls": 1, + "L1cache_data": 16, + "L2cache_data": 17, + "LDS_data": 15, + "Throughput": 2, + "TotalDuration": 4, + "_id": 0, + "ai_L1": 6, + "ai_L2": 7, + "ai_hbm": 8, + "hbm_bw": 3, + "hbm_data": 18, + "mfma_flops_bf16": 12, + "mfma_flops_f16": 11, + "mfma_flops_f32": 13, + "mfma_flops_f64": 14, + "peak_flops": 19, + "total_flops": 9, + "valu_flops": 10 + }, + "renameByName": { + "AvgDuration": "Avg Duration", + "Calls": "", + "L1cache_data": "Vector L1D Cache", + "L2cache_data": "L2 Cache", + "LDS_data": "LDS ", + "Throughput": "Performance", + "TotalDuration": "Total Duration", + "_id": "Dispatch", + "ai_L1": "AI (Vector L1D Cache)", + "ai_L2": "AI (L2 Cache)", + "ai_hbm": "AI (HBM)", + "hbm_bw": "HBM BW ", + "hbm_data": "HBM", + "mfma_flops_bf16": "MFMA FLOPs (BF16)", + "mfma_flops_f16": "MFMA FLOPs (F16)", + "mfma_flops_f32": "MFMA FLOPs (F32)", + "mfma_flops_f64": "MFMA FLOPs (F64)", + "total_flops": "Total FLOPs", + "valu_flops": "VALU FLOPs" + } + } + } + ], + "type": "table" + } + ], + "targets": [ + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "oVK0I__nk" + }, + "refId": "A" + } + ], + "title": "Kernel Statistics", + "type": "row" + }, + { + "collapsed": true, + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "oVK0I__nk" + }, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 3 + }, + "id": 40, + "panels": [ + { + "description": "All transaction units default to Billion, when per-sec norm is used", + "fieldConfig": { + "defaults": { + "color": { + "mode": "thresholds" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green" + }, + { + "color": "red", + "value": 80 + } + ] + } + }, + "overrides": [] + }, + "gridPos": { + "h": 13, + "w": 24, + "x": 0, + "y": 4 + }, + "id": 285, + "options": { + "addAllIDs": false, + "captureMappings": false, + "eventAutoComplete": true, + "eventSource": "options.animateLogo(svgmap, data);\r\nconsole.log(\"Starting render\");\r\nlet buff = data.series[0].fields[2].values.buffer;\r\nlet valueCount = buff.length;\r\nconsole.log(\"The buff is \", valueCount, \" 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,\n \"then\": \"&GRBM_GUI_ACTIVE\"\n },\n {\n \"case\": { \"$eq\": [ $normUnit, \"per Sec\"]} ,\n \"then\": {\"$divide\":[{\"$subtract\": [\"&EndNs\", \"&BeginNs\" ]}, 1]}\n }\n ],\n \"default\": 1\n } \n } \n }},\n {\"$group\": {\n \"_id\": null,\n \"wave_life\": {\n \"$avg\": {\n \"$cond\": [\n { \"$ne\": [\"&SQ_WAVES\", 0] },\n { \"$multiply\": [4, { \"$divide\": [\"&SQ_WAVE_CYCLES\", \"&SQ_WAVES\"] }] },\n null\n ]\n }\n },\n \"salu\": {\n \"$avg\": { \"$divide\": [ \"&SQ_INSTS_SALU\", \"&denom\" ] }\n },\n \"smem\": {\n \"$avg\": { \"$divide\": [ \"&SQ_INSTS_SMEM\", \"&denom\" ] }\n },\n \"valu\": {\n \"$avg\": { \"$divide\": [\"&SQ_INSTS_VALU\", \"&denom\"] }\n },\n \"mfma\": {\n \"$avg\": { \"$divide\": [\"&SQ_INSTS_MFMA\", \"&denom\"] }\n },\n \"vmem\": {\n \"$avg\": { \"$divide\": [\"&SQ_INSTS_VMEM\", \"&denom\"] }\n },\n \"lds_instr\": {\n \"$avg\": { \"$divide\": [\"&SQ_INSTS_LDS\", \"&denom\"] }\n },\n \"gws\": {\n \"$avg\": { \"$divide\": [\"&SQ_INSTS_GDS\", \"&denom\"] }\n },\n \"br\": {\n \"$avg\": { \"$divide\": [\"&SQ_INSTS_BRANCH\", \"&denom\"] }\n },\n \"vgpr\": {\n \"$avg\": \"&vgpr\"\n },\n \"sgpr\": {\n \"$avg\": \"&sgpr\"\n },\n \"lds_alloc\": {\n \"$avg\": \"&lds\"\n },\n \"scratch_alloc\": {\n \"$avg\": \"&scr\"\n },\n \"wavefronts\": {\n \"$avg\": \"&SPI_CSN_WAVE\"\n },\n \"workgroups\": {\n \"$avg\": \"&SPI_CSN_NUM_THREADGROUPS\"\n },\n \"lds_req\": {\n \"$avg\": { \"$divide\": [\"&SQ_INSTS_LDS\", \"&denom\"] }\n }, \n \"lds_util\": {\n \"$avg\": {\"$divide\":[ \n { \"$multiply\": [ 100, \"&SQ_LDS_IDX_ACTIVE\" ]}, \n {\"$multiply\": [\"&GRBM_GUI_ACTIVE\", $numCU]}\n ]}\n },\n \"vl1_rd\": {\n \"$avg\": { \"$divide\": [\"&TCP_TOTAL_READ_sum\", \"&denom\"] }\n },\n \"vl1_wr\": {\n \"$avg\": { \"$divide\": [\"&TCP_TOTAL_WRITE_sum\", \"&denom\"] }\n },\n \"vl1_atom\": {\n \"$avg\": { \"$divide\": [{ \"$add\": [\"&TCP_TOTAL_ATOMIC_WITH_RET_sum\", \"&TCP_TOTAL_ATOMIC_WITHOUT_RET_sum\"] }, \"&denom\"] }\n },\n \"il1_fetch\": {\n \"$avg\": { 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"${Workload1}.roofline.aggregate([\n {\"$match\": {\n \"device\": { \"$in\": [${gpuFilter:raw}] }\n }},\n\n { \"$addFields\": {\n \"xaxis\": {\"$range\": [0, 50000]}\n }},\n { \"$addFields\": {\n \"high_flop\": \"&MFMAF16Flops\"\n }},\n { \"$addFields\": {\n \"cte\": {\n \"$map\": {\n \"input\": \"$xaxis\",\n \"as\": \"n\",\n \"in\": {\n \"xrange\": {\"$multiply\": [0.1, \"$$n\"]},\n \"roofline_hbm_MFMA_fp16\": {\n \"$cond\": {\n \"if\": {\n \"$lt\": [ {\"$multiply\": [0.1, \"$$n\", \"&HBMBw\"]}, \"$high_flop\" ]\n },\n \"then\": { \"$multiply\": [0.1, \"$$n\", \"&HBMBw\"] },\n \"else\": \"$high_flop\"\n }\n },\n \"hbmBw_peak\": { \"$concat\": [{\"$substr\":[{ \"$round\":[\"&HBMBw\", 1] },0, 32]}, \" GB/s\"] }\n } \n }}\n }},\n \n {\"$unwind\": \"$cte\"\n },\n {\"$replaceRoot\": {\n \"newRoot\": \"$cte\"\n }}\n]);", + "type": "table" + }, + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "LJKvMZank" + }, + "hide": false, + "rawQuery": true, + "refId": "HBM-MFMA-I8", + "target": "${Workload1}.roofline.aggregate([\n {\"$match\": {\n \"device\": { \"$in\": [${gpuFilter:raw}] }\n }},\n\n { \"$addFields\": {\n \"xaxis\": {\"$range\": [0, 50000]}\n }},\n { \"$addFields\": {\n \"high_flop\": \"&MFMAI8Ops\"\n }},\n { \"$addFields\": {\n \"cte\": {\n \"$map\": {\n \"input\": \"$xaxis\",\n \"as\": \"n\",\n \"in\": {\n \"xrange\": {\"$multiply\": [0.1, \"$$n\"]},\n \"roofline_hbm_MFMA_i8\": {\n \"$cond\": {\n \"if\": {\n \"$lt\": [ {\"$multiply\": [0.1, \"$$n\", \"&HBMBw\"]}, \"$high_flop\" ]\n },\n \"then\": { \"$multiply\": [0.1, \"$$n\", \"&HBMBw\"] },\n \"else\": \"$high_flop\"\n }\n }\n\n } \n }}\n }},\n \n {\"$unwind\": \"$cte\"\n },\n {\"$replaceRoot\": {\n \"newRoot\": \"$cte\"\n }}\n]);", + "type": "table" + }, + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "LJKvMZank" + }, + "hide": false, + "rawQuery": true, + "refId": "Cur Workload", + "target": "${Workload1}.pmc_perf.aggregate([\n {\"$match\": {\n \"Index\": { \"$in\": [${DispatchIDFilter:raw}] },\n \"gpu-id\": { \"$in\": [${gpuFilter:raw}] },\n \"KernelName\": { \"$in\": ${KernelNameFilter:json}}\n }},\n { \"$group\": { \n \"_id\": \"&KernelName\", \n \"Calls\": { \"$sum\": 1} ,\n \"TotalDuration\": { \"$sum\": {\"$subtract\":[\"&EndNs\", \"&BeginNs\"]}},\n \"AvgDuration\": { \"$avg\": {\"$subtract\":[\"&EndNs\", \"&BeginNs\"]}},\n\n \"total_flops\": {\n \"$avg\":{\"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }, \"&SQ_INSTS_VALU_TRANS_F16\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }, \"&SQ_INSTS_VALU_TRANS_F32\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }, \"&SQ_INSTS_VALU_TRANS_F64\"] }] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] }\n ]}\n },\n\n \"valu_flops\": {\n \"$avg\": { \"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }, \"&SQ_INSTS_VALU_TRANS_F16\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }, \"&SQ_INSTS_VALU_TRANS_F32\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }, \"&SQ_INSTS_VALU_TRANS_F64\"] }] }\n ]}\n },\n \n \"mfma_flops_f16\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] } },\n \"mfma_flops_bf16\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] } },\n \"mfma_flops_f32\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] } },\n \"mfma_flops_f64\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] } },\n\n\n \"lds_data\": {\n \"$avg\": { \"$multiply\": [ { \"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, \n 4, \n {\"$toInt\": \"$L2Banks\"}\n ]\n } \n },\n\n \"L1cache_data\": {\n \"$avg\": { \"$multiply\": [\"&TCP_TOTAL_CACHE_ACCESSES_sum\", 64] } \n },\n\n \"L2cache_data\": {\n \"$avg\": {\n \"$multiply\": [{\"$add\": [\"&TCP_TCC_READ_REQ_sum\", \"&TCP_TCC_WRITE_REQ_sum\", \"&TCP_TCC_ATOMIC_WITH_RET_REQ_sum\", \n \"&TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum\"] }, 64]}\n },\n\n \"hbm_data\": {\n \"$avg\": {\n \"$add\": [ { \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] },\n { \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64]},\n { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] }\n ]\n }\n }\n\n\n }},\n {\"$sort\": { \"TotalDuration\": -1 }},\n { \"$limit\": 10 },\n {\"$project\": {\n \"_id\": 0,\n \"Kernel\": \"&KernelName\",\n \"cur_ai_L1\": {\n \"$cond\": [\n { \"$ne\": [\"&L1cache_data\", 0] },\n {\"$divide\": [\"&total_flops\", \"&L1cache_data\"] },\n 0\n ]\n },\n \"cur_ai_L2\": {\n \"$cond\": [\n { \"$ne\": [\"&L2cache_data\", 0] },\n {\"$divide\": [\"&total_flops\", \"&L2cache_data\"] },\n 0\n ]\n },\n \"cur_ai_hbm\": {\n \"$cond\": [\n { \"$ne\": [\"&hbm_data\", 0] },\n {\"$divide\": [\"&total_flops\", \"&hbm_data\"] },\n 0\n ]\n },\n \"cur_perf\": { \n \"$cond\": [\n { \"$ne\": [\"&AvgDuration\", 0] },\n { \"$divide\": [\"&total_flops\", \"&AvgDuration\"] },\n 0\n ]\n }\n }}\n\n]);", + "type": "table" + }, + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "LJKvMZank" + }, + "hide": false, + "rawQuery": true, + "refId": "Baseline Workload", + "target": "${Workload2}.pmc_perf.aggregate([\n {\"$match\": {\n \"Index\": { \"$in\": [${DispatchIDFilter2:raw}] },\n \"gpu-id\": { \"$in\": [${gpuFilter2:raw}] },\n \"KernelName\": { \"$in\": ${KernelNameFilter2:json}},\n \"$expr\":{\"$regexMatch\": {\"input\":\"${select}\",\"regex\":\"(Roofline)\"}}\n }},\n { \"$group\": { \n \"_id\": \"&KernelName\", \n \"Calls\": { \"$sum\": 1} ,\n \"TotalDuration\": { \"$sum\": {\"$subtract\":[\"&EndNs\", \"&BeginNs\"]}},\n \"AvgDuration\": { \"$avg\": {\"$subtract\":[\"&EndNs\", \"&BeginNs\"]}},\n\n \"total_flops\": {\n \"$avg\":{\"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }, \"&SQ_INSTS_VALU_TRANS_F16\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }, \"&SQ_INSTS_VALU_TRANS_F32\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }, \"&SQ_INSTS_VALU_TRANS_F64\"] }] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] },\n { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] }\n ]}\n },\n\n \"valu_flops\": {\n \"$avg\": { \"$add\": [\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F16\", \"&SQ_INSTS_VALU_MUL_F16\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F16\"] }, \"&SQ_INSTS_VALU_TRANS_F16\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F32\", \"&SQ_INSTS_VALU_MUL_F32\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F32\"] }, \"&SQ_INSTS_VALU_TRANS_F32\"] }] },\n { \"$multiply\": [64, { \"$add\": [\"&SQ_INSTS_VALU_ADD_F64\", \"&SQ_INSTS_VALU_MUL_F64\", { \"$multiply\": [2, \"&SQ_INSTS_VALU_FMA_F64\"] }, \"&SQ_INSTS_VALU_TRANS_F64\"] }] }\n ]}\n },\n \n \"mfma_flops_f16\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F16\", 512] } },\n \"mfma_flops_bf16\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_BF16\", 512] } },\n \"mfma_flops_f32\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F32\", 512] } },\n \"mfma_flops_f64\": { \"$avg\": { \"$multiply\": [\"&SQ_INSTS_VALU_MFMA_MOPS_F64\", 512] } },\n\n\n \"lds_data\": {\n \"$avg\": { \"$multiply\": [ { \"$subtract\": [\"&SQ_LDS_IDX_ACTIVE\", \"&SQ_LDS_BANK_CONFLICT\"]}, \n 4, \n {\"$toInt\": \"$L2Banks\"}\n ]\n } \n },\n\n \"L1cache_data\": {\n \"$avg\": { \"$multiply\": [\"&TCP_TOTAL_CACHE_ACCESSES_sum\", 64] } \n },\n\n \"L2cache_data\": {\n \"$avg\": {\n \"$multiply\": [{\"$add\": [\"&TCP_TCC_READ_REQ_sum\", \"&TCP_TCC_WRITE_REQ_sum\", \"&TCP_TCC_ATOMIC_WITH_RET_REQ_sum\", \n \"&TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum\"] }, 64]}\n },\n\n \"hbm_data\": {\n \"$avg\": {\n \"$add\": [ { \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]},\n { 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{ + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "LJKvMZank" + }, + "hide": false, + "rawQuery": true, + "refId": "L2-MFMA-FP16", + "target": "${Workload1}.roofline.aggregate([\n {\"$match\": {\n \"device\": { \"$in\": [${gpuFilter:raw}] }\n }},\n { \"$addFields\": {\n \"xaxis\": {\"$range\": [0, 50000]}\n }},\n { \"$addFields\": {\n \"high_flop\": \"&MFMAF16Flops\"\n }},\n { \"$addFields\": {\n \"cte\": {\n \"$map\": {\n \"input\": \"$xaxis\",\n \"as\": \"n\",\n \"in\": {\n \"xrange\": {\"$multiply\": [0.1, \"$$n\"]},\n \"roofline_L2_MFMA_fp16\": {\n \"$cond\": {\n \"if\": {\n \"$lt\": [ {\"$multiply\": [0.1, \"$$n\", \"&L2Bw\"]}, \"$high_flop\" ]\n },\n \"then\": { \"$multiply\": [0.1, \"$$n\", \"&L2Bw\"] },\n \"else\": \"$high_flop\"\n }\n },\n \"L2Bw_peak\": { \"$concat\": [{\"$substr\":[{ \"$round\":[\"&L2Bw\", 1] },0, 32]}, \" GB/s\"] }\n } \n }}\n }},\n \n {\"$unwind\": \"$cte\"\n },\n {\"$replaceRoot\": {\n \"newRoot\": \"$cte\"\n }}\n]);", + "type": "table" + }, + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "LJKvMZank" + }, + "hide": false, + "rawQuery": true, + "refId": "L2-MFMA-I8", + "target": "${Workload1}.roofline.aggregate([\n {\"$match\": {\n \"device\": { \"$in\": [${gpuFilter:raw}] }\n }},\n { \"$addFields\": {\n \"xaxis\": {\"$range\": [0, 50000]}\n }},\n { \"$addFields\": {\n \"high_flop\": \"&MFMAI8Ops\"\n }},\n { \"$addFields\": {\n \"cte\": {\n \"$map\": {\n \"input\": \"$xaxis\",\n \"as\": \"n\",\n \"in\": {\n \"xrange\": {\"$multiply\": [0.1, \"$$n\"]},\n \"roofline_L2_MFMA_i8\": {\n \"$cond\": {\n \"if\": {\n \"$lt\": [ {\"$multiply\": [0.1, \"$$n\", \"&L2Bw\"]}, \"$high_flop\" ]\n },\n \"then\": { \"$multiply\": [0.1, \"$$n\", \"&L2Bw\"] },\n \"else\": \"$high_flop\"\n }\n }\n } \n }}\n }},\n \n {\"$unwind\": \"$cte\"\n },\n {\"$replaceRoot\": {\n \"newRoot\": \"$cte\"\n }}\n]);", + "type": "table" + }, + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "LJKvMZank" + }, + "hide": false, + "rawQuery": true, + "refId": "L1-MFMA-FP16", + "target": "${Workload1}.roofline.aggregate([\n {\"$match\": {\n \"device\": { \"$in\": [${gpuFilter:raw}] }\n }},\n { \"$addFields\": {\n \"xaxis\": {\"$range\": [0, 50000]}\n }},\n { \"$addFields\": {\n \"high_flop\": \"&MFMAF16Flops\"\n }},\n { \"$addFields\": {\n \"cte\": {\n \"$map\": {\n \"input\": \"$xaxis\",\n \"as\": \"n\",\n \"in\": {\n \"xrange\": {\"$multiply\": [0.1, \"$$n\"]},\n \"roofline_L1_MFMA_fp16\": {\n \"$cond\": {\n \"if\": {\n \"$lt\": [ {\"$multiply\": [0.1, \"$$n\", \"&L1Bw\"]}, \"$high_flop\" ]\n },\n \"then\": { \"$multiply\": [0.1, \"$$n\", \"&L1Bw\"] },\n \"else\": \"$high_flop\"\n }\n },\n \"L1Bw_peak\": { \"$concat\": [{\"$substr\":[{ \"$round\":[\"&L1Bw\", 1] },0, 32]}, \" GB/s\"] }\n } \n }}\n }},\n \n {\"$unwind\": \"$cte\"\n },\n {\"$replaceRoot\": {\n \"newRoot\": \"$cte\"\n }}\n]);", + "type": "table" + }, + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "LJKvMZank" + }, + "hide": 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\"&SQC_DCACHE_REQ_READ_16\"] }, \"&denom\"] }\n },\n \"readReq_max\": {\n \"$max\": { \"$divide\": [{ \"$add\": [\"&SQC_DCACHE_REQ_READ_1\", \"&SQC_DCACHE_REQ_READ_2\", \"&SQC_DCACHE_REQ_READ_4\", \"&SQC_DCACHE_REQ_READ_8\", \"&SQC_DCACHE_REQ_READ_16\"] }, \"&denom\"] }\n },\n\n \"atomicReq_avg\": {\n \"$avg\": { \"$divide\": [\"&SQC_DCACHE_ATOMIC\", \"&denom\"] }\n },\n \"atomicReq_min\": {\n \"$min\": { \"$divide\": [\"&SQC_DCACHE_ATOMIC\", \"&denom\"] }\n },\n \"atomicReq_max\": {\n \"$max\": { \"$divide\": [\"&SQC_DCACHE_ATOMIC\", \"&denom\"] }\n },\n\n\n \"read1d_avg\": {\n \"$avg\": { \"$divide\": [\"&SQC_DCACHE_REQ_READ_1\", \"&denom\"] }\n },\n \"read1d_min\": {\n \"$min\": { \"$divide\": [\"&SQC_DCACHE_REQ_READ_1\", \"&denom\"] }\n },\n \"read1d_max\": {\n \"$max\": { \"$divide\": [\"&SQC_DCACHE_REQ_READ_1\", \"&denom\"] }\n },\n\n \"read2d_avg\": {\n \"$avg\": { \"$divide\": [\"&SQC_DCACHE_REQ_READ_2\", \"&denom\"] }\n },\n \"read2d_min\": {\n \"$min\": { \"$divide\": 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\"&denom\" ] }},\n \"totalReq_min\":{\"$min\": { \"$divide\": [ \"&TCP_TOTAL_ACCESSES_sum\", \"&denom\" ] }},\n \"totalReq_max\":{\"$max\": { \"$divide\": [ \"&TCP_TOTAL_ACCESSES_sum\", \"&denom\" ] }},\n\n \"readReq_avg\":{\"$avg\": {\"$divide\": [ \"&TCP_TOTAL_READ_sum\", \"&denom\" ] }},\n \"readReq_min\":{\"$min\": {\"$divide\": [ \"&TCP_TOTAL_READ_sum\", \"&denom\" ] }},\n \"readReq_max\":{\"$max\": {\"$divide\": [ \"&TCP_TOTAL_READ_sum\", \"&denom\" ] }},\n\n \"writeReq_avg\":{\"$avg\": {\"$divide\": [ \"&TCP_TOTAL_WRITE_sum\", \"&denom\" ]}},\n \"writeReq_min\":{\"$min\": {\"$divide\": [ \"&TCP_TOTAL_WRITE_sum\", \"&denom\" ]}},\n \"writeReq_max\":{\"$max\": {\"$divide\": [ \"&TCP_TOTAL_WRITE_sum\", \"&denom\" ]}},\n\n \"atomicReq_avg\":{\"$avg\": {\"$divide\": [ { \"$add\": [\"&TCP_TOTAL_ATOMIC_WITH_RET_sum\", \"&TCP_TOTAL_ATOMIC_WITHOUT_RET_sum\"] }, \"&denom\"]}},\n \"atomicReq_min\":{\"$min\": {\"$divide\": [ { \"$add\": [\"&TCP_TOTAL_ATOMIC_WITH_RET_sum\", 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\"&TCP_TOTAL_WRITEBACK_INVALIDATES_sum\", \"&denom\"] }},\n \"invalidate_max\":{\"$max\": {\"$divide\": [ \"&TCP_TOTAL_WRITEBACK_INVALIDATES_sum\", \"&denom\"] }},\n\n\n \"l1Latency_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCP_TA_TCP_STATE_READ_sum\", 0]},\n {\"$divide\": [ \"&TCP_TCP_LATENCY_sum\", \"&TCP_TA_TCP_STATE_READ_sum\" ]},\n null\n ] \n }},\n \"l1Latency_min\":{\"$min\": {\n \"$cond\": [\n {\"$ne\": [\"&TCP_TA_TCP_STATE_READ_sum\", 0]},\n {\"$divide\": [ \"&TCP_TCP_LATENCY_sum\", \"&TCP_TA_TCP_STATE_READ_sum\" ]},\n null\n ] \n }},\n \"l1Latency_max\":{\"$max\": {\n \"$cond\": [\n {\"$ne\": [\"&TCP_TA_TCP_STATE_READ_sum\", 0]},\n {\"$divide\": [ \"&TCP_TCP_LATENCY_sum\", \"&TCP_TA_TCP_STATE_READ_sum\" ]},\n null\n ] \n }},\n\n\n \"l2ReadLatency_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [{\"$add\": [\"&TCP_TCC_READ_REQ_sum\", \"&TCP_TCC_ATOMIC_WITH_RET_REQ_sum\"]}, 0]},\n {\"$divide\": [ \"&TCP_TCC_READ_REQ_LATENCY_sum\", { \"$add\": [\"&TCP_TCC_READ_REQ_sum\", 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}},\n\n \"write64_avg\":{\"$avg\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_64B_sum\", \"&denom\" ]\n }},\n \"write64_min\":{\"$min\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_64B_sum\", \"&denom\" ]\n }},\n \"write64_max\":{\"$max\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_64B_sum\", \"&denom\" ]\n }},\n\n \"hbmWrite_avg\":{\"$avg\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_DRAM_sum\", \"&denom\" ]\n }},\n \"hbmWrite_min\":{\"$min\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_DRAM_sum\", \"&denom\" ]\n }},\n \"hbmWrite_max\":{\"$max\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_DRAM_sum\", \"&denom\" ]\n }},\n\n \"readLatency_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_RDREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_RDREQ_LEVEL_sum\", \"&TCC_EA_RDREQ_sum\" ] },\n null\n ]\n }},\n \"readLatency_min\":{\"$min\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_RDREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_RDREQ_LEVEL_sum\", \"&TCC_EA_RDREQ_sum\" ] },\n null\n ]\n }},\n \"readLatency_max\":{\"$max\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_RDREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_RDREQ_LEVEL_sum\", \"&TCC_EA_RDREQ_sum\" ] },\n null\n ]\n }},\n\n \"writeLatency_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_WRREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_WRREQ_LEVEL_sum\", \"&TCC_EA_WRREQ_sum\" ] },\n null\n ]\n }},\n \"writeLatency_min\":{\"$min\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_WRREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_WRREQ_LEVEL_sum\", \"&TCC_EA_WRREQ_sum\" ] },\n null\n ]\n }},\n \"writeLatency_max\":{\"$max\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_WRREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_WRREQ_LEVEL_sum\", \"&TCC_EA_WRREQ_sum\" ] },\n null\n ]\n }},\n\n \"atomicOpLatency_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_ATOMIC_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_ATOMIC_LEVEL_sum\", \"&TCC_EA_ATOMIC_sum\" ] },\n null\n ]\n }},\n \"atomicOpLatency_min\":{\"$min\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_ATOMIC_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_ATOMIC_LEVEL_sum\", \"&TCC_EA_ATOMIC_sum\" ] },\n null\n ]\n }},\n \"atomicOpLatency_max\":{\"$max\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_ATOMIC_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_ATOMIC_LEVEL_sum\", \"&TCC_EA_ATOMIC_sum\" ] },\n null\n ]\n }}\n }},\n {\"$set\": {\n \"array\": [\n {\n \"Metric\": \"Read BW\",\n \"Avg\": \"&readBW_avg\",\n \"Min\":\"&readBW_min\",\n \"Max\":\"&readBW_max\",\n \"Unit\":{\"$concat\": [\"Bytes \", $normUnit] }\n },\n {\n \"Metric\": \"Write BW\",\n \"Avg\": \"&writeBW_avg\",\n \"Min\":\"&writeBW_min\",\n \"Max\":\"&writeBW_max\",\n \"Unit\":{\"$concat\": [\"Bytes \", $normUnit] }\n },\n {\n \"Metric\": \"Read (32B)\",\n \"Avg\": \"&read32_avg\",\n \"Min\":\"&read32_min\",\n \"Max\":\"&read32_max\",\n \"Unit\":{\"$concat\": [\"Req \", $normUnit] }\n },\n {\n \"Metric\": \"Read (Uncached 32B)\",\n \"Avg\": \"&read32Uncached_avg\",\n \"Min\":\"&read32Uncached_min\",\n \"Max\":\"&read32Uncached_max\",\n \"Unit\":{\"$concat\": [\"Req \", $normUnit] }\n },\n {\n \"Metric\": \"Read (64B)\",\n \"Avg\": \"&read64_avg\",\n \"Min\":\"&read64_min\",\n \"Max\":\"&read64_max\",\n \"Unit\":{\"$concat\": [\"Req \", $normUnit] }\n },\n {\n \"Metric\": \"HBM Read\",\n \"Avg\": \"&hbmRead_avg\",\n \"Min\":\"&hbmRead_min\",\n \"Max\":\"&hbmRead_max\",\n \"Unit\":{\"$concat\": [\"Req \", $normUnit] }\n },\n {\n \"Metric\": \"Write (32B)\",\n \"Avg\": \"&write32_avg\",\n \"Min\":\"&write32_min\",\n \"Max\":\"&write32_max\",\n \"Unit\":{\"$concat\": [\"Req \", $normUnit] }\n },\n {\n \"Metric\": \"Write (Uncached 32B)\",\n \"Avg\": \"&write32Uncached_avg\",\n \"Min\":\"&write32Uncached_min\",\n \"Max\":\"&write32Uncached_max\",\n \"Unit\":{\"$concat\": [\"Req \", $normUnit] }\n },\n {\n \"Metric\": \"Write (64B)\",\n \"Avg\": \"&write64_avg\",\n \"Min\":\"&write64_min\",\n \"Max\":\"&write64_max\",\n \"Unit\":{\"$concat\": [\"Req \", $normUnit] }\n },\n {\n \"Metric\": \"HBM Write\",\n \"Avg\": \"&hbmWrite_avg\",\n \"Min\":\"&hbmWrite_min\",\n \"Max\":\"&hbmWrite_max\",\n \"Unit\":{\"$concat\": [\"Req \", $normUnit] }\n },\n {\n \"Metric\": \"Read Latency\",\n \"Avg\": \"&readLatency_avg\",\n \"Min\":\"&readLatency_min\",\n \"Max\":\"&readLatency_max\",\n \"Unit\":\"Cycles\"\n },\n {\n \"Metric\": \"Write Latency\",\n \"Avg\": \"&writeLatency_avg\",\n \"Min\":\"&writeLatency_min\",\n \"Max\":\"&writeLatency_max\",\n \"Unit\":\"Cycles\"\n },\n {\n \"Metric\": \"Atomic Latency\",\n \"Avg\": \"&atomicOpLatency_avg\",\n \"Min\":\"&atomicOpLatency_min\",\n \"Max\":\"&atomicOpLatency_max\",\n \"Unit\":\"Cycles\"\n },\n {\n \"Metric\": \"Read Stall\",\n \"Avg\": \"&readStall_avg\",\n \"Min\":\"&readStall_min\",\n \"Max\":\"&readStall_max\",\n \"Unit\":\"pct\"\n },\n {\n \"Metric\": \"Write Stall\",\n \"Avg\": \"&writeStall_avg\",\n \"Min\":\"&writeStall_min\",\n \"Max\":\"&writeStall_max\",\n \"Unit\":\"pct\"\n }\n\n ]\n }},\n {\"$unwind\": {\n \"path\": \"&array\"\n }},\n {\"$replaceRoot\": {\n \"newRoot\": \"&array\"\n }}\n]);", + "type": "table" + }, + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "Zzw1yR27k" + }, + "hide": false, + "rawQuery": true, + "refId": "B", + "target": "${Workload2}.pmc_perf.aggregate([\n {\"$match\": {\n \"Index\": { \"$in\": [${DispatchIDFilter2:raw}] },\n \"gpu-id\": { \"$in\": [${gpuFilter2:raw}] },\n \"KernelName\": { \"$in\": ${KernelNameFilter2:json}},\n \"$expr\":{\"$regexMatch\": {\"input\":\"${select}\",\"regex\":\"(L2 Cache)\"}}\n }},\n {\"$addFields\": {\n \"denom\": {\n \"$switch\" : {\n \"branches\": [\n {\n \"case\": { \"$eq\": [ $normUnit, \"per Wave\"]} ,\n \"then\": \"&SQ_WAVES\"\n },\n {\n \"case\": { \"$eq\": [ $normUnit, \"per Cycle\"]} ,\n \"then\": \"&GRBM_GUI_ACTIVE\"\n },\n {\n \"case\": { \"$eq\": [ $normUnit, \"per Sec\"]} ,\n \"then\": {\"$divide\":[{\"$subtract\": [\"&EndNs\", \"&BeginNs\" ]}, 1000000000]}\n }\n ],\n \"default\": 1\n } \n } \n }},\n {\"$group\": {\n \"_id\": \"null\",\n \"readStall_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_BUSY_sum\", 0]},\n { \"$divide\": [ \n {\"$multiply\": [100, {\"$add\":[\"&TCC_EA_RDREQ_IO_CREDIT_STALL_sum\", \"&TCC_EA_RDREQ_GMI_CREDIT_STALL_sum\", \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL_sum\"]}]},\n \"&TCC_BUSY_sum\" \n ]},\n null\n ]\n }},\n \"readStall_min\":{\"$min\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_BUSY_sum\", 0]},\n { \"$divide\": [ \n {\"$multiply\": [100, {\"$add\":[\"&TCC_EA_RDREQ_IO_CREDIT_STALL_sum\", \"&TCC_EA_RDREQ_GMI_CREDIT_STALL_sum\", \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL_sum\"]}]},\n \"&TCC_BUSY_sum\" \n ]},\n null\n ]\n }},\n \"readStall_max\":{\"$max\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_BUSY_sum\", 0]},\n { \"$divide\": [ \n {\"$multiply\": [100, {\"$add\":[\"&TCC_EA_RDREQ_IO_CREDIT_STALL_sum\", \"&TCC_EA_RDREQ_GMI_CREDIT_STALL_sum\", \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL_sum\"]}]},\n \"&TCC_BUSY_sum\" \n ]},\n null\n ]\n }},\n\n \"writeStall_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_BUSY_sum\", 0]},\n { \"$divide\": [ \n {\"$multiply\": [100, {\"$add\":[\"&TCC_EA_WRREQ_IO_CREDIT_STALL_sum\", \"&TCC_EA_WRREQ_GMI_CREDIT_STALL_sum\", \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL_sum\"]}]},\n \"&TCC_BUSY_sum\" \n ]},\n null\n ]\n }},\n \"writeStall_min\":{\"$min\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_BUSY_sum\", 0]},\n { \"$divide\": [ \n {\"$multiply\": [100, {\"$add\":[\"&TCC_EA_WRREQ_IO_CREDIT_STALL_sum\", \"&TCC_EA_WRREQ_GMI_CREDIT_STALL_sum\", \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL_sum\"]}]},\n \"&TCC_BUSY_sum\" \n ]},\n null\n ]\n }},\n \"writeStall_max\":{\"$max\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_BUSY_sum\", 0]},\n { \"$divide\": [ \n {\"$multiply\": [100, {\"$add\":[\"&TCC_EA_WRREQ_IO_CREDIT_STALL_sum\", \"&TCC_EA_WRREQ_GMI_CREDIT_STALL_sum\", \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL_sum\"]}]},\n \"&TCC_BUSY_sum\" \n ]},\n null\n ]\n }},\n\n \"readBW_avg\":{\"$avg\": {\n \"$divide\": [ { \"$add\" : [{ \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]}, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] } ] }, \"&denom\" ]\n }},\n \"readBW_min\":{\"$min\": {\n \"$divide\": [ { \"$add\" : [{ \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]}, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] } ] }, \"&denom\" ]\n }},\n \"readBW_max\":{\"$max\": {\n \"$divide\": [ { \"$add\" : [{ \"$multiply\": [\"&TCC_EA_RDREQ_32B_sum\", 32]}, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, 64] } ] }, \"&denom\" ]\n }},\n\n \"writeBW_avg\":{\"$avg\": {\n \"$divide\": [ { \"$add\" : [{ \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64]}, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] } ] }, \"&denom\" ]\n }},\n \"writeBW_min\":{\"$min\": {\n \"$divide\": [ { \"$add\" : [{ \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64]}, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] } ] }, \"&denom\" ]\n }},\n \"writeBW_max\":{\"$max\": {\n \"$divide\": [ { \"$add\" : [{ \"$multiply\": [\"&TCC_EA_WRREQ_64B_sum\", 64]}, { \"$multiply\": [{ \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, 32] } ] }, \"&denom\" ]\n }},\n\n \"read32_avg\":{\"$avg\": {\n \"$divide\": [ \"&TCC_EA_RDREQ_32B_sum\", \"&denom\" ]\n }},\n \"read32_min\":{\"$min\": {\n \"$divide\": [ \"&TCC_EA_RDREQ_32B_sum\", \"&denom\" ]\n }},\n \"read32_max\":{\"$max\": {\n \"$divide\": [ \"&TCC_EA_RDREQ_32B_sum\", \"&denom\" ]\n }},\n\n \"read32Uncached_avg\":{\"$avg\": {\n \"$divide\": [ \"&TCC_EA_RD_UNCACHED_32B_sum\", \"&denom\" ]\n }},\n \"read32Uncached_min\":{\"$min\": {\n \"$divide\": [ \"&TCC_EA_RD_UNCACHED_32B_sum\", \"&denom\" ]\n }},\n \"read32Uncached_max\":{\"$max\": {\n \"$divide\": [ \"&TCC_EA_RD_UNCACHED_32B_sum\", \"&denom\" ]\n }},\n\n \"read64_avg\":{\"$avg\": {\n \"$divide\": [ { \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, \"&denom\" ]\n }},\n \"read64_min\":{\"$min\": {\n \"$divide\": [ { \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, \"&denom\" ]\n }},\n \"read64_max\":{\"$max\": {\n \"$divide\": [ { \"$subtract\": [\"&TCC_EA_RDREQ_sum\", \"&TCC_EA_RDREQ_32B_sum\"] }, \"&denom\" ]\n }},\n\n \"hbmRead_avg\":{\"$avg\": {\n \"$divide\": [ \"&TCC_EA_RDREQ_DRAM_sum\", \"&denom\" ]\n }},\n \"hbmRead_min\":{\"$min\": {\n \"$divide\": [ \"&TCC_EA_RDREQ_DRAM_sum\", \"&denom\" ]\n }},\n \"hbmRead_max\":{\"$max\": {\n \"$divide\": [ \"&TCC_EA_RDREQ_DRAM_sum\", \"&denom\" ]\n }},\n\n \"write32_avg\":{\"$avg\": {\n \"$divide\": [ { \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, \"&denom\" ]\n }},\n \"write32_min\":{\"$min\": {\n \"$divide\": [ { \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, \"&denom\" ]\n }},\n \"write32_max\":{\"$max\": {\n \"$divide\": [ { \"$subtract\": [\"&TCC_EA_WRREQ_sum\", \"&TCC_EA_WRREQ_64B_sum\"] }, \"&denom\" ]\n }},\n\n \"write32Uncached_avg\": {\"$avg\":{\n \"$divide\": [ \"&TCC_EA_WR_UNCACHED_32B_sum\", \"&denom\" ]\n }},\n \"write32Uncached_min\":{\"$min\": {\n \"$divide\": [ \"&TCC_EA_WR_UNCACHED_32B_sum\", \"&denom\" ]\n }},\n \"write32Uncached_max\":{\"$max\": {\n \"$divide\": [ \"&TCC_EA_WR_UNCACHED_32B_sum\", \"&denom\" ]\n }},\n\n \"write64_avg\":{\"$avg\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_64B_sum\", \"&denom\" ]\n }},\n \"write64_min\":{\"$min\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_64B_sum\", \"&denom\" ]\n }},\n \"write64_max\":{\"$max\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_64B_sum\", \"&denom\" ]\n }},\n\n \"hbmWrite_avg\":{\"$avg\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_DRAM_sum\", \"&denom\" ]\n }},\n \"hbmWrite_min\":{\"$min\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_DRAM_sum\", \"&denom\" ]\n }},\n \"hbmWrite_max\":{\"$max\": {\n \"$divide\": [ \"&TCC_EA_WRREQ_DRAM_sum\", \"&denom\" ]\n }},\n\n \"readLatency_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_RDREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_RDREQ_LEVEL_sum\", \"&TCC_EA_RDREQ_sum\" ] },\n null\n ]\n }},\n \"readLatency_min\":{\"$min\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_RDREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_RDREQ_LEVEL_sum\", \"&TCC_EA_RDREQ_sum\" ] },\n null\n ]\n }},\n \"readLatency_max\":{\"$max\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_RDREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_RDREQ_LEVEL_sum\", \"&TCC_EA_RDREQ_sum\" ] },\n null\n ]\n }},\n\n \"writeLatency_avg\":{\"$avg\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_WRREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_WRREQ_LEVEL_sum\", \"&TCC_EA_WRREQ_sum\" ] },\n null\n ]\n }},\n \"writeLatency_min\":{\"$min\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_WRREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_WRREQ_LEVEL_sum\", \"&TCC_EA_WRREQ_sum\" ] },\n null\n ]\n }},\n \"writeLatency_max\":{\"$max\": {\n \"$cond\": [\n {\"$ne\": [\"&TCC_EA_WRREQ_sum\", 0]},\n { \"$divide\": [ \"&TCC_EA_WRREQ_LEVEL_sum\", \"&TCC_EA_WRREQ_sum\" ] },\n null\n 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null] } },\n \"b2_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[2]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[2]\", \"&TCC_EA_ATOMIC[2]\"]}, null]}},\n\n \"b2_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[2]\"}, \"&denom\"] }},\n \"b2_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[2]\"}, \"&denom\"] }},\n \"b2_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[2]\"}, \"&denom\"] }},\n \"b2_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[2]\"}, \"&denom\"] }},\n \"b2_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[2]\"}, \"&denom\"] }},\n \"b2_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[2]\"}, \"&denom\"] }},\n \"b2_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[2]\"}, \"&denom\"] }},\n\n\n \n \"b3_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[3]\", \"&TCC_MISS[3]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[3]\"]}, \n { \"$add\": [\"&TCC_HIT[3]\", \"&TCC_MISS[3]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b3_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[3]\"}, \"&denom\"] } \n },\n \"b3_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[3]\"}, \"&denom\"] } \n },\n \"b3_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[3]\"}, \"&denom\"] }\n },\n \"b3_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[3]\"}, \"&denom\"] }\n },\n \"b3_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[3]\"}, \"&denom\"] }\n },\n \"b3_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[3]\"}, \"&denom\"] }\n },\n \"b3_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[3]\"}, \"&denom\"] } \n },\n \"b3_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[3]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[3]\", \"&TCC_EA_RDREQ[3]\"]}, null] } },\n \"b3_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[3]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[3]\", \"&TCC_EA_WRREQ[3]\"]}, null] } },\n \"b3_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[3]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[3]\", \"&TCC_EA_ATOMIC[3]\"]}, null]}},\n\n \"b3_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[3]\"}, \"&denom\"] }},\n \"b3_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[3]\"}, \"&denom\"] }},\n \"b3_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[3]\"}, \"&denom\"] }},\n \"b3_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[3]\"}, \"&denom\"] }},\n \"b3_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[3]\"}, \"&denom\"] }},\n \"b3_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[3]\"}, \"&denom\"] }},\n \"b3_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[3]\"}, \"&denom\"] }},\n\n\n \n \"b4_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[4]\", \"&TCC_MISS[4]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[4]\"]}, \n { \"$add\": [\"&TCC_HIT[4]\", \"&TCC_MISS[4]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b4_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[4]\"}, \"&denom\"] } \n },\n \"b4_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[4]\"}, \"&denom\"] } \n },\n \"b4_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[4]\"}, \"&denom\"] }\n },\n \"b4_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[4]\"}, \"&denom\"] } \n },\n \"b4_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[4]\"}, \"&denom\"] } \n },\n \"b4_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[4]\"}, \"&denom\"] } \n },\n \"b4_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[4]\"}, \"&denom\"] } \n },\n \"b4_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[4]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[4]\", \"&TCC_EA_RDREQ[4]\"]}, null] } },\n \"b4_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[4]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[4]\", \"&TCC_EA_WRREQ[4]\"]}, null] } },\n \"b4_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[4]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[4]\", \"&TCC_EA_ATOMIC[4]\"]}, null]}},\n\n \"b4_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[4]\"}, \"&denom\"] }},\n \"b4_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[4]\"}, \"&denom\"] }},\n \"b4_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[4]\"}, \"&denom\"] }},\n \"b4_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[4]\"}, \"&denom\"] }},\n \"b4_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[4]\"}, \"&denom\"] }},\n \"b4_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[4]\"}, \"&denom\"] }},\n \"b4_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[4]\"}, \"&denom\"] }},\n\n\n \n \"b5_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[5]\", \"&TCC_MISS[5]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[5]\"]}, \n { \"$add\": [\"&TCC_HIT[5]\", \"&TCC_MISS[5]\"] }\n ] \n },\n null \n ] \n }\n },\n \"b5_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[5]\"}, \"&denom\"] } \n },\n \"b5_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[5]\"}, \"&denom\"] } \n },\n \"b5_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[5]\"}, \"&denom\"] } \n },\n \"b5_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[5]\"}, \"&denom\"] } \n },\n \"b5_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[5]\"}, \"&denom\"] } \n },\n \"b5_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[5]\"}, \"&denom\"] } \n },\n \"b5_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[5]\"}, \"&denom\"] } \n },\n \"b5_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[5]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[5]\", \"&TCC_EA_RDREQ[5]\"]}, null] } },\n \"b5_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[5]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[5]\", \"&TCC_EA_WRREQ[5]\"]}, null] } },\n \"b5_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[5]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[5]\", \"&TCC_EA_ATOMIC[5]\"]}, null]}},\n\n \"b5_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[5]\"}, \"&denom\"] }},\n \"b5_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[5]\"}, \"&denom\"] }},\n \"b5_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[5]\"}, \"&denom\"] }},\n \"b5_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[5]\"}, \"&denom\"] }},\n \"b5_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[5]\"}, \"&denom\"] }},\n \"b5_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[5]\"}, \"&denom\"] }},\n \"b5_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[5]\"}, \"&denom\"] }},\n\n\n \n \"b6_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[6]\", \"&TCC_MISS[6]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[6]\"]}, \n { \"$add\": [\"&TCC_HIT[6]\", \"&TCC_MISS[6]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b6_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[6]\"}, \"&denom\"] } \n },\n \"b6_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[6]\"}, \"&denom\"] } \n },\n \"b6_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[6]\"}, \"&denom\"] } \n },\n \"b6_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[6]\"}, \"&denom\"] } \n },\n \"b6_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[6]\"}, \"&denom\"] } \n },\n \"b6_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[6]\"}, \"&denom\"] }\n },\n \"b6_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[6]\"}, \"&denom\"] } \n },\n \"b6_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[6]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[6]\", \"&TCC_EA_RDREQ[6]\"]}, null] } },\n \"b6_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[6]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[6]\", \"&TCC_EA_WRREQ[6]\"]}, null] } },\n \"b6_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[6]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[6]\", \"&TCC_EA_ATOMIC[6]\"]}, null]}},\n\n \"b6_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[6]\"}, \"&denom\"] }},\n \"b6_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[6]\"}, \"&denom\"] }},\n \"b6_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[6]\"}, \"&denom\"] }},\n \"b6_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[6]\"}, \"&denom\"] }},\n \"b6_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[6]\"}, \"&denom\"] }},\n \"b6_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[6]\"}, \"&denom\"] }},\n \"b6_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[6]\"}, \"&denom\"] }},\n\n\n \n \"b7_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[7]\", \"&TCC_MISS[7]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[7]\"]}, \n { \"$add\": [\"&TCC_HIT[7]\", \"&TCC_MISS[7]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b7_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[7]\"}, \"&denom\"] } \n },\n \"b7_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[7]\"}, \"&denom\"] } \n },\n \"b7_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[7]\"}, \"&denom\"] } \n },\n \"b7_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[7]\"}, \"&denom\"] } \n },\n \"b7_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[7]\"}, \"&denom\"] } \n },\n \"b7_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[7]\"}, \"&denom\"] }\n },\n \"b7_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[7]\"}, \"&denom\"] } \n },\n \"b7_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[7]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[7]\", \"&TCC_EA_RDREQ[7]\"]}, null] } },\n \"b7_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[7]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[7]\", \"&TCC_EA_WRREQ[7]\"]}, null] } },\n \"b7_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[7]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[7]\", \"&TCC_EA_ATOMIC[7]\"]}, null]}},\n\n \"b7_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[7]\"}, \"&denom\"] }},\n \"b7_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[7]\"}, \"&denom\"] }},\n \"b7_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[7]\"}, \"&denom\"] }},\n \"b7_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[7]\"}, \"&denom\"] }},\n \"b7_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[7]\"}, \"&denom\"] }},\n \"b7_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[7]\"}, \"&denom\"] }},\n \"b7_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[7]\"}, \"&denom\"] }},\n\n\n \n \"b8_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[8]\", \"&TCC_MISS[8]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[8]\"]}, \n { \"$add\": [\"&TCC_HIT[8]\", \"&TCC_MISS[8]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b8_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[8]\"}, \"&denom\"] } \n },\n \"b8_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[8]\"}, \"&denom\"] } \n },\n \"b8_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[8]\"}, \"&denom\"] } \n },\n \"b8_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[8]\"}, \"&denom\"] } \n },\n \"b8_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[8]\"}, \"&denom\"] } \n },\n \"b8_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[8]\"}, \"&denom\"] } \n },\n \"b8_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[8]\"}, \"&denom\"] } \n },\n \"b8_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[8]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[8]\", \"&TCC_EA_RDREQ[8]\"]}, null] } },\n \"b8_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[8]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[8]\", \"&TCC_EA_WRREQ[8]\"]}, null] } },\n \"b8_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[8]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[8]\", \"&TCC_EA_ATOMIC[8]\"]}, null]}},\n\n \"b8_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[8]\"}, \"&denom\"] }},\n \"b8_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[8]\"}, \"&denom\"] }},\n \"b8_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[8]\"}, \"&denom\"] }},\n \"b8_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[8]\"}, \"&denom\"] }},\n \"b8_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[8]\"}, \"&denom\"] }},\n \"b8_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[8]\"}, \"&denom\"] }},\n \"b8_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[8]\"}, \"&denom\"] }},\n\n\n \n \"b9_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[9]\", \"&TCC_MISS[9]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[9]\"]}, \n { \"$add\": [\"&TCC_HIT[9]\", \"&TCC_MISS[9]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b9_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[9]\"}, \"&denom\"] } \n },\n \"b9_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[9]\"}, \"&denom\"] } \n },\n \"b9_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[9]\"}, \"&denom\"] } \n },\n \"b9_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[9]\"}, \"&denom\"] } \n },\n \"b9_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[9]\"}, \"&denom\"] } \n },\n \"b9_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[9]\"}, \"&denom\"] } \n },\n \"b9_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[9]\"}, \"&denom\"] } \n },\n \"b9_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[9]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[9]\", \"&TCC_EA_RDREQ[9]\"]}, null] } },\n \"b9_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[9]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[9]\", \"&TCC_EA_WRREQ[9]\"]}, null] } },\n \"b9_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[9]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[9]\", \"&TCC_EA_ATOMIC[9]\"]}, null]}},\n\n \"b9_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[9]\"}, \"&denom\"] }},\n \"b9_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[9]\"}, \"&denom\"] }},\n \"b9_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[9]\"}, \"&denom\"] }},\n \"b9_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[9]\"}, \"&denom\"] }},\n \"b9_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[9]\"}, \"&denom\"] }},\n \"b9_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[9]\"}, \"&denom\"] }},\n \"b9_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[9]\"}, \"&denom\"] }},\n\n\n \n \"b10_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[10]\", \"&TCC_MISS[10]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[10]\"]}, \n { \"$add\": [\"&TCC_HIT[10]\", \"&TCC_MISS[10]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b10_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[10]\"}, \"&denom\"] } \n },\n \"b10_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[10]\"}, \"&denom\"] } \n },\n \"b10_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[10]\"}, \"&denom\"] } \n },\n \"b10_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[10]\"}, \"&denom\"] } \n },\n \"b10_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[10]\"}, \"&denom\"] } \n },\n \"b10_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[10]\"}, \"&denom\"] } \n },\n \"b10_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[10]\"}, \"&denom\"] } \n },\n \"b10_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[10]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[10]\", \"&TCC_EA_RDREQ[10]\"]}, null] } },\n \"b10_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[10]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[10]\", \"&TCC_EA_WRREQ[10]\"]}, null] } },\n \"b10_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[10]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[10]\", \"&TCC_EA_ATOMIC[10]\"]}, null]}},\n\n \"b10_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[10]\"}, \"&denom\"] }},\n \"b10_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[10]\"}, \"&denom\"] }},\n \"b10_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[10]\"}, \"&denom\"] }},\n \"b10_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[10]\"}, \"&denom\"] }},\n \"b10_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[10]\"}, \"&denom\"] }},\n \"b10_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[10]\"}, \"&denom\"] }},\n \"b10_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[10]\"}, \"&denom\"] }},\n\n\n \n \"b11_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[11]\", \"&TCC_MISS[11]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[11]\"]}, \n { \"$add\": [\"&TCC_HIT[11]\", \"&TCC_MISS[11]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b11_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[11]\"}, \"&denom\"] } \n },\n \"b11_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[11]\"}, \"&denom\"] } \n },\n \"b11_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[11]\"}, \"&denom\"] } \n },\n \"b11_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[11]\"}, \"&denom\"] } \n },\n \"b11_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[11]\"}, \"&denom\"] } \n },\n \"b11_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[11]\"}, \"&denom\"] } \n },\n \"b11_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[11]\"}, \"&denom\"] } \n },\n \"b11_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[11]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[11]\", \"&TCC_EA_RDREQ[11]\"]}, null] } },\n \"b11_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[11]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[11]\", \"&TCC_EA_WRREQ[11]\"]}, null] } },\n \"b11_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[11]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[11]\", \"&TCC_EA_ATOMIC[11]\"]}, null]}},\n\n \"b11_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[11]\"}, \"&denom\"] }},\n \"b11_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[11]\"}, \"&denom\"] }},\n \"b11_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[11]\"}, \"&denom\"] }},\n \"b11_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[11]\"}, \"&denom\"] }},\n \"b11_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[11]\"}, \"&denom\"] }},\n \"b11_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[11]\"}, \"&denom\"] }},\n \"b11_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[11]\"}, \"&denom\"] }},\n\n\n \n \"b12_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[12]\", \"&TCC_MISS[12]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[12]\"]}, \n { \"$add\": [\"&TCC_HIT[12]\", \"&TCC_MISS[12]\"] }\n ] \n },\n null \n ] \n }\n },\n \"b12_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[12]\"}, \"&denom\"] } \n },\n \"b12_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[12]\"}, \"&denom\"] } \n },\n \"b12_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[12]\"}, \"&denom\"] } \n },\n \"b12_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[12]\"}, \"&denom\"] } \n },\n \"b12_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[12]\"}, \"&denom\"] } \n },\n \"b12_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[12]\"}, \"&denom\"] } \n },\n \"b12_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[12]\"}, \"&denom\"] } \n },\n \"b12_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[12]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[12]\", \"&TCC_EA_RDREQ[12]\"]}, null] } },\n \"b12_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[12]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[12]\", \"&TCC_EA_WRREQ[12]\"]}, null] } },\n \"b12_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[12]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[12]\", \"&TCC_EA_ATOMIC[12]\"]}, null]}},\n\n \"b12_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[12]\"}, \"&denom\"] }},\n \"b12_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[12]\"}, \"&denom\"] }},\n \"b12_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[12]\"}, \"&denom\"] }},\n \"b12_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[12]\"}, \"&denom\"] }},\n \"b12_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[12]\"}, \"&denom\"] }},\n \"b12_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[12]\"}, \"&denom\"] }},\n \"b12_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[12]\"}, \"&denom\"] }},\n\n\n \n \"b13_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[13]\", \"&TCC_MISS[13]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[13]\"]}, \n { \"$add\": [\"&TCC_HIT[13]\", \"&TCC_MISS[13]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b13_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[13]\"}, \"&denom\"] } \n },\n \"b13_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[13]\"}, \"&denom\"] } \n },\n \"b13_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[13]\"}, \"&denom\"] } \n },\n \"b13_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[13]\"}, \"&denom\"] } \n },\n \"b13_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[13]\"}, \"&denom\"] } \n },\n \"b13_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[13]\"}, \"&denom\"] }\n },\n \"b13_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[13]\"}, \"&denom\"] } \n },\n \"b13_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[13]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[13]\", \"&TCC_EA_RDREQ[13]\"]}, null] } },\n \"b13_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[13]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[13]\", \"&TCC_EA_WRREQ[13]\"]}, null] } },\n \"b13_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[13]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[13]\", \"&TCC_EA_ATOMIC[13]\"]}, null]}},\n\n \"b13_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[13]\"}, \"&denom\"] }},\n \"b13_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[13]\"}, \"&denom\"] }},\n \"b13_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[13]\"}, \"&denom\"] }},\n \"b13_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[13]\"}, \"&denom\"] }},\n \"b13_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[13]\"}, \"&denom\"] }},\n \"b13_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[13]\"}, \"&denom\"] }},\n \"b13_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[13]\"}, \"&denom\"] }},\n\n\n \n \"b14_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[14]\", \"&TCC_MISS[14]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[14]\"]}, \n { \"$add\": [\"&TCC_HIT[14]\", \"&TCC_MISS[14]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b14_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[14]\"}, \"&denom\"] } \n },\n \"b14_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[14]\"}, \"&denom\"] } \n },\n \"b14_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[14]\"}, \"&denom\"] } \n },\n \"b14_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[14]\"}, \"&denom\"] } \n },\n \"b14_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[14]\"}, \"&denom\"] } \n },\n \"b14_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[14]\"}, \"&denom\"] } \n },\n \"b14_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[14]\"}, \"&denom\"] } \n },\n \"b14_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[14]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[14]\", \"&TCC_EA_RDREQ[14]\"]}, null] } },\n \"b14_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[14]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[14]\", \"&TCC_EA_WRREQ[14]\"]}, null] } },\n \"b14_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[14]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[14]\", \"&TCC_EA_ATOMIC[14]\"]}, null]}},\n\n \"b14_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[14]\"}, \"&denom\"] }},\n \"b14_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[14]\"}, \"&denom\"] }},\n \"b14_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[14]\"}, \"&denom\"] }},\n \"b14_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[14]\"}, \"&denom\"] }},\n \"b14_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[14]\"}, \"&denom\"] }},\n \"b14_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[14]\"}, \"&denom\"] }},\n \"b14_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[14]\"}, \"&denom\"] }},\n\n\n \n \"b15_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[15]\", \"&TCC_MISS[15]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[15]\"]}, \n { \"$add\": [\"&TCC_HIT[15]\", \"&TCC_MISS[15]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b15_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[15]\"}, \"&denom\"] } \n },\n \"b15_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[15]\"}, \"&denom\"] } \n },\n \"b15_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[15]\"}, \"&denom\"] } \n },\n \"b15_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[15]\"}, \"&denom\"] } \n },\n \"b15_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[15]\"}, \"&denom\"] } \n },\n \"b15_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[15]\"}, \"&denom\"] } \n },\n \"b15_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[15]\"}, \"&denom\"] }\n },\n \"b15_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[15]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[15]\", \"&TCC_EA_RDREQ[15]\"]}, null] } },\n \"b15_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[15]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[15]\", \"&TCC_EA_WRREQ[15]\"]}, null] } },\n \"b15_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[15]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[15]\", \"&TCC_EA_ATOMIC[15]\"]}, null]}},\n\n \"b15_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[15]\"}, \"&denom\"] }},\n \"b15_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[15]\"}, \"&denom\"] }},\n \"b15_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[15]\"}, \"&denom\"] }},\n \"b15_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[15]\"}, \"&denom\"] }},\n \"b15_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[15]\"}, \"&denom\"] }},\n \"b15_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[15]\"}, \"&denom\"] }},\n \"b15_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[15]\"}, \"&denom\"] }}\n \n }},\n {\"$set\": {\n \"array\": [\n {\n \"Channel\": \"0\",\n \"Hit Rate\": \"&b0_hitRate\",\n \"Req\": \"&b0_req\",\n \"Read Req\": \"&b0_readReq\",\n \"Write Req\": \"&b0_writeReq\",\n \"AtomicReq\": \"&b0_atomicReq\",\n \"EA Read Req\": \"&b0_eaReadReq\",\n \"EA Write Req\": \"&b0_eaWriteReq\",\n \"EA AtomicReq\": \"&b0_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b0_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b0_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b0_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b0_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b0_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b0_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b0_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b0_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b0_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b0_ea_write_stall_too_many\"\n },\n {\n \"Channel\": \"1\",\n \"Hit Rate\": \"&b1_hitRate\",\n \"Req\": \"&b1_req\",\n \"Read Req\": \"&b1_readReq\",\n \"Write Req\": \"&b1_writeReq\",\n \"AtomicReq\": \"&b1_atomicReq\",\n \"EA Read Req\": \"&b1_eaReadReq\",\n \"EA Write Req\": \"&b1_eaWriteReq\",\n \"EA AtomicReq\": \"&b1_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b1_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b1_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b1_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b1_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b1_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b1_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b1_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b1_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b1_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b1_ea_write_stall_too_many\"\n },\n {\n \"Channel\": \"2\",\n \"Hit Rate\": \"&b2_hitRate\",\n \"Req\": \"&b2_req\",\n \"Read Req\": \"&b2_readReq\",\n \"Write Req\": \"&b2_writeReq\",\n \"AtomicReq\": \"&b2_atomicReq\",\n \"EA Read Req\": \"&b2_eaReadReq\",\n \"EA Write Req\": \"&b2_eaWriteReq\",\n \"EA AtomicReq\": \"&b2_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b2_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b2_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b2_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b2_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b2_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b2_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b2_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b2_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b2_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b2_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"3\",\n \"Hit Rate\": \"&b3_hitRate\",\n \"Req\": \"&b3_req\",\n \"Read Req\": \"&b3_readReq\",\n \"Write Req\": \"&b3_writeReq\",\n \"AtomicReq\": \"&b3_atomicReq\",\n \"EA Read Req\": \"&b3_eaReadReq\",\n \"EA Write Req\": \"&b3_eaWriteReq\",\n \"EA AtomicReq\": \"&b3_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b3_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b3_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b3_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b3_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b3_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b3_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b3_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b3_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b3_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b3_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"4\",\n \"Hit Rate\": \"&b4_hitRate\",\n \"Req\": \"&b4_req\",\n \"Read Req\": \"&b4_readReq\",\n \"Write Req\": \"&b4_writeReq\",\n \"AtomicReq\": \"&b4_atomicReq\",\n \"EA Read Req\": \"&b4_eaReadReq\",\n \"EA Write Req\": \"&b4_eaWriteReq\",\n \"EA AtomicReq\": \"&b4_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b4_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b4_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b4_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b4_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b4_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b4_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b4_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b4_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b4_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b4_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"5\",\n \"Hit Rate\": \"&b5_hitRate\",\n \"Req\": \"&b5_req\",\n \"Read Req\": \"&b5_readReq\",\n \"Write Req\": \"&b5_writeReq\",\n \"AtomicReq\": \"&b5_atomicReq\",\n \"EA Read Req\": \"&b5_eaReadReq\",\n \"EA Write Req\": \"&b5_eaWriteReq\",\n \"EA AtomicReq\": \"&b5_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b5_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b5_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b5_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b5_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b5_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b5_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b5_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b5_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b5_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b5_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"6\",\n \"Hit Rate\": \"&b6_hitRate\",\n \"Req\": \"&b6_req\",\n \"Read Req\": \"&b6_readReq\",\n \"Write Req\": \"&b6_writeReq\",\n \"AtomicReq\": \"&b6_atomicReq\",\n \"EA Read Req\": \"&b6_eaReadReq\",\n \"EA Write Req\": \"&b6_eaWriteReq\",\n \"EA AtomicReq\": \"&b6_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b6_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b6_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b6_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b6_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b6_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b6_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b6_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b6_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b6_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": 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\"Req\": \"&b8_req\",\n \"Read Req\": \"&b8_readReq\",\n \"Write Req\": \"&b8_writeReq\",\n \"AtomicReq\": \"&b8_atomicReq\",\n \"EA Read Req\": \"&b8_eaReadReq\",\n \"EA Write Req\": \"&b8_eaWriteReq\",\n \"EA AtomicReq\": \"&b8_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b8_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b8_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b8_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b8_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b8_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b8_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b8_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b8_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b8_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b8_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"9\",\n \"Hit Rate\": \"&b9_hitRate\",\n \"Req\": \"&b9_req\",\n \"Read Req\": \"&b9_readReq\",\n \"Write Req\": \"&b9_writeReq\",\n \"AtomicReq\": \"&b9_atomicReq\",\n \"EA Read Req\": \"&b9_eaReadReq\",\n \"EA Write Req\": \"&b9_eaWriteReq\",\n \"EA AtomicReq\": \"&b9_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b9_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b9_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b9_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b9_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b9_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b9_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b9_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b9_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b9_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b9_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"10\",\n \"Hit Rate\": \"&b10_hitRate\",\n \"Req\": \"&b10_req\",\n \"Read Req\": \"&b10_readReq\",\n \"Write Req\": \"&b10_writeReq\",\n \"AtomicReq\": \"&b10_atomicReq\",\n \"EA Read Req\": \"&b10_eaReadReq\",\n \"EA Write Req\": 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"teal", + "Name": "EA Read Lat - cycles", + "Selected": true + } + ], + "datasource": {}, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 73 + }, + "id": 70, + "targets": [ + { + "datasource": { + "type": "amd-miperf-data-plugin", + "uid": "Zzw1yR27k" + }, + "rawQuery": true, + "refId": "A", + "target": "${Workload1}.pmc_perf.aggregate([\n {\"$match\": {\n \"Index\": { \"$in\": [${DispatchIDFilter:raw}] },\n \"gpu-id\": { \"$in\": [${gpuFilter:raw}] },\n \"KernelName\": { \"$in\": ${KernelNameFilter:json}}\n }},\n\n {\"$addFields\": {\n \"denom\": {\n \"$switch\" : {\n \"branches\": [\n {\n \"case\": { \"$eq\": [ $normUnit, \"per Wave\"]} ,\n \"then\": \"&SQ_WAVES\"\n },\n {\n \"case\": { \"$eq\": [ $normUnit, \"per Cycle\"]} ,\n \"then\": \"&GRBM_GUI_ACTIVE\"\n },\n {\n \"case\": { \"$eq\": [ $normUnit, \"per Sec\"]} ,\n \"then\": {\"$divide\":[{\"$subtract\": [\"&EndNs\", \"&BeginNs\" ]}, 1000000000]}\n }\n ],\n \"default\": 1\n } \n } \n }},\n\n {\"$group\": {\n \"_id\": null,\n \"b16_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[16]\", \"&TCC_MISS[16]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[16]\"]}, \n { \"$add\": [\"&TCC_HIT[16]\", \"&TCC_MISS[16]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b16_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[16]\"}, \"&denom\"] } \n },\n \"b16_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[16]\"}, \"&denom\"] } \n },\n \"b16_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[16]\"}, \"&denom\"] } \n },\n \"b16_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[16]\"}, \"&denom\"] } \n },\n \"b16_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[16]\"}, \"&denom\"] }\n },\n \"b16_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[16]\"}, \"&denom\"] } \n },\n \"b16_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[16]\"}, \"&denom\"] } \n },\n\n \"b16_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[16]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[16]\", \"&TCC_EA_RDREQ[16]\"]}, null] } },\n \"b16_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[16]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[16]\", \"&TCC_EA_WRREQ[16]\"]}, null] } },\n \"b16_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[16]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[16]\", \"&TCC_EA_ATOMIC[16]\"]}, null]}},\n \"b16_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[16]\"}, \"&denom\"] }},\n \"b16_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[16]\"}, \"&denom\"] }},\n \"b16_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[16]\"}, \"&denom\"] }},\n \"b16_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[16]\"}, \"&denom\"] }},\n \"b16_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[16]\"}, \"&denom\"] }},\n \"b16_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[16]\"}, \"&denom\"] }},\n \"b16_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[16]\"}, \"&denom\"] }},\n\n \n \"b17_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[17]\", \"&TCC_MISS[17]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[17]\"]}, \n { \"$add\": [\"&TCC_HIT[17]\", \"&TCC_MISS[17]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b17_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[17]\"}, \"&denom\"] } \n },\n \"b17_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[17]\"}, \"&denom\"] } \n },\n \"b17_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[17]\"}, \"&denom\"] } \n },\n \"b17_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[17]\"}, \"&denom\"] } \n },\n \"b17_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[17]\"}, \"&denom\"] }\n },\n \"b17_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[17]\"}, \"&denom\"] } \n },\n \"b17_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[17]\"}, \"&denom\"] } \n },\n \"b17_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[17]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[17]\", \"&TCC_EA_RDREQ[17]\"]}, null] } },\n \"b17_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[17]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[17]\", \"&TCC_EA_WRREQ[17]\"]}, null] } },\n \"b17_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[17]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[17]\", \"&TCC_EA_ATOMIC[17]\"]}, null]}},\n \"b17_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[17]\"}, \"&denom\"] }},\n \"b17_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[17]\"}, \"&denom\"] }},\n \"b17_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[17]\"}, \"&denom\"] }},\n \"b17_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[17]\"}, \"&denom\"] }},\n \"b17_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[17]\"}, \"&denom\"] }},\n \"b17_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[17]\"}, \"&denom\"] }},\n \"b17_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[17]\"}, \"&denom\"] }},\n\n \n \"b18_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[18]\", \"&TCC_MISS[18]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[18]\"]}, \n { \"$add\": [\"&TCC_HIT[18]\", \"&TCC_MISS[18]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b18_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[18]\"}, \"&denom\"] }\n },\n \"b18_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[18]\"}, \"&denom\"] } \n },\n \"b18_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[18]\"}, \"&denom\"] }\n },\n \"b18_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[18]\"}, \"&denom\"] }\n },\n \"b18_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[18]\"}, \"&denom\"] }\n },\n \"b18_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[18]\"}, \"&denom\"] }\n },\n \"b18_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[18]\"}, \"&denom\"] }\n },\n \"b18_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[18]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[18]\", \"&TCC_EA_RDREQ[18]\"]}, null] } },\n \"b18_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[18]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[18]\", \"&TCC_EA_WRREQ[18]\"]}, null] } },\n \"b18_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[18]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[18]\", \"&TCC_EA_ATOMIC[18]\"]}, null]}},\n \"b18_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[18]\"}, \"&denom\"] }},\n \"b18_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[18]\"}, \"&denom\"] }},\n \"b18_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[18]\"}, \"&denom\"] }},\n \"b18_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[18]\"}, \"&denom\"] }},\n \"b18_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[18]\"}, \"&denom\"] }},\n \"b18_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[18]\"}, \"&denom\"] }},\n \"b18_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[18]\"}, \"&denom\"] }},\n\n \n \"b19_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[19]\", \"&TCC_MISS[19]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[19]\"]}, \n { \"$add\": [\"&TCC_HIT[19]\", \"&TCC_MISS[19]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b19_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[19]\"}, \"&denom\"] } \n },\n \"b19_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[19]\"}, \"&denom\"] } \n },\n \"b19_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[19]\"}, \"&denom\"] }\n },\n \"b19_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[19]\"}, \"&denom\"] }\n },\n \"b19_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[19]\"}, \"&denom\"] }\n },\n \"b19_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[19]\"}, \"&denom\"] }\n },\n \"b19_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[19]\"}, \"&denom\"] } \n },\n \"b19_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[19]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[19]\", \"&TCC_EA_RDREQ[19]\"]}, null] } },\n \"b19_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[19]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[19]\", \"&TCC_EA_WRREQ[19]\"]}, null] } },\n \"b19_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[19]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[19]\", \"&TCC_EA_ATOMIC[19]\"]}, null]}},\n \"b19_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[19]\"}, \"&denom\"] }},\n \"b19_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[19]\"}, \"&denom\"] }},\n \"b19_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[19]\"}, \"&denom\"] }},\n \"b19_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[19]\"}, \"&denom\"] }},\n \"b19_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[19]\"}, \"&denom\"] }},\n \"b19_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[19]\"}, \"&denom\"] }},\n \"b19_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[19]\"}, \"&denom\"] }},\n\n \n \"b20_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[20]\", \"&TCC_MISS[20]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[20]\"]}, \n { \"$add\": [\"&TCC_HIT[20]\", \"&TCC_MISS[20]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b20_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[20]\"}, \"&denom\"] } \n },\n \"b20_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[20]\"}, \"&denom\"] } \n },\n \"b20_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[20]\"}, \"&denom\"] }\n },\n \"b20_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[20]\"}, \"&denom\"] } \n },\n \"b20_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[20]\"}, \"&denom\"] } \n },\n \"b20_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[20]\"}, \"&denom\"] } \n },\n \"b20_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[20]\"}, \"&denom\"] } \n },\n \"b20_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[20]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[20]\", \"&TCC_EA_RDREQ[20]\"]}, null] } },\n \"b20_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[20]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[20]\", \"&TCC_EA_WRREQ[20]\"]}, null] } },\n \"b20_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[20]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[20]\", \"&TCC_EA_ATOMIC[20]\"]}, null]}},\n \"b20_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[20]\"}, \"&denom\"] }},\n \"b20_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[20]\"}, \"&denom\"] }},\n \"b20_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[20]\"}, \"&denom\"] }},\n \"b20_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[20]\"}, \"&denom\"] }},\n \"b20_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[20]\"}, \"&denom\"] }},\n \"b20_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[20]\"}, \"&denom\"] }},\n \"b20_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[20]\"}, \"&denom\"] }},\n\n \n\n \"b21_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[21]\", \"&TCC_MISS[21]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[21]\"]}, \n { \"$add\": [\"&TCC_HIT[21]\", \"&TCC_MISS[21]\"] }\n ] \n },\n null \n ] \n }\n },\n \"b21_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[21]\"}, \"&denom\"] } \n },\n \"b21_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[21]\"}, \"&denom\"] } \n },\n \"b21_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[21]\"}, \"&denom\"] } \n },\n \"b21_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[21]\"}, \"&denom\"] } \n },\n \"b21_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[21]\"}, \"&denom\"] } \n },\n \"b21_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[21]\"}, \"&denom\"] } \n },\n \"b21_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[21]\"}, \"&denom\"] } \n },\n \"b21_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[21]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[21]\", \"&TCC_EA_RDREQ[21]\"]}, null] } },\n \"b21_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[21]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[21]\", \"&TCC_EA_WRREQ[21]\"]}, null] } },\n \"b21_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[21]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[21]\", \"&TCC_EA_ATOMIC[21]\"]}, null]}},\n \"b21_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[21]\"}, \"&denom\"] }},\n \"b21_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[21]\"}, \"&denom\"] }},\n \"b21_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[21]\"}, \"&denom\"] }},\n \"b21_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[21]\"}, \"&denom\"] }},\n \"b21_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[21]\"}, \"&denom\"] }},\n \"b21_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[21]\"}, \"&denom\"] }},\n \"b21_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[21]\"}, \"&denom\"] }},\n\n \n\n \"b22_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[22]\", \"&TCC_MISS[22]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[22]\"]}, \n { \"$add\": [\"&TCC_HIT[22]\", \"&TCC_MISS[22]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b22_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[22]\"}, \"&denom\"] } \n },\n \"b22_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[22]\"}, \"&denom\"] } \n },\n \"b22_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[22]\"}, \"&denom\"] } \n },\n \"b22_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[22]\"}, \"&denom\"] } \n },\n \"b22_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[22]\"}, \"&denom\"] } \n },\n \"b22_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[22]\"}, \"&denom\"] }\n },\n \"b22_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[22]\"}, \"&denom\"] } \n },\n \"b22_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[22]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[22]\", \"&TCC_EA_RDREQ[22]\"]}, null] } },\n \"b22_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[22]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[22]\", \"&TCC_EA_WRREQ[22]\"]}, null] } },\n \"b22_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[22]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[22]\", \"&TCC_EA_ATOMIC[22]\"]}, null]}},\n \"b22_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[22]\"}, \"&denom\"] }},\n \"b22_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[22]\"}, \"&denom\"] }},\n \"b22_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[22]\"}, \"&denom\"] }},\n \"b22_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[22]\"}, \"&denom\"] }},\n \"b22_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[22]\"}, \"&denom\"] }},\n \"b22_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[22]\"}, \"&denom\"] }},\n \"b22_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[22]\"}, \"&denom\"] }},\n\n \n\n \"b23_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[23]\", \"&TCC_MISS[23]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[23]\"]}, \n { \"$add\": [\"&TCC_HIT[23]\", \"&TCC_MISS[23]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b23_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[23]\"}, \"&denom\"] } \n },\n \"b23_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[23]\"}, \"&denom\"] } \n },\n \"b23_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[23]\"}, \"&denom\"] } \n },\n \"b23_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[23]\"}, \"&denom\"] } \n },\n \"b23_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[23]\"}, \"&denom\"] } \n },\n \"b23_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[23]\"}, \"&denom\"] }\n },\n \"b23_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[23]\"}, \"&denom\"] } \n },\n \"b23_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[23]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[23]\", \"&TCC_EA_RDREQ[23]\"]}, null] } },\n \"b23_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[23]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[23]\", \"&TCC_EA_WRREQ[23]\"]}, null] } },\n \"b23_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[23]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[23]\", \"&TCC_EA_ATOMIC[23]\"]}, null]}},\n \"b23_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[23]\"}, \"&denom\"] }},\n \"b23_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[23]\"}, \"&denom\"] }},\n \"b23_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[23]\"}, \"&denom\"] }},\n \"b23_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[23]\"}, \"&denom\"] }},\n \"b23_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[23]\"}, \"&denom\"] }},\n \"b23_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[23]\"}, \"&denom\"] }},\n \"b23_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[23]\"}, \"&denom\"] }},\n\n \n \"b24_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[24]\", \"&TCC_MISS[24]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[24]\"]}, \n { \"$add\": [\"&TCC_HIT[24]\", \"&TCC_MISS[24]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b24_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[24]\"}, \"&denom\"] } \n },\n \"b24_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[24]\"}, \"&denom\"] } \n },\n \"b24_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[24]\"}, \"&denom\"] } \n },\n \"b24_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[24]\"}, \"&denom\"] } \n },\n \"b24_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[24]\"}, \"&denom\"] } \n },\n \"b24_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[24]\"}, \"&denom\"] } \n },\n \"b24_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[24]\"}, \"&denom\"] } \n },\n \"b24_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[24]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[24]\", \"&TCC_EA_RDREQ[24]\"]}, null] } },\n \"b24_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[24]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[24]\", \"&TCC_EA_WRREQ[24]\"]}, null] } },\n \"b24_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[24]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[24]\", \"&TCC_EA_ATOMIC[24]\"]}, null]}},\n \"b24_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[24]\"}, \"&denom\"] }},\n \"b24_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[24]\"}, \"&denom\"] }},\n \"b24_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[24]\"}, \"&denom\"] }},\n \"b24_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[24]\"}, \"&denom\"] }},\n \"b24_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[24]\"}, \"&denom\"] }},\n \"b24_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[24]\"}, \"&denom\"] }},\n \"b24_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[24]\"}, \"&denom\"] }},\n\n \n \"b25_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[25]\", \"&TCC_MISS[25]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[25]\"]}, \n { \"$add\": [\"&TCC_HIT[25]\", \"&TCC_MISS[25]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b25_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[25]\"}, \"&denom\"] } \n },\n \"b25_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[25]\"}, \"&denom\"] } \n },\n \"b25_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[25]\"}, \"&denom\"] } \n },\n \"b25_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[25]\"}, \"&denom\"] } \n },\n \"b25_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[25]\"}, \"&denom\"] } \n },\n \"b25_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[25]\"}, \"&denom\"] } \n },\n \"b25_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[25]\"}, \"&denom\"] } \n },\n \"b25_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[25]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[25]\", \"&TCC_EA_RDREQ[25]\"]}, null] } },\n \"b25_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[25]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[25]\", \"&TCC_EA_WRREQ[25]\"]}, null] } },\n \"b25_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[25]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[25]\", \"&TCC_EA_ATOMIC[25]\"]}, null]}},\n \"b25_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[25]\"}, \"&denom\"] }},\n \"b25_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[25]\"}, \"&denom\"] }},\n \"b25_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[25]\"}, \"&denom\"] }},\n \"b25_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[25]\"}, \"&denom\"] }},\n \"b25_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[25]\"}, \"&denom\"] }},\n \"b25_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[25]\"}, \"&denom\"] }},\n \"b25_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[25]\"}, \"&denom\"] }},\n\n \n \"b26_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[26]\", \"&TCC_MISS[26]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[26]\"]}, \n { \"$add\": [\"&TCC_HIT[26]\", \"&TCC_MISS[26]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b26_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[26]\"}, \"&denom\"] } \n },\n \"b26_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[26]\"}, \"&denom\"] } \n },\n \"b26_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[26]\"}, \"&denom\"] } \n },\n \"b26_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[26]\"}, \"&denom\"] } \n },\n \"b26_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[26]\"}, \"&denom\"] } \n },\n \"b26_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[26]\"}, \"&denom\"] } \n },\n \"b26_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[26]\"}, \"&denom\"] } \n },\n \"b26_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[26]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[26]\", \"&TCC_EA_RDREQ[26]\"]}, null] } },\n \"b26_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[26]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[26]\", \"&TCC_EA_WRREQ[26]\"]}, null] } },\n \"b26_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[26]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[26]\", \"&TCC_EA_ATOMIC[26]\"]}, null]}},\n \"b26_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[26]\"}, \"&denom\"] }},\n \"b26_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[26]\"}, \"&denom\"] }},\n \"b26_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[26]\"}, \"&denom\"] }},\n \"b26_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[26]\"}, \"&denom\"] }},\n \"b26_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[26]\"}, \"&denom\"] }},\n \"b26_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[26]\"}, \"&denom\"] }},\n \"b26_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[26]\"}, \"&denom\"] }},\n\n \n \"b27_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[27]\", \"&TCC_MISS[27]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[27]\"]}, \n { \"$add\": [\"&TCC_HIT[27]\", \"&TCC_MISS[27]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b27_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[27]\"}, \"&denom\"] } \n },\n \"b27_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[27]\"}, \"&denom\"] } \n },\n \"b27_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[27]\"}, \"&denom\"] } \n },\n \"b27_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[27]\"}, \"&denom\"] } \n },\n \"b27_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[27]\"}, \"&denom\"] } \n },\n \"b27_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[27]\"}, \"&denom\"] } \n },\n \"b27_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[27]\"}, \"&denom\"] } \n },\n \"b27_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[27]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[27]\", \"&TCC_EA_RDREQ[27]\"]}, null] } },\n \"b27_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[27]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[27]\", \"&TCC_EA_WRREQ[27]\"]}, null] } },\n \"b27_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[27]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[27]\", \"&TCC_EA_ATOMIC[27]\"]}, null]}},\n \"b27_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[27]\"}, \"&denom\"] }},\n \"b27_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[27]\"}, \"&denom\"] }},\n \"b27_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[27]\"}, \"&denom\"] }},\n \"b27_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[27]\"}, \"&denom\"] }},\n \"b27_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[27]\"}, \"&denom\"] }},\n \"b27_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[27]\"}, \"&denom\"] }},\n \"b27_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[27]\"}, \"&denom\"] }},\n\n \n \"b28_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[28]\", \"&TCC_MISS[28]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[28]\"]}, \n { \"$add\": [\"&TCC_HIT[28]\", \"&TCC_MISS[28]\"] }\n ] \n },\n null \n ] \n }\n },\n \"b28_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[28]\"}, \"&denom\"] } \n },\n \"b28_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[28]\"}, \"&denom\"] } \n },\n \"b28_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[28]\"}, \"&denom\"] } \n },\n \"b28_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[28]\"}, \"&denom\"] } \n },\n \"b28_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[28]\"}, \"&denom\"] } \n },\n \"b28_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[28]\"}, \"&denom\"] } \n },\n \"b28_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[28]\"}, \"&denom\"] } \n },\n \"b28_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[28]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[28]\", \"&TCC_EA_RDREQ[28]\"]}, null] } },\n \"b28_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[28]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[28]\", \"&TCC_EA_WRREQ[28]\"]}, null] } },\n \"b28_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[28]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[28]\", \"&TCC_EA_ATOMIC[28]\"]}, null]}},\n \"b28_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[28]\"}, \"&denom\"] }},\n \"b28_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[28]\"}, \"&denom\"] }},\n \"b28_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[28]\"}, \"&denom\"] }},\n \"b28_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[28]\"}, \"&denom\"] }},\n \"b28_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[28]\"}, \"&denom\"] }},\n \"b28_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[28]\"}, \"&denom\"] }},\n \"b28_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[28]\"}, \"&denom\"] }},\n\n \n \"b29_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[29]\", \"&TCC_MISS[29]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[29]\"]}, \n { \"$add\": [\"&TCC_HIT[29]\", \"&TCC_MISS[29]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b29_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[29]\"}, \"&denom\"] } \n },\n \"b29_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[29]\"}, \"&denom\"] } \n },\n \"b29_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[29]\"}, \"&denom\"] } \n },\n \"b29_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[29]\"}, \"&denom\"] } \n },\n \"b29_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[29]\"}, \"&denom\"] } \n },\n \"b29_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[29]\"}, \"&denom\"] }\n },\n \"b29_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[29]\"}, \"&denom\"] } \n },\n \"b29_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[29]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[29]\", \"&TCC_EA_RDREQ[29]\"]}, null] } },\n \"b29_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[29]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[29]\", \"&TCC_EA_WRREQ[29]\"]}, null] } },\n \"b29_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[29]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[29]\", \"&TCC_EA_ATOMIC[29]\"]}, null]}},\n \"b29_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[29]\"}, \"&denom\"] }},\n \"b29_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[29]\"}, \"&denom\"] }},\n \"b29_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[29]\"}, \"&denom\"] }},\n \"b29_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[29]\"}, \"&denom\"] }},\n \"b29_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[29]\"}, \"&denom\"] }},\n \"b29_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[29]\"}, \"&denom\"] }},\n \"b29_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[29]\"}, \"&denom\"] }},\n\n \n \"b30_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[30]\", \"&TCC_MISS[30]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[30]\"]}, \n { \"$add\": [\"&TCC_HIT[30]\", \"&TCC_MISS[30]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b30_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[30]\"}, \"&denom\"] } \n },\n \"b30_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[30]\"}, \"&denom\"] } \n },\n \"b30_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[30]\"}, \"&denom\"] } \n },\n \"b30_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[30]\"}, \"&denom\"] } \n },\n \"b30_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[30]\"}, \"&denom\"] } \n },\n \"b30_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[30]\"}, \"&denom\"] } \n },\n \"b30_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[30]\"}, \"&denom\"] } \n },\n \"b30_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[30]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[30]\", \"&TCC_EA_RDREQ[30]\"]}, null] } },\n \"b30_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[30]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[30]\", \"&TCC_EA_WRREQ[30]\"]}, null] } },\n \"b30_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[30]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[30]\", \"&TCC_EA_ATOMIC[30]\"]}, null]}},\n \"b30_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[30]\"}, \"&denom\"] }},\n \"b30_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[30]\"}, \"&denom\"] }},\n \"b30_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[30]\"}, \"&denom\"] }},\n \"b30_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[30]\"}, \"&denom\"] }},\n \"b30_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[30]\"}, \"&denom\"] }},\n \"b30_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[30]\"}, \"&denom\"] }},\n \"b30_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[30]\"}, \"&denom\"] }},\n\n \n \"b31_hitRate\": {\n \"$avg\":{ \n \"$cond\": [ \n {\"$ne\": [{ \"$add\": [\"&TCC_HIT[31]\", \"&TCC_MISS[31]\"] }, 0]}, \n {\"$divide\": [\n { \"$multiply\": [100, \"&TCC_HIT[31]\"]}, \n { \"$add\": [\"&TCC_HIT[31]\", \"&TCC_MISS[31]\"] }\n ] \n },\n null\n ] \n }\n },\n \"b31_req\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_REQ[31]\"}, \"&denom\"] } \n },\n \"b31_readReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_READ[31]\"}, \"&denom\"] } \n },\n \"b31_writeReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_WRITE[31]\"}, \"&denom\"] } \n },\n \"b31_atomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_ATOMIC[31]\"}, \"&denom\"] } \n },\n \"b31_eaReadReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ[31]\"}, \"&denom\"] } \n },\n \"b31_eaWriteReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ[31]\"}, \"&denom\"] } \n },\n \"b31_eaAtomicReq\": {\n \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_ATOMIC[31]\"}, \"&denom\"] }\n },\n \"b31_eaReadLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_RDREQ[31]\", 0]}, {\"$divide\": [\"&TCC_EA_RDREQ_LEVEL[31]\", \"&TCC_EA_RDREQ[31]\"]}, null] } },\n \"b31_eaWriteLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_WRREQ[31]\", 0]}, {\"$divide\": [\"&TCC_EA_WRREQ_LEVEL[31]\", \"&TCC_EA_WRREQ[31]\"]}, null] } },\n \"b31_eaAtomicLat\": { \"$avg\": {\"$cond\": [{\"$ne\": [\"&TCC_EA_ATOMIC[31]\", 0]}, {\"$divide\": [\"&TCC_EA_ATOMIC_LEVEL[31]\", \"&TCC_EA_ATOMIC[31]\"]}, null]}},\n \"b31_ea_read_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_IO_CREDIT_STALL[31]\"}, \"&denom\"] }},\n \"b31_ea_read_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_GMI_CREDIT_STALL[31]\"}, \"&denom\"] }},\n \"b31_ea_read_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_RDREQ_DRAM_CREDIT_STALL[31]\"}, \"&denom\"] }},\n \"b31_ea_write_stall_io_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_IO_CREDIT_STALL[31]\"}, \"&denom\"] }},\n \"b31_ea_write_stall_gmi_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_GMI_CREDIT_STALL[31]\"}, \"&denom\"] }},\n \"b31_ea_write_stall_dram_credit\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_EA_WRREQ_DRAM_CREDIT_STALL[31]\"}, \"&denom\"] }},\n \"b31_ea_write_stall_too_many\": { \"$avg\":{ \"$divide\":[{\"$toInt\": \"&TCC_TOO_MANY_EA_WRREQS_STALL[31]\"}, \"&denom\"] }}\n\n \n }},\n {\"$set\": {\n \"array\": [\n {\n \"Channel\": \"16\",\n \"Hit Rate\": \"&b16_hitRate\",\n \"Req\": \"&b16_req\",\n \"Read Req\": \"&b16_readReq\",\n \"Write Req\": \"&b16_writeReq\",\n \"AtomicReq\": \"&b16_atomicReq\",\n \"EA Read Req\": \"&b16_eaReadReq\",\n \"EA Write Req\": \"&b16_eaWriteReq\",\n \"EA AtomicReq\": \"&b16_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b16_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b16_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b16_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b16_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b16_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b16_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b16_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b16_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b16_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b16_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"17\",\n \"Hit Rate\": \"&b17_hitRate\",\n \"Req\": \"&b17_req\",\n \"Read Req\": \"&b17_readReq\",\n \"Write Req\": \"&b17_writeReq\",\n \"AtomicReq\": \"&b17_atomicReq\",\n \"EA Read Req\": \"&b17_eaReadReq\",\n \"EA Write Req\": \"&b17_eaWriteReq\",\n \"EA AtomicReq\": \"&b17_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b17_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b17_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b17_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b17_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b17_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b17_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b17_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b17_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b17_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b17_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"18\",\n \"Hit Rate\": \"&b18_hitRate\",\n \"Req\": \"&b18_req\",\n \"Read Req\": \"&b18_readReq\",\n \"Write Req\": \"&b18_writeReq\",\n \"AtomicReq\": \"&b18_atomicReq\",\n \"EA Read Req\": \"&b18_eaReadReq\",\n \"EA Write Req\": \"&b18_eaWriteReq\",\n \"EA AtomicReq\": \"&b18_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b18_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b18_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b18_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b18_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b18_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b18_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b18_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b18_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b18_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b18_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"19\",\n \"Hit Rate\": \"&b19_hitRate\",\n \"Req\": \"&b19_req\",\n \"Read Req\": \"&b19_readReq\",\n \"Write Req\": \"&b19_writeReq\",\n \"AtomicReq\": \"&b19_atomicReq\",\n \"EA Read Req\": \"&b19_eaReadReq\",\n \"EA Write Req\": \"&b19_eaWriteReq\",\n \"EA AtomicReq\": \"&b19_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b19_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b19_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b19_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b19_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b19_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b19_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b19_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b19_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b19_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b19_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"20\",\n \"Hit Rate\": \"&b20_hitRate\",\n \"Req\": \"&b20_req\",\n \"Read Req\": \"&b20_readReq\",\n \"Write Req\": \"&b20_writeReq\",\n \"AtomicReq\": \"&b20_atomicReq\",\n \"EA Read Req\": \"&b20_eaReadReq\",\n \"EA Write Req\": \"&b20_eaWriteReq\",\n \"EA AtomicReq\": \"&b20_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b20_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b20_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b20_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b20_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b20_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b20_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b20_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b20_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b20_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b20_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"21\",\n \"Hit Rate\": \"&b21_hitRate\",\n \"Req\": \"&b21_req\",\n \"Read Req\": \"&b21_readReq\",\n \"Write Req\": \"&b21_writeReq\",\n \"AtomicReq\": \"&b21_atomicReq\",\n \"EA Read Req\": \"&b21_eaReadReq\",\n \"EA Write Req\": \"&b21_eaWriteReq\",\n \"EA AtomicReq\": \"&b21_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b21_eaReadLat\",\n \"EA Write Lat - cycles\": \"&b21_eaWriteLat\",\n \"EA Atomic Lat - cycles\": \"&b21_eaAtomicLat\",\n \"EA Read Stall - IO\": \"&b21_ea_read_stall_io_credit\",\n \"EA Read Stall - GMI\": \"&b21_ea_read_stall_gmi_credit\",\n \"EA Read Stall - DRAM\": \"&b21_ea_read_stall_dram_credit\",\n \"EA Write Stall - IO\": \"&b21_ea_write_stall_io_credit\",\n \"EA Write Stall - GMI\": \"&b21_ea_write_stall_gmi_credit\",\n \"EA Write Stall - DRAM\": \"&b21_ea_write_stall_dram_credit\",\n \"EA Write Stall - Starve\": \"&b21_ea_write_stall_too_many\"\n\n },\n {\n \"Channel\": \"22\",\n \"Hit Rate\": \"&b22_hitRate\",\n \"Req\": \"&b22_req\",\n \"Read Req\": \"&b22_readReq\",\n \"Write Req\": \"&b22_writeReq\",\n \"AtomicReq\": \"&b22_atomicReq\",\n \"EA Read Req\": \"&b22_eaReadReq\",\n \"EA Write Req\": \"&b22_eaWriteReq\",\n \"EA AtomicReq\": \"&b22_eaAtomicReq\",\n \"EA Read Lat - cycles\": \"&b22_eaReadLat\",\n \"EA Write Lat 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L1D Cache, \nTexture Addr and Data, \nVector L1D Cache,\nL2 Cache", + "queryValue": "", + "skipUrlSync": false, + "type": "custom" + }, + { + "current": { + "selected": false, + "text": "32", + "value": "32" + }, + "definition": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&L2Banks\"\n }}\n]);", + "hide": 2, + "includeAll": false, + "label": "Baseline L2 Channels", + "multi": false, + "name": "L2Banks2", + "options": [], + "query": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&L2Banks\"\n }}\n]);", + "refresh": 1, + "regex": "", + "skipUrlSync": false, + "sort": 0, + "type": "query" + }, + { + "current": { + "selected": false, + "text": "8", + "value": "8" + }, + "definition": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&numSE\"\n }}\n]);", + "hide": 2, + "includeAll": false, + "label": "Baseline #SEs", + "multi": false, + "name": "numSE2", + "options": [], + "query": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": 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\"&maxWavesPerCU\"\n }}\n]);", + "refresh": 1, + "regex": "", + "skipUrlSync": false, + "sort": 0, + "type": "query" + }, + { + "current": { + "selected": false, + "text": "1700", + "value": "1700" + }, + "definition": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&sclk\"\n }}\n]);", + "hide": 2, + "includeAll": false, + "label": "Baseline SCLK (MHz)", + "multi": false, + "name": "sclk2", + "options": [], + "query": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&sclk\"\n }}\n]);", + "refresh": 1, + "regex": "", + "skipUrlSync": false, + "sort": 0, + "type": "query" + }, + { + "current": { + "selected": false, + "text": "56", + "value": "56" + }, + "definition": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&numSQC\"\n }}\n]);", + "hide": 2, + "includeAll": false, + "label": "Baseline #SQC", + "multi": false, + "name": "numSQC2", + "options": [], + "query": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&numSQC\"\n }}\n]);", + "refresh": 1, + "regex": "", + "skipUrlSync": false, + "sort": 0, + "type": "query" + }, + { + "current": { + "selected": false, + "text": "1638.4", + "value": "1638.4" + }, + "definition": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&hbmBW\"\n }}\n]);", + "hide": 2, + "includeAll": false, + "label": "Baseline HBM BW (GB/s)", + "multi": false, + "name": "hbmBW2", + "options": [], + "query": "$Workload2.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&hbmBW\"\n }}\n]);", + "refresh": 1, + "regex": "", + "skipUrlSync": false, + "sort": 0, + "type": "query" + }, + { + "current": { + "selected": false, + "text": "mi200", + "value": "mi200" + }, + "definition": "${Workload1}.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&name\"\n }}\n]);", + "hide": 2, + "includeAll": false, + "label": "SOC", + "multi": false, + "name": "soc", + "options": [], + "query": "${Workload1}.sysinfo.aggregate([\n {\"$group\": {\n \"_id\": \"&name\"\n }}\n]);", + "refresh": 1, + "regex": "", + "skipUrlSync": false, + "sort": 0, + "type": "query" + }, + { + "current": { + "selected": true, + "text": "5", + "value": "5" + }, + "hide": 0, + "includeAll": false, + "multi": false, + "name": "TopN", + "options": [ + { + "selected": false, + "text": "1", + "value": "1" + }, + { + "selected": true, + "text": "5", + "value": "5" + }, + { + "selected": false, + "text": "10", + "value": "10" + }, + { + "selected": false, + "text": "15", + "value": "15" + }, + { + "selected": false, + "text": "20", + "value": "20" + }, + { + "selected": false, + "text": "50", + "value": "50" + }, + { + "selected": false, + "text": "100", + "value": "100" + } + ], + "query": "1,5,10,15,20,50,100", + "queryValue": "", + "skipUrlSync": false, + "type": "custom" + } + ] + }, + "time": { + "from": "2021-11-04T14:21:39.749Z", + "to": "2021-11-08T14:21:39.749Z" + }, + "timepicker": {}, + "timezone": "", + "title": "Omniperf_v1.0.5_pub", + "uid": "MIPerf_v1_0_0630202211", + "version": 3, + "weekStart": "" +} \ No newline at end of file diff --git a/grafana_plugins/svg_plugin/package.json b/grafana_plugins/svg_plugin/package.json index 1908ef09ea..fb88025c1d 100644 --- a/grafana_plugins/svg_plugin/package.json +++ b/grafana_plugins/svg_plugin/package.json @@ -13,19 +13,19 @@ "author": "Audacious Software Group", "license": "MIT", "devDependencies": { - "@grafana/data": "latest", "@grafana/toolkit": "latest", - "@grafana/ui": "latest", - "emotion": "10.0.27" + "emotion": "10.0.27", + "react-monaco-editor": "^0.44.0", + "tslib": "^2.3.1" }, "engines": { "node": ">=14" }, "dependencies": { - "@grafana/runtime": "^8.1.1", - "@svgdotjs/svg.js": "^3.1.1", - "react-monaco-editor": "^0.44.0", - "tslib": "^2.3.1" + "@grafana/runtime": "9.1.2", + "@grafana/data": "9.1.2", + "@grafana/ui": "9.1.2", + "@svgdotjs/svg.js": "^3.1.1" }, "_comments": "Dependencies are not included as part of Omniperf. It's the user's responsibility to accept any licensing implications before building the project." } diff --git a/pyproject.toml b/pyproject.toml index 08ec85685d..933c110895 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -31,5 +31,5 @@ pythonpath = [ ".", "src", "src/utils", - "src/omniperf_cli/utils" + "src/omniperf_analyze/utils" ] diff --git a/src/docs/conf.py b/src/docs/conf.py index b967810f1d..2b5d2e62d0 100644 --- a/src/docs/conf.py +++ b/src/docs/conf.py @@ -52,6 +52,8 @@ extensions = [ "myst_parser", ] +myst_heading_anchors = 2 + # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] diff --git a/src/docs/getting_started.md b/src/docs/getting_started.md index a92581ef5f..c5c13d6322 100644 --- a/src/docs/getting_started.md +++ b/src/docs/getting_started.md @@ -69,7 +69,9 @@ Modes change the fundamental behavior of the Omniperf command line tool. Dependi - **Database**: Our detailed Grafana GUI is built on a MongoDB database. `--import` profiling results to the DB to interact with the workload in Grafana or `--remove` the workload from the DB. - Connection options will need to be specified. See the [*Omniperf Performance Analysis*](performance_analysis.md#omniperf-grafana-gui-import) section for more details on this. + Connection options will need to be specified. See the [*Grafana + Analysis*](grafana_analyzer.md#grafana-gui-import) import section + for more details on this. ```shell $ omniperf database --help diff --git a/src/docs/grafana_analyzer.md b/src/docs/grafana_analyzer.md index 5f9bcf46eb..1a05f6f0d9 100644 --- a/src/docs/grafana_analyzer.md +++ b/src/docs/grafana_analyzer.md @@ -68,6 +68,11 @@ The uniform color coding is applied to most visualizations (bars, table, diagram ## Grafana GUI Import The omniperf database `--import` option imports the raw profiling data to Grafana's backend MongoDB database. This step is only required for Grafana GUI based performance analysis. +Default username and password for MongoDB (to be used in database mode) are as follows: + + - Username: **temp** + - Password: **temp123** + Each workload is imported to a separate database with the following naming convention: omniperf___ diff --git a/src/docs/installation.md b/src/docs/installation.md index 124cec8699..65be7aa300 100644 --- a/src/docs/installation.md +++ b/src/docs/installation.md @@ -180,7 +180,7 @@ $ sudo docker-compose up -d > Note that TCP ports for Grafana (4000) and MongoDB (27017) in the docker container are mapped to 14000 and 27018, respectively, on the host side. ### Setup Grafana Instance -Once you've launced your docker container you should be able to reach Grafana at **http://\:1400**. The default login credentials for the first-time Grafana setup are: +Once you've launced your docker container you should be able to reach Grafana at **http://\:14000**. The default login credentials for the first-time Grafana setup are: - Username: **admin** - Password: **admin** diff --git a/src/docs/standalone_gui_analyzer.md b/src/docs/standalone_gui_analyzer.md index 08d0b2bf4d..db46253a89 100644 --- a/src/docs/standalone_gui_analyzer.md +++ b/src/docs/standalone_gui_analyzer.md @@ -41,7 +41,7 @@ Analyze Dash is running on http://0.0.0.0:8050/ - * Serving Flask app 'omniperf_cli.omniperf_cli' (lazy loading) + * Serving Flask app 'omniperf_analyze.omniperf_analyze' (lazy loading) * Environment: production WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead. diff --git a/src/omniperf b/src/omniperf index b21ec78cd2..f32b7abbb5 100755 --- a/src/omniperf +++ b/src/omniperf @@ -30,6 +30,7 @@ import glob import pandas as pd from datetime import datetime from pathlib import Path as path +import warnings from parser import parse from utils import specs @@ -37,7 +38,7 @@ from utils.perfagg import perfmon_filter, pmc_filter from utils import remove_workload from utils import csv_converter # Import workload from utils import plot_roofline # standalone roofline -from omniperf_cli.omniperf_cli import omniperf_cli # CLI analysis +from omniperf_analyze.omniperf_analyze import analyze # CLI analysis from common import ( OMNIPERF_HOME, @@ -51,6 +52,12 @@ from common import getVersion ################################################ # Helper Functions ################################################ +def run_subprocess(cmd): + subprocess.run( + cmd, + check=True + ) + def resolve_rocprof(): # ROCPROF INFO global rocprof_cmd @@ -71,6 +78,7 @@ def resolve_rocprof(): print("ROC Profiler: ", rocprof_path.stdout.decode("utf-8")) + def get_soc(): mspec = specs.get_machine_specs(0) @@ -108,20 +116,24 @@ def isWorkloadEmpty(my_parser, path): def replace_timestamps(workload_dir): df_stamps = pd.read_csv(workload_dir + "/timestamps.csv") - df_pmc_perf = pd.read_csv(workload_dir + "/pmc_perf.csv") + if "BeginNs" in df_stamps.columns and "EndNs" in df_stamps.columns: + df_pmc_perf = pd.read_csv(workload_dir + "/pmc_perf.csv") - df_pmc_perf["BeginNs"] = df_stamps["BeginNs"] - df_pmc_perf["EndNs"] = df_stamps["EndNs"] - df_pmc_perf.to_csv(workload_dir + "/pmc_perf.csv", index=False) + df_pmc_perf["BeginNs"] = df_stamps["BeginNs"] + df_pmc_perf["EndNs"] = df_stamps["EndNs"] + df_pmc_perf.to_csv(workload_dir + "/pmc_perf.csv", index=False) + else: + warnings.warn("WARNING: Incomplete profiling data detected. Unable to update timestamps.") -def gen_sysinfo(workload_name, workload_dir, ip_blocks, skip_roof): +def gen_sysinfo(workload_name, workload_dir, ip_blocks, app_cmd, skip_roof): # Record system information mspec = specs.get_machine_specs(0) sysinfo = open(workload_dir + "/" + "sysinfo.csv", "w") # write header header = "workload_name," + header += "command," header += "host_name,host_cpu,host_distro,host_kernel,host_rocmver,date," header += "gpu_soc,numSE,numCU,numSIMD,waveSize,maxWavesPerCU,maxWorkgroupSize," header += "L1,L2,sclk,mclk,cur_sclk,cur_mclk,L2Banks,name,numSQC,hbmBW," @@ -136,6 +148,7 @@ def gen_sysinfo(workload_name, workload_dir, ip_blocks, skip_roof): timestamp = now.strftime("%c") + " (" + local_tzname + ")" # host info param = [workload_name] + param += [app_cmd] param += [ mspec.hostname, mspec.cpu, @@ -195,10 +208,12 @@ def mongo_import(args, profileAndImport): csv_converter.convert_folder(connectionInfo, Extractionlvl) print("-- Complete! --") + ################################################ # Roofline Helpers ################################################ + def detect_roofline(): mspec = specs.get_machine_specs(0) rocm_ver = mspec.rocmversion[:1] @@ -212,7 +227,7 @@ def detect_roofline(): rooflineBinary = os.environ["ROOFLINE_BIN"] if os.path.exists(rooflineBinary): print("Detected user-supplied binary") - return {"rocm_ver":"override", "distro":"override", "path":rooflineBinary} + return {"rocm_ver": "override", "distro": "override", "path": rooflineBinary} else: print("ROOFLINE ERROR: user-supplied path to binary not accessible") print("--> ROOFLINE_BIN = %s\n" % target_binary) @@ -230,26 +245,34 @@ def detect_roofline(): print("ROOFLINE ERROR: Cannot find a valid binary for your operating system") sys.exit(1) - target_binary = { "rocm_ver":rocm_ver, "distro":distro } + target_binary = {"rocm_ver": rocm_ver, "distro": distro} return target_binary + def mibench(args): print("No roofline data found. Generating...") - + target_binary = detect_roofline() if target_binary["rocm_ver"] == "override": path_to_binary = target_binary["path"] else: - path_to_binary = str(OMNIPERF_HOME) + "/utils/rooflines/roofline" + "-" + DISTRO_MAP[target_binary["distro"]] + "-" + args.target.lower() + "-rocm" + target_binary["rocm_ver"] + path_to_binary = ( + str(OMNIPERF_HOME) + + "/utils/rooflines/roofline" + + "-" + + DISTRO_MAP[target_binary["distro"]] + + "-" + + args.target.lower() + + "-rocm" + + target_binary["rocm_ver"] + ) # Distro is valid but cant find rocm ver if not os.path.exists(path_to_binary): - print( - "ROOFLINE ERROR: ROCm version not supported." - ) + print("ROOFLINE ERROR: Unable to locate expected binary (%s)." % path_to_binary) sys.exit(1) - subprocess.run( + run_subprocess( [ path_to_binary, "-o", @@ -276,6 +299,7 @@ def characterize_app(path, cmd, verbose): print(fname) run_prof(fname, workload_dir, perfmon_dir, app_cmd, verbose) + ################################################ # Profiling Helpers ################################################ @@ -290,13 +314,11 @@ def run_prof(fname, workload_dir, perfmon_dir, cmd, verbose): print("pmc file:", os.path.basename(fname)) # profile the app - subprocess.run( + run_subprocess( [ rocprof_cmd, "-i", fname, - "-m", - perfmon_dir + "/" + "metrics.xml", "--timestamp", "on", "-o", @@ -306,7 +328,7 @@ def run_prof(fname, workload_dir, perfmon_dir, cmd, verbose): ) -def omniperf_profile(args,VER): +def omniperf_profile(args, VER): # Verify valid target if args.target not in SOC_LIST: parse.print_help(sys.stderr) @@ -335,7 +357,7 @@ def omniperf_profile(args,VER): for fname in glob.glob(workload_dir + "/perfmon/*.txt"): # Kernel filtering (in-place replacement) if not args.kernel == None: - subprocess.run( + run_subprocess( [ "sed", "-i", @@ -347,7 +369,7 @@ def omniperf_profile(args,VER): # Dispatch filtering (inplace replacement) if not args.dispatch == None: - subprocess.run( + run_subprocess( [ "sed", "-i", @@ -359,7 +381,7 @@ def omniperf_profile(args,VER): run_prof(fname, workload_dir, perfmon_dir, args.remaining, args.verbose) # run again with timestamps - subprocess.run( + run_subprocess( [ rocprof_cmd, # "-i", fname, @@ -376,7 +398,7 @@ def omniperf_profile(args,VER): replace_timestamps(workload_dir) # Generate sysinfo - gen_sysinfo(args.name, workload_dir, args.ipblocks, args.no_roof) + gen_sysinfo(args.name, workload_dir, args.ipblocks, args.remaining, args.no_roof) # Add tracing & roofline metrics (mi200 only) if args.target.lower() == "mi200": @@ -386,15 +408,25 @@ def omniperf_profile(args,VER): if target_binary["rocm_ver"] == "override": path_to_binary = target_binary["path"] else: - path_to_binary = str(OMNIPERF_HOME) + "/utils/rooflines/roofline" + "-" + DISTRO_MAP[target_binary["distro"]] + "-" + args.target.lower() + "-rocm" + target_binary["rocm_ver"] - # Distro is valid but cant find rocm ver + path_to_binary = ( + str(OMNIPERF_HOME) + + "/utils/rooflines/roofline" + + "-" + + DISTRO_MAP[target_binary["distro"]] + + "-" + + args.target.lower() + + "-rocm" + + target_binary["rocm_ver"] + ) + # Distro is valid but cant find valid binary if not os.path.exists(path_to_binary): print( - "ROOFLINE ERROR: ROCm version not supported." + "ROOFLINE ERROR: Unable to locate expected binary (%s))." + % path_to_binary ) sys.exit(1) - subprocess.run( + run_subprocess( [ path_to_binary, "-o", @@ -404,6 +436,7 @@ def omniperf_profile(args,VER): ] ) + ################################################ # MAIN ################################################ @@ -422,7 +455,7 @@ def main(): args = my_parser.parse_args() vData = getVersion() - VER = vData['version'] + VER = vData["version"] if args.mode == None: throw_parse_error( @@ -498,7 +531,7 @@ def main(): sysinfo_exists = os.path.isfile(sysinfo_path) if not sysinfo_exists: print("sysinfo not found") - gen_sysinfo(args.name, args.path, [], False) + gen_sysinfo(args.name, args.path, [], args.remaining, False) # does app data exist? print("Checking for pmc_perf.csv in ", args.path) @@ -512,7 +545,7 @@ def main(): if not args.remaining: throw_parse_error( my_parser, - "Cannot find existing application data.\nAttempting to generate application data from -c.\n--cmd option is required to generate application data.", + "Cannot find existing application data.\nAttempting to generate application data from -- .\n-- option is required to generate application data.", ) else: characterize_app(args.path, args.remaining, args.verbose) @@ -522,7 +555,7 @@ def main(): # Profile only else: print("\n-------------\nProfile only\n-------------\n") - omniperf_profile(args,VER) + omniperf_profile(args, VER) ############## # DATABASE MODE @@ -583,7 +616,7 @@ def main(): ############## if args.mode == "analyze": if args.list_metrics: - omniperf_cli(args) + analyze(args) else: if args.path: if ".." in str(args.path): @@ -607,7 +640,7 @@ def main(): my_parser, dir[0] ) # Verify workload is valid before analyzing - omniperf_cli(args) + analyze(args) else: throw_parse_error( my_parser, diff --git a/src/omniperf_cli/README.md b/src/omniperf_analyze/README.md similarity index 93% rename from src/omniperf_cli/README.md rename to src/omniperf_analyze/README.md index 2b6b5586b8..9d544a48e7 100644 --- a/src/omniperf_cli/README.md +++ b/src/omniperf_analyze/README.md @@ -1,6 +1,6 @@ # Description -omniperf_cli.py is a post-processing profiling tool with the raw data collected from omniperf. +omniperf_analyze.py is a post-processing profiling tool with the raw data collected from omniperf. ## Features diff --git a/src/omniperf_cli/assets/default.css b/src/omniperf_analyze/assets/default.css similarity index 100% rename from src/omniperf_cli/assets/default.css rename to src/omniperf_analyze/assets/default.css diff --git a/src/omniperf_cli/assets/font-awesome/css/font-awesome.css b/src/omniperf_analyze/assets/font-awesome/css/font-awesome.css similarity index 100% rename from src/omniperf_cli/assets/font-awesome/css/font-awesome.css rename to src/omniperf_analyze/assets/font-awesome/css/font-awesome.css diff --git a/src/omniperf_cli/assets/font-awesome/css/font-awesome.min.css b/src/omniperf_analyze/assets/font-awesome/css/font-awesome.min.css similarity index 100% rename from src/omniperf_cli/assets/font-awesome/css/font-awesome.min.css rename to src/omniperf_analyze/assets/font-awesome/css/font-awesome.min.css diff --git a/src/omniperf_cli/assets/font-awesome/fonts/FontAwesome.otf b/src/omniperf_analyze/assets/font-awesome/fonts/FontAwesome.otf similarity index 100% rename from src/omniperf_cli/assets/font-awesome/fonts/FontAwesome.otf rename to src/omniperf_analyze/assets/font-awesome/fonts/FontAwesome.otf diff --git a/src/omniperf_cli/assets/font-awesome/fonts/fontawesome-webfont.eot b/src/omniperf_analyze/assets/font-awesome/fonts/fontawesome-webfont.eot similarity index 100% rename from src/omniperf_cli/assets/font-awesome/fonts/fontawesome-webfont.eot rename to src/omniperf_analyze/assets/font-awesome/fonts/fontawesome-webfont.eot diff --git a/src/omniperf_cli/assets/font-awesome/fonts/fontawesome-webfont.svg b/src/omniperf_analyze/assets/font-awesome/fonts/fontawesome-webfont.svg similarity index 100% rename from src/omniperf_cli/assets/font-awesome/fonts/fontawesome-webfont.svg rename to src/omniperf_analyze/assets/font-awesome/fonts/fontawesome-webfont.svg diff --git a/src/omniperf_cli/assets/font-awesome/fonts/fontawesome-webfont.ttf b/src/omniperf_analyze/assets/font-awesome/fonts/fontawesome-webfont.ttf similarity index 100% rename from src/omniperf_cli/assets/font-awesome/fonts/fontawesome-webfont.ttf rename to src/omniperf_analyze/assets/font-awesome/fonts/fontawesome-webfont.ttf diff --git a/src/omniperf_cli/assets/font-awesome/fonts/fontawesome-webfont.woff b/src/omniperf_analyze/assets/font-awesome/fonts/fontawesome-webfont.woff similarity index 100% rename from src/omniperf_cli/assets/font-awesome/fonts/fontawesome-webfont.woff rename to src/omniperf_analyze/assets/font-awesome/fonts/fontawesome-webfont.woff diff --git a/src/omniperf_cli/assets/font-awesome/less/bordered-pulled.less b/src/omniperf_analyze/assets/font-awesome/less/bordered-pulled.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/bordered-pulled.less rename to src/omniperf_analyze/assets/font-awesome/less/bordered-pulled.less diff --git a/src/omniperf_cli/assets/font-awesome/less/core.less b/src/omniperf_analyze/assets/font-awesome/less/core.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/core.less rename to src/omniperf_analyze/assets/font-awesome/less/core.less diff --git a/src/omniperf_cli/assets/font-awesome/less/fixed-width.less b/src/omniperf_analyze/assets/font-awesome/less/fixed-width.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/fixed-width.less rename to src/omniperf_analyze/assets/font-awesome/less/fixed-width.less diff --git a/src/omniperf_cli/assets/font-awesome/less/font-awesome.less b/src/omniperf_analyze/assets/font-awesome/less/font-awesome.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/font-awesome.less rename to src/omniperf_analyze/assets/font-awesome/less/font-awesome.less diff --git a/src/omniperf_cli/assets/font-awesome/less/icons.less b/src/omniperf_analyze/assets/font-awesome/less/icons.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/icons.less rename to src/omniperf_analyze/assets/font-awesome/less/icons.less diff --git a/src/omniperf_cli/assets/font-awesome/less/larger.less b/src/omniperf_analyze/assets/font-awesome/less/larger.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/larger.less rename to src/omniperf_analyze/assets/font-awesome/less/larger.less diff --git a/src/omniperf_cli/assets/font-awesome/less/list.less b/src/omniperf_analyze/assets/font-awesome/less/list.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/list.less rename to src/omniperf_analyze/assets/font-awesome/less/list.less diff --git a/src/omniperf_cli/assets/font-awesome/less/mixins.less b/src/omniperf_analyze/assets/font-awesome/less/mixins.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/mixins.less rename to src/omniperf_analyze/assets/font-awesome/less/mixins.less diff --git a/src/omniperf_cli/assets/font-awesome/less/path.less b/src/omniperf_analyze/assets/font-awesome/less/path.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/path.less rename to src/omniperf_analyze/assets/font-awesome/less/path.less diff --git a/src/omniperf_cli/assets/font-awesome/less/rotated-flipped.less b/src/omniperf_analyze/assets/font-awesome/less/rotated-flipped.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/rotated-flipped.less rename to src/omniperf_analyze/assets/font-awesome/less/rotated-flipped.less diff --git a/src/omniperf_cli/assets/font-awesome/less/spinning.less b/src/omniperf_analyze/assets/font-awesome/less/spinning.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/spinning.less rename to src/omniperf_analyze/assets/font-awesome/less/spinning.less diff --git a/src/omniperf_cli/assets/font-awesome/less/stacked.less b/src/omniperf_analyze/assets/font-awesome/less/stacked.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/stacked.less rename to src/omniperf_analyze/assets/font-awesome/less/stacked.less diff --git a/src/omniperf_cli/assets/font-awesome/less/variables.less b/src/omniperf_analyze/assets/font-awesome/less/variables.less similarity index 100% rename from src/omniperf_cli/assets/font-awesome/less/variables.less rename to src/omniperf_analyze/assets/font-awesome/less/variables.less diff --git a/src/omniperf_cli/assets/font-awesome/scss/_bordered-pulled.scss b/src/omniperf_analyze/assets/font-awesome/scss/_bordered-pulled.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_bordered-pulled.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_bordered-pulled.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_core.scss b/src/omniperf_analyze/assets/font-awesome/scss/_core.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_core.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_core.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_fixed-width.scss b/src/omniperf_analyze/assets/font-awesome/scss/_fixed-width.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_fixed-width.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_fixed-width.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_icons.scss b/src/omniperf_analyze/assets/font-awesome/scss/_icons.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_icons.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_icons.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_larger.scss b/src/omniperf_analyze/assets/font-awesome/scss/_larger.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_larger.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_larger.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_list.scss b/src/omniperf_analyze/assets/font-awesome/scss/_list.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_list.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_list.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_mixins.scss b/src/omniperf_analyze/assets/font-awesome/scss/_mixins.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_mixins.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_mixins.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_path.scss b/src/omniperf_analyze/assets/font-awesome/scss/_path.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_path.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_path.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_rotated-flipped.scss b/src/omniperf_analyze/assets/font-awesome/scss/_rotated-flipped.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_rotated-flipped.scss rename to src/omniperf_analyze/assets/font-awesome/scss/_rotated-flipped.scss diff --git a/src/omniperf_cli/assets/font-awesome/scss/_spinning.scss b/src/omniperf_analyze/assets/font-awesome/scss/_spinning.scss similarity index 100% rename from src/omniperf_cli/assets/font-awesome/scss/_spinning.scss rename to 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a/src/omniperf_cli/assets/fontello/css/animation.css b/src/omniperf_analyze/assets/fontello/css/animation.css similarity index 100% rename from src/omniperf_cli/assets/fontello/css/animation.css rename to src/omniperf_analyze/assets/fontello/css/animation.css diff --git a/src/omniperf_cli/assets/fontello/css/fontello-codes.css b/src/omniperf_analyze/assets/fontello/css/fontello-codes.css similarity index 100% rename from src/omniperf_cli/assets/fontello/css/fontello-codes.css rename to src/omniperf_analyze/assets/fontello/css/fontello-codes.css diff --git a/src/omniperf_cli/assets/fontello/css/fontello-embedded.css b/src/omniperf_analyze/assets/fontello/css/fontello-embedded.css similarity index 100% rename from src/omniperf_cli/assets/fontello/css/fontello-embedded.css rename to src/omniperf_analyze/assets/fontello/css/fontello-embedded.css diff --git a/src/omniperf_cli/assets/fontello/css/fontello-ie7-codes.css b/src/omniperf_analyze/assets/fontello/css/fontello-ie7-codes.css 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--git a/src/omniperf_cli/assets/fonts/opensans/OpenSans-Bold-webfont.eot b/src/omniperf_analyze/assets/fonts/opensans/OpenSans-Bold-webfont.eot similarity index 100% rename from src/omniperf_cli/assets/fonts/opensans/OpenSans-Bold-webfont.eot rename to src/omniperf_analyze/assets/fonts/opensans/OpenSans-Bold-webfont.eot diff --git a/src/omniperf_cli/assets/fonts/opensans/OpenSans-Bold-webfont.svg b/src/omniperf_analyze/assets/fonts/opensans/OpenSans-Bold-webfont.svg similarity index 100% rename from src/omniperf_cli/assets/fonts/opensans/OpenSans-Bold-webfont.svg rename to src/omniperf_analyze/assets/fonts/opensans/OpenSans-Bold-webfont.svg diff --git a/src/omniperf_cli/assets/fonts/opensans/OpenSans-Bold-webfont.ttf b/src/omniperf_analyze/assets/fonts/opensans/OpenSans-Bold-webfont.ttf similarity index 100% rename from src/omniperf_cli/assets/fonts/opensans/OpenSans-Bold-webfont.ttf rename to src/omniperf_analyze/assets/fonts/opensans/OpenSans-Bold-webfont.ttf diff --git 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src/omniperf_analyze/configs/gfx906/0700_wavefront-launch.yaml diff --git a/src/omniperf_cli/configs/gfx906/1000_compute-unit-instruction-mix.yaml b/src/omniperf_analyze/configs/gfx906/1000_compute-unit-instruction-mix.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1000_compute-unit-instruction-mix.yaml rename to src/omniperf_analyze/configs/gfx906/1000_compute-unit-instruction-mix.yaml diff --git a/src/omniperf_cli/configs/gfx906/1100_compute-unit-compute-pipeline.yaml b/src/omniperf_analyze/configs/gfx906/1100_compute-unit-compute-pipeline.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1100_compute-unit-compute-pipeline.yaml rename to src/omniperf_analyze/configs/gfx906/1100_compute-unit-compute-pipeline.yaml diff --git a/src/omniperf_cli/configs/gfx906/1200_lds.yaml b/src/omniperf_analyze/configs/gfx906/1200_lds.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1200_lds.yaml rename to src/omniperf_analyze/configs/gfx906/1200_lds.yaml diff --git a/src/omniperf_cli/configs/gfx906/1300_instruction-cache.yaml b/src/omniperf_analyze/configs/gfx906/1300_instruction-cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1300_instruction-cache.yaml rename to src/omniperf_analyze/configs/gfx906/1300_instruction-cache.yaml diff --git a/src/omniperf_cli/configs/gfx906/1400_constant-cache.yaml b/src/omniperf_analyze/configs/gfx906/1400_constant-cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1400_constant-cache.yaml rename to src/omniperf_analyze/configs/gfx906/1400_constant-cache.yaml diff --git a/src/omniperf_cli/configs/gfx906/1500_TA_and_TD.yaml b/src/omniperf_analyze/configs/gfx906/1500_TA_and_TD.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1500_TA_and_TD.yaml rename to src/omniperf_analyze/configs/gfx906/1500_TA_and_TD.yaml diff --git a/src/omniperf_cli/configs/gfx906/1600_L1_cache.yaml b/src/omniperf_analyze/configs/gfx906/1600_L1_cache.yaml similarity index 93% rename from src/omniperf_cli/configs/gfx906/1600_L1_cache.yaml rename to src/omniperf_analyze/configs/gfx906/1600_L1_cache.yaml index b2e950f476..a25e831de3 100644 --- a/src/omniperf_cli/configs/gfx906/1600_L1_cache.yaml +++ b/src/omniperf_analyze/configs/gfx906/1600_L1_cache.yaml @@ -25,8 +25,8 @@ Panel Config: != 0) else None)) tips: Cache BW: - value: AVG(((100 * TCP_TOTAL_CACHE_ACCESSES_sum) / ((GRBM_GUI_ACTIVE * $numCU) - * 4))) + value: ((100 * AVG(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs)))) + / ((($sclk / 1000) * 64) * $numCU)) tips: Cache Hit: value: AVG(((100 - ((100 * (((TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum) @@ -130,6 +130,12 @@ Panel Config: / $denom)) unit: (Req + $normUnit) tips: + Cache BW: + avg: AVG(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + min: MIN(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + max: MAX(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + unit: GB/s + tips: Cache Accesses: avg: AVG((TCP_TOTAL_CACHE_ACCESSES_sum / $denom)) min: MIN((TCP_TOTAL_CACHE_ACCESSES_sum / $denom)) @@ -169,7 +175,13 @@ Panel Config: max: MAX((TCP_TOTAL_WRITEBACK_INVALIDATES_sum / $denom)) unit: ( + $normUnit) tips: - L1-TCR Read: + L1-L2 BW: + avg: AVG(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + min: MIN(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + max: MAX(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + unit: (Bytes + $normUnit) + tips: + L1-L2 Read: avg: AVG((TCP_TCC_READ_REQ_sum / $denom)) min: MIN((TCP_TCC_READ_REQ_sum / $denom)) max: MAX((TCP_TCC_READ_REQ_sum / $denom)) diff --git a/src/omniperf_cli/configs/gfx906/1700_L2_cache.yaml b/src/omniperf_analyze/configs/gfx906/1700_L2_cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1700_L2_cache.yaml rename to src/omniperf_analyze/configs/gfx906/1700_L2_cache.yaml diff --git a/src/omniperf_cli/configs/gfx906/1800_L2_cache_per_channel.yaml b/src/omniperf_analyze/configs/gfx906/1800_L2_cache_per_channel.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1800_L2_cache_per_channel.yaml rename to src/omniperf_analyze/configs/gfx906/1800_L2_cache_per_channel.yaml diff --git a/src/omniperf_cli/configs/gfx906/1900_memory_chart.yaml b/src/omniperf_analyze/configs/gfx906/1900_memory_chart.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/1900_memory_chart.yaml rename to src/omniperf_analyze/configs/gfx906/1900_memory_chart.yaml diff --git a/src/omniperf_cli/configs/gfx906/2000_kernels.yaml b/src/omniperf_analyze/configs/gfx906/2000_kernels.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx906/2000_kernels.yaml rename to src/omniperf_analyze/configs/gfx906/2000_kernels.yaml diff --git a/src/omniperf_cli/configs/gfx908/0000_top_stat.yaml b/src/omniperf_analyze/configs/gfx908/0000_top_stat.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/0000_top_stat.yaml rename to src/omniperf_analyze/configs/gfx908/0000_top_stat.yaml diff --git a/src/omniperf_cli/configs/gfx908/0100_system_info.yaml b/src/omniperf_analyze/configs/gfx908/0100_system_info.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/0100_system_info.yaml rename to src/omniperf_analyze/configs/gfx908/0100_system_info.yaml diff --git a/src/omniperf_cli/configs/gfx908/0200_system-speed-of-light.yaml b/src/omniperf_analyze/configs/gfx908/0200_system-speed-of-light.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/0200_system-speed-of-light.yaml rename to src/omniperf_analyze/configs/gfx908/0200_system-speed-of-light.yaml diff --git a/src/omniperf_cli/configs/gfx908/0500_command-processor.yaml b/src/omniperf_analyze/configs/gfx908/0500_command-processor.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/0500_command-processor.yaml rename to src/omniperf_analyze/configs/gfx908/0500_command-processor.yaml diff --git a/src/omniperf_cli/configs/gfx908/0600_shader-processor-input.yaml b/src/omniperf_analyze/configs/gfx908/0600_shader-processor-input.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/0600_shader-processor-input.yaml rename to src/omniperf_analyze/configs/gfx908/0600_shader-processor-input.yaml diff --git a/src/omniperf_cli/configs/gfx908/0700_wavefront-launch.yaml b/src/omniperf_analyze/configs/gfx908/0700_wavefront-launch.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/0700_wavefront-launch.yaml rename to src/omniperf_analyze/configs/gfx908/0700_wavefront-launch.yaml diff --git a/src/omniperf_cli/configs/gfx908/1000_compute-unit-instruction-mix.yaml b/src/omniperf_analyze/configs/gfx908/1000_compute-unit-instruction-mix.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1000_compute-unit-instruction-mix.yaml rename to src/omniperf_analyze/configs/gfx908/1000_compute-unit-instruction-mix.yaml diff --git a/src/omniperf_cli/configs/gfx908/1100_compute-unit-compute-pipeline.yaml b/src/omniperf_analyze/configs/gfx908/1100_compute-unit-compute-pipeline.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1100_compute-unit-compute-pipeline.yaml rename to src/omniperf_analyze/configs/gfx908/1100_compute-unit-compute-pipeline.yaml diff --git a/src/omniperf_cli/configs/gfx908/1200_lds.yaml b/src/omniperf_analyze/configs/gfx908/1200_lds.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1200_lds.yaml rename to src/omniperf_analyze/configs/gfx908/1200_lds.yaml diff --git a/src/omniperf_cli/configs/gfx908/1300_instruction-cache.yaml b/src/omniperf_analyze/configs/gfx908/1300_instruction-cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1300_instruction-cache.yaml rename to src/omniperf_analyze/configs/gfx908/1300_instruction-cache.yaml diff --git a/src/omniperf_cli/configs/gfx908/1400_constant-cache.yaml b/src/omniperf_analyze/configs/gfx908/1400_constant-cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1400_constant-cache.yaml rename to src/omniperf_analyze/configs/gfx908/1400_constant-cache.yaml diff --git a/src/omniperf_cli/configs/gfx908/1500_TA_and_TD.yaml b/src/omniperf_analyze/configs/gfx908/1500_TA_and_TD.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1500_TA_and_TD.yaml rename to src/omniperf_analyze/configs/gfx908/1500_TA_and_TD.yaml diff --git a/src/omniperf_cli/configs/gfx908/1600_L1_cache.yaml b/src/omniperf_analyze/configs/gfx908/1600_L1_cache.yaml similarity index 93% rename from src/omniperf_cli/configs/gfx908/1600_L1_cache.yaml rename to src/omniperf_analyze/configs/gfx908/1600_L1_cache.yaml index 704ec0b6bb..f609ee86c2 100644 --- a/src/omniperf_cli/configs/gfx908/1600_L1_cache.yaml +++ b/src/omniperf_analyze/configs/gfx908/1600_L1_cache.yaml @@ -25,8 +25,8 @@ Panel Config: != 0) else None)) tips: Cache BW: - value: AVG(((100 * TCP_TOTAL_CACHE_ACCESSES_sum) / ((GRBM_GUI_ACTIVE * $numCU) - * 4))) + value: ((100 * AVG(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs)))) + / ((($sclk / 1000) * 64) * $numCU)) tips: Cache Hit: value: AVG(((100 - ((100 * (((TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum) @@ -129,7 +129,13 @@ Panel Config: max: MAX(((TCP_TOTAL_ATOMIC_WITH_RET_sum + TCP_TOTAL_ATOMIC_WITHOUT_RET_sum) / $denom)) unit: (Req + $normUnit) - tips: + tips: + Cache BW: + avg: AVG(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + min: MIN(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + max: MAX(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + unit: GB/s + tips: Cache Accesses: avg: AVG((TCP_TOTAL_CACHE_ACCESSES_sum / $denom)) min: MIN((TCP_TOTAL_CACHE_ACCESSES_sum / $denom)) @@ -169,7 +175,13 @@ Panel Config: max: MAX((TCP_TOTAL_WRITEBACK_INVALIDATES_sum / $denom)) unit: ( + $normUnit) tips: - L1-TCR Read: + L1-L2 BW: + avg: AVG(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + min: MIN(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + max: MAX(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + unit: (Bytes + $normUnit) + tips: + L1-L2 Read: avg: AVG((TCP_TCC_READ_REQ_sum / $denom)) min: MIN((TCP_TCC_READ_REQ_sum / $denom)) max: MAX((TCP_TCC_READ_REQ_sum / $denom)) diff --git a/src/omniperf_cli/configs/gfx908/1700_L2_cache.yaml b/src/omniperf_analyze/configs/gfx908/1700_L2_cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1700_L2_cache.yaml rename to src/omniperf_analyze/configs/gfx908/1700_L2_cache.yaml diff --git a/src/omniperf_cli/configs/gfx908/1800_L2_cache_per_channel.yaml b/src/omniperf_analyze/configs/gfx908/1800_L2_cache_per_channel.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1800_L2_cache_per_channel.yaml rename to src/omniperf_analyze/configs/gfx908/1800_L2_cache_per_channel.yaml diff --git a/src/omniperf_cli/configs/gfx908/1900_memory_chart.yaml b/src/omniperf_analyze/configs/gfx908/1900_memory_chart.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/1900_memory_chart.yaml rename to src/omniperf_analyze/configs/gfx908/1900_memory_chart.yaml diff --git a/src/omniperf_cli/configs/gfx908/2000_kernels.yaml b/src/omniperf_analyze/configs/gfx908/2000_kernels.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx908/2000_kernels.yaml rename to src/omniperf_analyze/configs/gfx908/2000_kernels.yaml diff --git a/src/omniperf_cli/configs/gfx90a/0000_top_stat.yaml b/src/omniperf_analyze/configs/gfx90a/0000_top_stat.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/0000_top_stat.yaml rename to src/omniperf_analyze/configs/gfx90a/0000_top_stat.yaml diff --git a/src/omniperf_cli/configs/gfx90a/0100_system_info.yaml b/src/omniperf_analyze/configs/gfx90a/0100_system_info.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/0100_system_info.yaml rename to src/omniperf_analyze/configs/gfx90a/0100_system_info.yaml diff --git a/src/omniperf_cli/configs/gfx90a/0200_system-speed-of-light.yaml b/src/omniperf_analyze/configs/gfx90a/0200_system-speed-of-light.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/0200_system-speed-of-light.yaml rename to src/omniperf_analyze/configs/gfx90a/0200_system-speed-of-light.yaml diff --git a/src/omniperf_cli/configs/gfx90a/0500_command-processor.yaml b/src/omniperf_analyze/configs/gfx90a/0500_command-processor.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/0500_command-processor.yaml rename to src/omniperf_analyze/configs/gfx90a/0500_command-processor.yaml diff --git a/src/omniperf_cli/configs/gfx90a/0600_shader-processor-input.yaml b/src/omniperf_analyze/configs/gfx90a/0600_shader-processor-input.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/0600_shader-processor-input.yaml rename to src/omniperf_analyze/configs/gfx90a/0600_shader-processor-input.yaml diff --git a/src/omniperf_cli/configs/gfx90a/0700_wavefront-launch.yaml b/src/omniperf_analyze/configs/gfx90a/0700_wavefront-launch.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/0700_wavefront-launch.yaml rename to src/omniperf_analyze/configs/gfx90a/0700_wavefront-launch.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1000_compute-unit-instruction-mix.yaml b/src/omniperf_analyze/configs/gfx90a/1000_compute-unit-instruction-mix.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1000_compute-unit-instruction-mix.yaml rename to src/omniperf_analyze/configs/gfx90a/1000_compute-unit-instruction-mix.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1100_compute-unit-compute-pipeline.yaml b/src/omniperf_analyze/configs/gfx90a/1100_compute-unit-compute-pipeline.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1100_compute-unit-compute-pipeline.yaml rename to src/omniperf_analyze/configs/gfx90a/1100_compute-unit-compute-pipeline.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1200_lds.yaml b/src/omniperf_analyze/configs/gfx90a/1200_lds.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1200_lds.yaml rename to src/omniperf_analyze/configs/gfx90a/1200_lds.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1300_instruction-cache.yaml b/src/omniperf_analyze/configs/gfx90a/1300_instruction-cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1300_instruction-cache.yaml rename to src/omniperf_analyze/configs/gfx90a/1300_instruction-cache.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1400_constant-cache.yaml b/src/omniperf_analyze/configs/gfx90a/1400_constant-cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1400_constant-cache.yaml rename to src/omniperf_analyze/configs/gfx90a/1400_constant-cache.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1500_TA_and_TD.yaml b/src/omniperf_analyze/configs/gfx90a/1500_TA_and_TD.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1500_TA_and_TD.yaml rename to src/omniperf_analyze/configs/gfx90a/1500_TA_and_TD.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1600_L1_cache.yaml b/src/omniperf_analyze/configs/gfx90a/1600_L1_cache.yaml similarity index 93% rename from src/omniperf_cli/configs/gfx90a/1600_L1_cache.yaml rename to src/omniperf_analyze/configs/gfx90a/1600_L1_cache.yaml index d056c5883c..acf0d58bd1 100644 --- a/src/omniperf_cli/configs/gfx90a/1600_L1_cache.yaml +++ b/src/omniperf_analyze/configs/gfx90a/1600_L1_cache.yaml @@ -25,8 +25,8 @@ Panel Config: != 0) else None)) tips: Cache BW: - value: AVG(((100 * TCP_TOTAL_CACHE_ACCESSES_sum) / ((GRBM_GUI_ACTIVE * $numCU) - * 4))) + value: ((100 * AVG(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs)))) + / ((($sclk / 1000) * 64) * $numCU)) tips: Cache Hit: value: AVG(((100 - ((100 * (((TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum) @@ -129,7 +129,13 @@ Panel Config: max: MAX(((TCP_TOTAL_ATOMIC_WITH_RET_sum + TCP_TOTAL_ATOMIC_WITHOUT_RET_sum) / $denom)) unit: (Req + $normUnit) - tips: + tips: + Cache BW: + avg: AVG(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + min: MIN(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + max: MAX(((TCP_TOTAL_CACHE_ACCESSES_sum * 64) / (EndNs - BeginNs))) + unit: GB/s + tips: Cache Accesses: avg: AVG((TCP_TOTAL_CACHE_ACCESSES_sum / $denom)) min: MIN((TCP_TOTAL_CACHE_ACCESSES_sum / $denom)) @@ -169,7 +175,13 @@ Panel Config: max: MAX((TCP_TOTAL_WRITEBACK_INVALIDATES_sum / $denom)) unit: (Req + $normUnit) tips: - L1-TCR Read: + L1-L2 BW: + avg: AVG(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + min: MIN(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + max: MAX(((64 * (TCP_TCC_READ_REQ_sum + TCP_TCC_WRITE_REQ_sum + TCP_TCC_ATOMIC_WITH_RET_REQ_sum + TCP_TCC_ATOMIC_WITHOUT_RET_REQ_sum)) / $denom)) + unit: (Bytes + $normUnit) + tips: + L1-L2 Read: avg: AVG((TCP_TCC_READ_REQ_sum / $denom)) min: MIN((TCP_TCC_READ_REQ_sum / $denom)) max: MAX((TCP_TCC_READ_REQ_sum / $denom)) diff --git a/src/omniperf_cli/configs/gfx90a/1700_L2_cache.yaml b/src/omniperf_analyze/configs/gfx90a/1700_L2_cache.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1700_L2_cache.yaml rename to src/omniperf_analyze/configs/gfx90a/1700_L2_cache.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1800_L2_cache_per_channel.yaml b/src/omniperf_analyze/configs/gfx90a/1800_L2_cache_per_channel.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1800_L2_cache_per_channel.yaml rename to src/omniperf_analyze/configs/gfx90a/1800_L2_cache_per_channel.yaml diff --git a/src/omniperf_cli/configs/gfx90a/1900_memory_chart.yaml b/src/omniperf_analyze/configs/gfx90a/1900_memory_chart.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/1900_memory_chart.yaml rename to src/omniperf_analyze/configs/gfx90a/1900_memory_chart.yaml diff --git a/src/omniperf_cli/configs/gfx90a/2000_kernels.yaml b/src/omniperf_analyze/configs/gfx90a/2000_kernels.yaml similarity index 100% rename from src/omniperf_cli/configs/gfx90a/2000_kernels.yaml rename to src/omniperf_analyze/configs/gfx90a/2000_kernels.yaml diff --git a/src/omniperf_cli/configs/panel_config_template.yaml b/src/omniperf_analyze/configs/panel_config_template.yaml similarity index 100% rename from src/omniperf_cli/configs/panel_config_template.yaml rename to src/omniperf_analyze/configs/panel_config_template.yaml diff --git a/src/omniperf_cli/convertor/mongodb/README.md b/src/omniperf_analyze/convertor/mongodb/README.md similarity index 76% rename from src/omniperf_cli/convertor/mongodb/README.md rename to src/omniperf_analyze/convertor/mongodb/README.md index 7fedc3f759..755ef3fa68 100644 --- a/src/omniperf_cli/convertor/mongodb/README.md +++ b/src/omniperf_analyze/convertor/mongodb/README.md @@ -1,6 +1,6 @@ # Description -The convert is designed to convert major core metric definitions from Omniperf to omniperf_cli. It depends on the syntax and usage of Grafana and MongoDB query in Omniperf. We are not intending to write a full parser of Grafana/MongoDB. +The convert is designed to convert major core metric definitions from Omniperf to omniperf_analyze. It depends on the syntax and usage of Grafana and MongoDB query in Omniperf. We are not intending to write a full parser of Grafana/MongoDB. Originally, we hope to make it one-stop script, a.k.a, "convert -s 0". However, it seems 2 stages conversion is a good practice. @@ -15,7 +15,7 @@ Originally, we hope to make it one-stop script, a.k.a, "convert -s 0". However, - `./convert -s 2` - `diff ./converted ./converted_bak` to make sure all the changes as your expectation. - Copy all metric tables from ./converted to ../../configs/gfx90a/ manually ONE by ONE. -- Run a basic test to verify the config, i.e., `omniperf_cli.py -d sample/mi200` +- Run a basic test to verify the config, i.e., `omniperf_analyze.py -d sample/mi200` - `diff ../../configs/gfx90a/ ../../configs/gfx908/`, and update the gfx908 configs accordingly. - `diff ../../configs/gfx90a/ ../../configs/gfx906/`, and update the gfx906 configs accordingly. -- Run a basic test to verify the config, i.e., `omniperf_cli.py -d sample/mi50 -d sample/mi100 -d sample/mi200` +- Run a basic test to verify the config, i.e., `omniperf_analyze.py -d sample/mi50 -d sample/mi100 -d sample/mi200` diff --git a/src/omniperf_cli/convertor/mongodb/convert b/src/omniperf_analyze/convertor/mongodb/convert similarity index 100% rename from src/omniperf_cli/convertor/mongodb/convert rename to src/omniperf_analyze/convertor/mongodb/convert diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/00_id_159_SYSTEM-INFO.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/00_id_159_SYSTEM-INFO.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/00_id_159_SYSTEM-INFO.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/00_id_159_SYSTEM-INFO.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/02_id_110_SPEED-OF-LIGHT.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/02_id_110_SPEED-OF-LIGHT.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/02_id_110_SPEED-OF-LIGHT.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/02_id_110_SPEED-OF-LIGHT.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/03_id_175_DISPATCH-IDS-CURRENT.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/03_id_175_DISPATCH-IDS-CURRENT.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/03_id_175_DISPATCH-IDS-CURRENT.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/03_id_175_DISPATCH-IDS-CURRENT.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/04_id_215_DISPATCH-IDS-BASELINE.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/04_id_215_DISPATCH-IDS-BASELINE.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/04_id_215_DISPATCH-IDS-BASELINE.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/04_id_215_DISPATCH-IDS-BASELINE.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/06_id_157_KERNEL-TIME-HISTOGRAM.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/06_id_157_KERNEL-TIME-HISTOGRAM.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/06_id_157_KERNEL-TIME-HISTOGRAM.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/06_id_157_KERNEL-TIME-HISTOGRAM.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/07_id_213_TOP-KERNELS.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/07_id_213_TOP-KERNELS.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/07_id_213_TOP-KERNELS.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/07_id_213_TOP-KERNELS.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/08_id_251_TOP-DISPATCHES.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/08_id_251_TOP-DISPATCHES.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/08_id_251_TOP-DISPATCHES.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/08_id_251_TOP-DISPATCHES.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/10_id_285_MEMORY-CHART-NORMALIZATION-NORMUNIT.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/10_id_285_MEMORY-CHART-NORMALIZATION-NORMUNIT.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/10_id_285_MEMORY-CHART-NORMALIZATION-NORMUNIT.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/10_id_285_MEMORY-CHART-NORMALIZATION-NORMUNIT.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/12_id_253_EMPIRICAL-ROOFLINE-FP32FP64-MI200.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/12_id_253_EMPIRICAL-ROOFLINE-FP32FP64-MI200.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/12_id_253_EMPIRICAL-ROOFLINE-FP32FP64-MI200.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/modified_query/12_id_253_EMPIRICAL-ROOFLINE-FP32FP64-MI200.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/modified_query/13_id_312_EMPIRICAL-ROOFLINE-FP16INT8-MI200.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/modified_query/13_id_312_EMPIRICAL-ROOFLINE-FP16INT8-MI200.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/modified_query/13_id_312_EMPIRICAL-ROOFLINE-FP16INT8-MI200.s0_original_query.json rename to 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src/omniperf_analyze/convertor/mongodb/original_query/56_id_60_L2-FABRIC-INTERFACE-STALLS-CYCLES-NORMUNIT.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/original_query/72_id_68_L2-EA-READ-LATENCY-CHANNEL-0-15-CYCLES.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/original_query/72_id_68_L2-EA-READ-LATENCY-CHANNEL-0-15-CYCLES.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/original_query/72_id_68_L2-EA-READ-LATENCY-CHANNEL-0-15-CYCLES.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/original_query/72_id_68_L2-EA-READ-LATENCY-CHANNEL-0-15-CYCLES.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/original_query/73_id_70_L2-EA-READ-LATENCY-CHANNEL-16-31-CYCLES.s0_original_query.json b/src/omniperf_analyze/convertor/mongodb/original_query/73_id_70_L2-EA-READ-LATENCY-CHANNEL-16-31-CYCLES.s0_original_query.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/original_query/73_id_70_L2-EA-READ-LATENCY-CHANNEL-16-31-CYCLES.s0_original_query.json rename to src/omniperf_analyze/convertor/mongodb/original_query/73_id_70_L2-EA-READ-LATENCY-CHANNEL-16-31-CYCLES.s0_original_query.json diff --git a/src/omniperf_cli/convertor/mongodb/sample.json b/src/omniperf_analyze/convertor/mongodb/sample.json similarity index 100% rename from src/omniperf_cli/convertor/mongodb/sample.json rename to src/omniperf_analyze/convertor/mongodb/sample.json diff --git a/src/omniperf_cli/convertor/sql/1001_TA.config b/src/omniperf_analyze/convertor/sql/1001_TA.config similarity index 100% rename from src/omniperf_cli/convertor/sql/1001_TA.config rename to src/omniperf_analyze/convertor/sql/1001_TA.config diff --git a/src/omniperf_cli/convertor/sql/1002_TD.config b/src/omniperf_analyze/convertor/sql/1002_TD.config similarity index 100% rename from src/omniperf_cli/convertor/sql/1002_TD.config rename to src/omniperf_analyze/convertor/sql/1002_TD.config diff --git a/src/omniperf_cli/convertor/sql/100_System-speed-of-light.config b/src/omniperf_analyze/convertor/sql/100_System-speed-of-light.config similarity index 100% rename from src/omniperf_cli/convertor/sql/100_System-speed-of-light.config rename to src/omniperf_analyze/convertor/sql/100_System-speed-of-light.config diff --git a/src/omniperf_cli/convertor/sql/401_CPF.config b/src/omniperf_analyze/convertor/sql/401_CPF.config similarity index 100% rename from src/omniperf_cli/convertor/sql/401_CPF.config rename to src/omniperf_analyze/convertor/sql/401_CPF.config diff --git a/src/omniperf_cli/convertor/sql/402_CPC.config b/src/omniperf_analyze/convertor/sql/402_CPC.config similarity index 100% rename from src/omniperf_cli/convertor/sql/402_CPC.config rename to src/omniperf_analyze/convertor/sql/402_CPC.config diff --git a/src/omniperf_cli/convertor/sql/501_SPI-Stats.config b/src/omniperf_analyze/convertor/sql/501_SPI-Stats.config similarity index 100% rename from src/omniperf_cli/convertor/sql/501_SPI-Stats.config rename to src/omniperf_analyze/convertor/sql/501_SPI-Stats.config diff --git a/src/omniperf_cli/convertor/sql/502_SPI-Resource-Allocation.config b/src/omniperf_analyze/convertor/sql/502_SPI-Resource-Allocation.config similarity index 100% rename from src/omniperf_cli/convertor/sql/502_SPI-Resource-Allocation.config rename to src/omniperf_analyze/convertor/sql/502_SPI-Resource-Allocation.config diff --git a/src/omniperf_cli/convertor/sql/801_LDS.config b/src/omniperf_analyze/convertor/sql/801_LDS.config similarity index 100% rename from src/omniperf_cli/convertor/sql/801_LDS.config rename to src/omniperf_analyze/convertor/sql/801_LDS.config diff --git a/src/omniperf_cli/convertor/sql/901_L1I_cache.config b/src/omniperf_analyze/convertor/sql/901_L1I_cache.config similarity index 100% rename from src/omniperf_cli/convertor/sql/901_L1I_cache.config rename to src/omniperf_analyze/convertor/sql/901_L1I_cache.config diff --git a/src/omniperf_cli/convertor/sql/902_L1K_cache.config b/src/omniperf_analyze/convertor/sql/902_L1K_cache.config similarity index 100% rename from src/omniperf_cli/convertor/sql/902_L1K_cache.config rename to src/omniperf_analyze/convertor/sql/902_L1K_cache.config diff --git a/src/omniperf_cli/convertor/sql/903_L1K_TC_Interface.config b/src/omniperf_analyze/convertor/sql/903_L1K_TC_Interface.config similarity index 100% rename from src/omniperf_cli/convertor/sql/903_L1K_TC_Interface.config rename to src/omniperf_analyze/convertor/sql/903_L1K_TC_Interface.config diff --git a/src/omniperf_cli/convertor/sql/convertor.py b/src/omniperf_analyze/convertor/sql/convertor.py similarity index 100% rename from src/omniperf_cli/convertor/sql/convertor.py rename to src/omniperf_analyze/convertor/sql/convertor.py diff --git a/src/omniperf_cli/convertor/sql/convertor2.py b/src/omniperf_analyze/convertor/sql/convertor2.py similarity index 100% rename from src/omniperf_cli/convertor/sql/convertor2.py rename to src/omniperf_analyze/convertor/sql/convertor2.py diff --git a/src/omniperf_cli/customized/fft/panel_000_top_stat.yaml b/src/omniperf_analyze/customized/fft/panel_000_top_stat.yaml similarity index 100% rename from src/omniperf_cli/customized/fft/panel_000_top_stat.yaml rename to src/omniperf_analyze/customized/fft/panel_000_top_stat.yaml diff --git a/src/omniperf_cli/customized/fft/panel_100_system-speed-of-light.yaml b/src/omniperf_analyze/customized/fft/panel_100_system-speed-of-light.yaml similarity index 100% rename from src/omniperf_cli/customized/fft/panel_100_system-speed-of-light.yaml rename to src/omniperf_analyze/customized/fft/panel_100_system-speed-of-light.yaml diff --git a/src/omniperf_cli/doc/baseline_comparison.png b/src/omniperf_analyze/doc/baseline_comparison.png similarity index 100% rename from src/omniperf_cli/doc/baseline_comparison.png rename to src/omniperf_analyze/doc/baseline_comparison.png diff --git a/src/omniperf_cli/doc/classes.png b/src/omniperf_analyze/doc/classes.png similarity index 100% rename from src/omniperf_cli/doc/classes.png rename to src/omniperf_analyze/doc/classes.png diff --git a/src/omniperf_cli/doc/main_flow.png b/src/omniperf_analyze/doc/main_flow.png similarity index 100% rename from src/omniperf_cli/doc/main_flow.png rename to src/omniperf_analyze/doc/main_flow.png diff --git a/src/omniperf_cli/omniperf_cli.py b/src/omniperf_analyze/omniperf_analyze.py similarity index 61% rename from src/omniperf_cli/omniperf_cli.py rename to src/omniperf_analyze/omniperf_analyze.py index 93b26bd618..1d9c18028e 100644 --- a/src/omniperf_cli/omniperf_cli.py +++ b/src/omniperf_analyze/omniperf_analyze.py @@ -24,7 +24,7 @@ """ Quick run: - omniperf_cli.py -d 1st_run_dir -d 2nd_run_dir -b 2 + analyze.py -d 1st_run_dir -d 2nd_run_dir -b 2 Common abbreviations in the code: df - pandas.dataframe @@ -40,32 +40,21 @@ import sys import argparse import os.path from pathlib import Path +from omniperf_analyze.utils import parser, file_io -def omniperf_cli(args): - cur_root = Path(__file__).resolve() - - if args.dependency: - print("pip3 install astunparse numpy tabulate pandas pyyaml") - sys.exit(0) - +def initialize_run(args, normalization_filter=None): import pandas as pd from collections import OrderedDict - from dataclasses import dataclass, field + from omniperf_analyze.utils import schema from tabulate import tabulate - # from utils import schema, parser, file_io, tty, plot - from omniperf_cli.utils import schema, parser, file_io, tty - # Fixme: cur_root.parent.joinpath('soc_params') soc_params_dir = os.path.join(os.path.dirname(__file__), "..", "soc_params") - soc_spec_df = file_io.load_soc_params(soc_params_dir) - # NB: maybe create bak file for the old run before open it - output = open(args.output_file, "w+") if args.output_file else sys.stdout - single_panel_config = file_io.is_single_panel_config(Path(args.config_dir)) + global archConfigs archConfigs = {} for arch in file_io.supported_arch.keys(): ac = schema.ArchConfig() @@ -99,8 +88,13 @@ def omniperf_cli(args): ) sys.exit(0) - for k, v in archConfigs.items(): - parser.build_metric_value_string(v.dfs, v.dfs_type, args.normal_unit) + # Use original normalization or user input from GUI + if not normalization_filter: + for k, v in archConfigs.items(): + parser.build_metric_value_string(v.dfs, v.dfs_type, args.normal_unit) + else: + for k, v in archConfigs.items(): + parser.build_metric_value_string(v.dfs, v.dfs_type, normalization_filter) runs = OrderedDict() @@ -128,6 +122,102 @@ def omniperf_cli(args): w.soc_spec = file_io.get_soc_params(soc_spec_df, arch) runs[d[0]] = w + # Return rather than referencing 'runs' globally (since used outside of file scope) + return runs + + +def run_gui(args, runs): + import dash + from omniperf_analyze.utils import gui + import dash_bootstrap_components as dbc + + app = dash.Dash(__name__, external_stylesheets=[dbc.themes.CYBORG]) + + if len(runs) == 1: + num_results = 10 + file_io.create_df_kernel_top_stats( + args.path[0][0], + runs[args.path[0][0]].filter_gpu_ids, + runs[args.path[0][0]].filter_dispatch_ids, + args.time_unit, + num_results, + ) + runs[args.path[0][0]].raw_pmc = file_io.create_df_pmc( + args.path[0][0] + ) # create mega df + parser.load_kernel_top(runs[args.path[0][0]], args.path[0][0]) + + input_filters = { + "kernel": runs[args.path[0][0]].filter_kernel_ids, + "gpu": runs[args.path[0][0]].filter_gpu_ids, + "dispatch": runs[args.path[0][0]].filter_dispatch_ids, + "normalization": args.normal_unit, + } + + gui.build_layout( + app, + runs, + archConfigs["gfx90a"], + input_filters, + args.decimal, + args.time_unit, + args.cols, + str(args.path[0][0]), + args.g, + args.verbose, + args, + ) + app.run_server(debug=False, host="0.0.0.0", port=args.gui) + else: + print("Multiple runs not supported yet") + + +def run_cli(args, runs): + from omniperf_analyze.utils import tty + + # NB: + # If we assume the panel layout for all archs are similar, it doesn't matter + # which archConfig passed into show_all function. + # After decide to how to manage kernels display patterns, we can revisit it. + for d in args.path: + num_results = 10 + file_io.create_df_kernel_top_stats( + d[0], + runs[d[0]].filter_gpu_ids, + runs[d[0]].filter_dispatch_ids, + args.time_unit, + num_results, + ) + runs[d[0]].raw_pmc = file_io.create_df_pmc(d[0]) # creates mega dataframe + is_gui = False + parser.load_table_data( + runs[d[0]], d[0], is_gui, args.g, args.verbose + ) # create the loaded table + if args.list_kernels: + tty.show_kernels(runs, archConfigs["gfx90a"], output, args.decimal) + else: + tty.show_all( + runs, + archConfigs["gfx90a"], + output, + args.decimal, + args.time_unit, + args.cols, + ) + + +def analyze(args): + if args.dependency: + print("pip3 install astunparse numpy tabulate pandas pyyaml") + sys.exit(0) + + # NB: maybe create bak file for the old run before open it + global output + output = open(args.output_file, "w+") if args.output_file else sys.stdout + + # Initalize archConfigs and runs[] + runs = initialize_run(args) + # Filtering if args.gpu_kernel: for d, gk in zip(args.path, args.gpu_kernel): @@ -140,14 +230,12 @@ def omniperf_cli(args): ) sys.exit(2) runs[d[0]].filter_kernel_ids = gk - if args.gpu_id: if len(args.gpu_id) == 1 and len(args.path) != 1: for i in range(len(args.path) - 1): args.gpu_id.extend(args.gpu_id) for d, gi in zip(args.path, args.gpu_id): runs[d[0]].filter_gpu_ids = gi - # NOTE: INVALID DISPATCH IDS ARE NOT CAUGHT HERE. THEY CAUSE AN ERROR IN TABLE GENERATION!!!!!!!!! if args.gpu_dispatch_id: if len(args.gpu_dispatch_id) == 1 and len(args.path) != 1: for i in range(len(args.path) - 1): @@ -155,76 +243,8 @@ def omniperf_cli(args): for d, gd in zip(args.path, args.gpu_dispatch_id): runs[d[0]].filter_dispatch_ids = gd + # Launch CLI analysis or GUI if args.gui: - import dash - from omniperf_cli.utils import gui - import dash_bootstrap_components as dbc - - app = dash.Dash(__name__, external_stylesheets=[dbc.themes.CYBORG]) - - if len(runs) == 1: - num_results = 10 - file_io.create_df_kernel_top_stats( - args.path[0][0], - runs[args.path[0][0]].filter_gpu_ids, - runs[args.path[0][0]].filter_dispatch_ids, - args.time_unit, - num_results, - ) - runs[args.path[0][0]].raw_pmc = file_io.create_df_pmc( - args.path[0][0] - ) # create mega df - is_gui = False - parser.load_kernel_top(runs[args.path[0][0]], args.path[0][0]) - - input_filters = { - "kernel": runs[args.path[0][0]].filter_kernel_ids, - "gpu": runs[args.path[0][0]].filter_gpu_ids, - "dispatch": runs[args.path[0][0]].filter_dispatch_ids, - } - - gui.build_layout( - app, - runs, - archConfigs["gfx90a"], - input_filters, - args.decimal, - args.time_unit, - args.cols, - str(args.path[0][0]), - args.g, - args.verbose, - ) - app.run_server(debug=False, host="0.0.0.0", port=args.gui) - else: - print("Multiple runs not supported yet") + run_gui(args, runs) else: - # NB: - # If we assume the panel layout for all archs are similar, it doesn't matter - # which archConfig passed into show_all function. - # After decide to how to manage kernels display patterns, we can revisit it. - for d in args.path: - num_results = 10 - file_io.create_df_kernel_top_stats( - d[0], - runs[d[0]].filter_gpu_ids, - runs[d[0]].filter_dispatch_ids, - args.time_unit, - num_results, - ) - runs[d[0]].raw_pmc = file_io.create_df_pmc(d[0]) # creates mega dataframe - is_gui = False - parser.load_table_data( - runs[d[0]], d[0], is_gui, args.g, args.verbose - ) # create the loaded table - if args.list_kernels: - tty.show_kernels(runs, archConfigs["gfx90a"], output, args.decimal) - else: - tty.show_all( - runs, - archConfigs["gfx90a"], - output, - args.decimal, - args.time_unit, - args.cols, - ) + run_cli(args, runs) diff --git a/src/omniperf_cli/perfmon/gfx908_metrics.xml b/src/omniperf_analyze/perfmon/gfx908_metrics.xml similarity index 100% rename from src/omniperf_cli/perfmon/gfx908_metrics.xml rename to src/omniperf_analyze/perfmon/gfx908_metrics.xml diff --git a/src/omniperf_cli/perfmon/gfx90a_metrics.xml b/src/omniperf_analyze/perfmon/gfx90a_metrics.xml similarity index 100% rename from src/omniperf_cli/perfmon/gfx90a_metrics.xml rename to src/omniperf_analyze/perfmon/gfx90a_metrics.xml diff --git a/src/omniperf_cli/perfmon/metrics.xml b/src/omniperf_analyze/perfmon/metrics.xml similarity index 100% rename from src/omniperf_cli/perfmon/metrics.xml rename to src/omniperf_analyze/perfmon/metrics.xml diff --git a/src/omniperf_cli/tests/unit/ast_parser_tester.py b/src/omniperf_analyze/tests/unit/ast_parser_tester.py similarity index 100% rename from src/omniperf_cli/tests/unit/ast_parser_tester.py rename to src/omniperf_analyze/tests/unit/ast_parser_tester.py diff --git a/src/omniperf_cli/tests/unit/config/100_if_else.yaml b/src/omniperf_analyze/tests/unit/config/100_if_else.yaml similarity index 100% rename from src/omniperf_cli/tests/unit/config/100_if_else.yaml rename to src/omniperf_analyze/tests/unit/config/100_if_else.yaml diff --git a/src/omniperf_cli/tests/unit/config/100_more_cases.yaml b/src/omniperf_analyze/tests/unit/config/100_more_cases.yaml similarity index 100% rename from src/omniperf_cli/tests/unit/config/100_more_cases.yaml rename to src/omniperf_analyze/tests/unit/config/100_more_cases.yaml diff --git a/src/omniperf_cli/tests/unit/config/build-in/00_id_00_build_in_variables.s4_converted_table.yaml b/src/omniperf_analyze/tests/unit/config/build-in/00_id_00_build_in_variables.s4_converted_table.yaml similarity index 100% rename from src/omniperf_cli/tests/unit/config/build-in/00_id_00_build_in_variables.s4_converted_table.yaml rename to src/omniperf_analyze/tests/unit/config/build-in/00_id_00_build_in_variables.s4_converted_table.yaml diff --git a/src/omniperf_cli/tests/unit/config/expr_format_tester.py b/src/omniperf_analyze/tests/unit/config/expr_format_tester.py similarity index 100% rename from src/omniperf_cli/tests/unit/config/expr_format_tester.py rename to src/omniperf_analyze/tests/unit/config/expr_format_tester.py diff --git a/src/omniperf_cli/utils/file_io.py b/src/omniperf_analyze/utils/file_io.py similarity index 99% rename from src/omniperf_cli/utils/file_io.py rename to src/omniperf_analyze/utils/file_io.py index 45cb6708a8..802dd82bf0 100644 --- a/src/omniperf_cli/utils/file_io.py +++ b/src/omniperf_analyze/utils/file_io.py @@ -28,7 +28,7 @@ import yaml import collections from collections import OrderedDict from pathlib import Path -from omniperf_cli.utils import schema +from omniperf_analyze.utils import schema # TODO: use pandas chunksize or dask to read really large csv file # from dask import dataframe as dd diff --git a/src/omniperf_cli/utils/gui.py b/src/omniperf_analyze/utils/gui.py similarity index 90% rename from src/omniperf_cli/utils/gui.py rename to src/omniperf_analyze/utils/gui.py index 491e2d193f..b96bcea8a2 100644 --- a/src/omniperf_cli/utils/gui.py +++ b/src/omniperf_analyze/utils/gui.py @@ -36,11 +36,12 @@ import plotly.express as px import colorlover -from omniperf_cli.utils import parser, file_io, schema +from omniperf_analyze.utils import parser, file_io, schema -from omniperf_cli.utils.gui_components.header import get_header -from omniperf_cli.utils.gui_components.roofline import get_roofline -from omniperf_cli.utils.gui_components.memchart import get_memchart +from omniperf_analyze.utils.gui_components.header import get_header +from omniperf_analyze.utils.gui_components.roofline import get_roofline +from omniperf_analyze.utils.gui_components.memchart import get_memchart +from omniperf_analyze.omniperf_analyze import initialize_run pd.set_option( "mode.chained_assignment", None @@ -303,6 +304,7 @@ def build_layout( path_to_dir, debug, verbose, + args, ): """ Build gui layout @@ -312,17 +314,15 @@ def build_layout( app.layout = html.Div(style={"backgroundColor": "rgb(50, 50, 50)" if IS_DARK else ""}) filt_kernel_names = [] - kernel_top_df = runs[path_to_dir].dfs[1] - for kernel_id in runs[path_to_dir].filter_kernel_ids: + kernel_top_df = base_data.dfs[1] + for kernel_id in base_data.filter_kernel_ids: filt_kernel_names.append(kernel_top_df.loc[kernel_id, "KernelName"]) app.layout.children = html.Div( children=[ dbc.Spinner( children=[ - get_header( - runs[path_to_dir].raw_pmc, input_filters, filt_kernel_names - ), + get_header(base_data.raw_pmc, input_filters, filt_kernel_names), html.Div(id="container", children=[]), ], fullscreen=True, @@ -337,26 +337,32 @@ def build_layout( [Input("disp-filt", "value")], [Input("kernel-filt", "value")], [Input("gcd-filt", "value")], + [Input("norm-filt", "value")], [State("container", "children")], ) - def generate_from_filter(disp_filt, kernel_filter, gcd_filter, div_children): - runs[path_to_dir].dfs = copy.deepcopy(archConfigs.dfs) # reset the equations + def generate_from_filter( + disp_filt, kernel_filter, gcd_filter, norm_filt, div_children + ): + if verbose <= 1: + print("normalization is ", norm_filt) + + base_data = initialize_run(args, norm_filt) # Re-initalize everything panel_configs = copy.deepcopy(archConfigs.panel_configs) # Generate original raw df - runs[path_to_dir].raw_pmc = file_io.create_df_pmc(path_to_dir) + base_data[base_run].raw_pmc = file_io.create_df_pmc(path_to_dir) if verbose >= 1: print("disp-filter is ", disp_filt) print("kernel-filter is ", kernel_filter) print("gpu-filter is ", gcd_filter, "\n") - runs[path_to_dir].filter_kernel_ids = kernel_filter - runs[path_to_dir].filter_gpu_ids = gcd_filter - runs[path_to_dir].filter_dispatch_ids = disp_filt + base_data[base_run].filter_kernel_ids = kernel_filter + base_data[base_run].filter_gpu_ids = gcd_filter + base_data[base_run].filter_dispatch_ids = disp_filt # Reload the pmc_kernel_top.csv for Top Stats panel num_results = 10 file_io.create_df_kernel_top_stats( path_to_dir, - runs[path_to_dir].filter_gpu_ids, - runs[path_to_dir].filter_dispatch_ids, + base_data[base_run].filter_gpu_ids, + base_data[base_run].filter_dispatch_ids, time_unit, num_results, ) @@ -365,11 +371,11 @@ def build_layout( if not (disp_filt or kernel_filter or gcd_filter): temp = {} keep = [1, 201, 101, 1901] - for key in runs[path_to_dir].dfs: + for key in base_data[base_run].dfs: if keep.count(key) != 0: - temp[key] = runs[path_to_dir].dfs[key] + temp[key] = base_data[base_run].dfs[key] - runs[path_to_dir].dfs = temp + base_data[base_run].dfs = temp temp = {} keep = [0, 100, 200, 1900] for key in panel_configs: @@ -378,18 +384,18 @@ def build_layout( panel_configs = temp parser.load_table_data( - runs[path_to_dir], path_to_dir, True, debug, verbose + base_data[base_run], path_to_dir, True, debug, verbose ) # Note: All the filtering happens in this function div_children = [] div_children.append( - get_memchart(archConfigs.panel_configs[1900]["data source"], base_data) + get_memchart(panel_configs[1900]["data source"], base_data[base_run]) ) # append roofline section div_children.append( get_roofline( path_to_dir, - parser.apply_filters(runs[path_to_dir], is_gui, debug), + parser.apply_filters(base_data[base_run], is_gui, debug), verbose, ) ) @@ -411,7 +417,7 @@ def build_layout( for data_source in panel["data source"]: for t_type, table_config in data_source.items(): content = [] - original_df = base_data.dfs[table_config["id"]] + original_df = base_data[base_run].dfs[table_config["id"]] # The sys info table need to add index back if t_type == "raw_csv_table" and "Info" in original_df.keys(): diff --git a/src/omniperf_cli/utils/gui_components/header.py b/src/omniperf_analyze/utils/gui_components/header.py similarity index 98% rename from src/omniperf_cli/utils/gui_components/header.py rename to src/omniperf_analyze/utils/gui_components/header.py index cf5897b308..0e61055b0a 100644 --- a/src/omniperf_cli/utils/gui_components/header.py +++ b/src/omniperf_analyze/utils/gui_components/header.py @@ -24,9 +24,9 @@ from dash import html, dash_table, dcc import dash_bootstrap_components as dbc from matplotlib.style import available -from omniperf_cli.utils import schema +from omniperf_analyze.utils import schema -avail_normalizations = ["per Wave", "per Cycle", "per Sec", "per Kernel"] +avail_normalizations = ["per_wave", "per_cycle", "per_second", "per_kernel"] # List all the unique column values for desired column in df, 'target_col' def list_unique(orig_list, is_numeric): @@ -152,10 +152,10 @@ def get_header(raw_pmc, input_filters, kernel_names): ), dcc.Dropdown( avail_normalizations, - value="per Wave", + id="norm-filt", + value=input_filters["normalization"], clearable=False, style={"width": "150px"}, - disabled=True, # TODO: Turn this off once multi normalization is enabled ), ] ) diff --git a/src/omniperf_cli/utils/gui_components/memchart.py b/src/omniperf_analyze/utils/gui_components/memchart.py similarity index 100% rename from src/omniperf_cli/utils/gui_components/memchart.py rename to src/omniperf_analyze/utils/gui_components/memchart.py diff --git a/src/omniperf_cli/utils/gui_components/roofline.py b/src/omniperf_analyze/utils/gui_components/roofline.py similarity index 99% rename from src/omniperf_cli/utils/gui_components/roofline.py rename to src/omniperf_analyze/utils/gui_components/roofline.py index ec33d7b231..6e4ce2c54c 100644 --- a/src/omniperf_cli/utils/gui_components/roofline.py +++ b/src/omniperf_analyze/utils/gui_components/roofline.py @@ -20,7 +20,7 @@ # THE SOFTWARE. ################################################################################ -from omniperf_cli.utils import roofline_calc +from omniperf_analyze.utils import roofline_calc import numpy as np from dash import html, dash_table diff --git a/src/omniperf_cli/utils/parser.py b/src/omniperf_analyze/utils/parser.py similarity index 99% rename from src/omniperf_cli/utils/parser.py rename to src/omniperf_analyze/utils/parser.py index d64988b17c..ec925cef1a 100644 --- a/src/omniperf_cli/utils/parser.py +++ b/src/omniperf_analyze/utils/parser.py @@ -29,7 +29,7 @@ from matplotlib.pyplot import axis import pandas as pd import numpy as np from tabulate import tabulate -from omniperf_cli.utils import schema +from omniperf_analyze.utils import schema # ------------------------------------------------------------------------------ # Internal global definitions @@ -68,6 +68,7 @@ supported_denom = { "per_wave": "SQ_WAVES", "per_cycle": "GRBM_GUI_ACTIVE", "per_second": "((EndNs - BeginNs) / 1000000000)", + "per_kernel": "1", } # Build-in defined in mongodb variables: diff --git a/src/omniperf_cli/utils/roofline_calc.py b/src/omniperf_analyze/utils/roofline_calc.py similarity index 100% rename from src/omniperf_cli/utils/roofline_calc.py rename to src/omniperf_analyze/utils/roofline_calc.py diff --git a/src/omniperf_cli/utils/schema.py b/src/omniperf_analyze/utils/schema.py similarity index 100% rename from src/omniperf_cli/utils/schema.py rename to src/omniperf_analyze/utils/schema.py diff --git a/src/omniperf_cli/utils/tty.py b/src/omniperf_analyze/utils/tty.py similarity index 99% rename from src/omniperf_cli/utils/tty.py rename to src/omniperf_analyze/utils/tty.py index e57181ea85..0a8befbb98 100644 --- a/src/omniperf_cli/utils/tty.py +++ b/src/omniperf_analyze/utils/tty.py @@ -23,7 +23,7 @@ import pandas as pd from tabulate import tabulate -from omniperf_cli.utils import schema, parser +from omniperf_analyze.utils import schema, parser hidden_columns = ["Tips", "coll_level"] diff --git a/src/parser.py b/src/parser.py index a920b428bc..7e42d28ede 100644 --- a/src/parser.py +++ b/src/parser.py @@ -394,15 +394,15 @@ def parse(my_parser): dest="normal_unit", metavar="", default="per_wave", - choices=["per_wave", "per_cycle", "per_second"], - help="\t\tSpecify the normalization unit: (DEFAULT: per_wave)\n\t\t per_wave\n\t\t per_cycle\n\t\t per_second", + choices=["per_wave", "per_cycle", "per_second", "per_kernel"], + help="\t\tSpecify the normalization unit: (DEFAULT: per_wave)\n\t\t per_wave\n\t\t per_cycle\n\t\t per_second\n\t\t per_kernel", ) analyze_group.add_argument( "--config-dir", dest="config_dir", metavar="", help="\t\tSpecify the directory of customized configs.", - default=OMNIPERF_HOME.joinpath("omniperf_cli/configs"), + default=OMNIPERF_HOME.joinpath("omniperf_analyze/configs"), ) analyze_group.add_argument( "-t", diff --git a/src/perfmon_pub/gfx906_metrics.xml b/src/perfmon_pub/gfx906_metrics.xml deleted file mode 100644 index d12d950cf4..0000000000 --- a/src/perfmon_pub/gfx906_metrics.xml +++ /dev/null @@ -1,5248 +0,0 @@ - - # CPC counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # CPF counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GDS counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GRBM counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SPI counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SQ counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SX counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCC counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCP counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TD counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GRBM_SE counters - - - - - - - - - - - - - - - - - # SDMA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # ATCL2 counters - - - - - - - - - - - - - # MCVML2 counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # ATC counters - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/src/perfmon_pub/gfx908_metrics.xml b/src/perfmon_pub/gfx908_metrics.xml deleted file mode 100644 index 8db51ecf9c..0000000000 --- a/src/perfmon_pub/gfx908_metrics.xml +++ /dev/null @@ -1,5731 +0,0 @@ - - # CPC counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # CPF counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GDS counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GRBM counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SPI counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SQ counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SX counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCC counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCP counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TD counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GRBM_SE counters - - - - - - - - - - - - - - - - - # SDMA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # ATCL2 counters - - - - - - - - - - - - - # MCVML2 counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # ATC counters - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/src/perfmon_pub/gfx90a_metrics.xml b/src/perfmon_pub/gfx90a_metrics.xml deleted file mode 100644 index eb06f2b14d..0000000000 --- a/src/perfmon_pub/gfx90a_metrics.xml +++ /dev/null @@ -1,5587 +0,0 @@ - - # CPC counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # CPF counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GDS counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GRBM counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SPI counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SQ counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SX counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCC counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCP counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TD counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GRBM_SE counters - - - - - - - - - - - - - - - - - # ATCL2 counters - - - - - - - - - - - - - # MCVML2 counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # ATC counters - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/src/perfmon_pub/gfx9_metrics.xml b/src/perfmon_pub/gfx9_metrics.xml deleted file mode 100644 index f9767b3750..0000000000 --- a/src/perfmon_pub/gfx9_metrics.xml +++ /dev/null @@ -1,5161 +0,0 @@ - - # CPC counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # CPF counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GDS counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GRBM counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SPI counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SQ counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # SX counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCC counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TCP counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # TD counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # GRBM_SE counters - - - - - - - - - - - - - - - - - # SDMA counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # ATCL2 counters - - - - - - - - - - - - - # MCVML2 counters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # ATC counters - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/src/perfmon_pub/metrics.xml b/src/perfmon_pub/metrics.xml deleted file mode 100644 index 4871eaf3ac..0000000000 --- a/src/perfmon_pub/metrics.xml +++ /dev/null @@ -1,770 +0,0 @@ -#include "gfx906_metrics.xml" -#include "gfx908_metrics.xml" -#include "gfx90a_metrics.xml" - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - #xlu - TA - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - #xlu -TD - - - - - - - - - - - - - - - - - - - - - - - #xlu -TCP - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # - # - # - - - - - # EA1 - - - - - - - - - - # both EA0 and EA1 should be included - - - - - - #xlu - TCC - - - - - - - - # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - #xlu - TCP - - - - - #xlu - TCC - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - #xlu - TD - - - #xlu - TCP - - - - - - - - # GPUBusy The percentage of time GPU was busy. - - - # Wavefronts Total wavefronts. - - - # VALUInsts The average number of vector ALU instructions executed per work-item (affected by flow control). - - - # SALUInsts The average number of scalar ALU instructions executed per work-item (affected by flow control). - - - # VFetchInsts The average number of vector fetch instructions from the video memory executed per work-item (affected by flow control). Excludes FLAT instructions that fetch from video memory. - - - # SFetchInsts The average number of scalar fetch instructions from the video memory executed per work-item (affected by flow control). - - - # VWriteInsts The average number of vector write instructions to the video memory executed per work-item (affected by flow control). Excludes FLAT instructions that write to video memory. - - - # FlatVMemInsts The average number of FLAT instructions that read from or write to the video memory executed per work item (affected by flow control). Includes FLAT instructions that read from or write to scratch. - - - # LDSInsts The average number of LDS read or LDS write instructions executed per work item (affected by flow control). Excludes FLAT instructions that read from or write to LDS. - - - # FlatLDSInsts The average number of FLAT instructions that read or write to LDS executed per work item (affected by flow control). - - - # GDSInsts The average number of GDS read or GDS write instructions executed per work item (affected by flow control). - - - # FetchSize The total kilobytes fetched from the video memory. This is measured with all extra fetches and any cache or memory effects taken into account. - - - # WriteSize The total kilobytes written to the video memory. This is measured with all extra fetches and any cache or memory effects taken into account. - - - # MemWrites32B The total number of effective 32B write transactions to the memory - - - # MemUnitStalled The percentage of GPUTime the memory unit is stalled. Try reducing the number or size of fetches and writes if possible. Value range: 0% (optimal) to 100% (bad). - - - # WriteUnitStalled The percentage of GPUTime the Write unit is stalled. Value range: 0% to 100% (bad). - - - # ALUStalledByLDS The percentage of GPUTime ALU units are stalled by the LDS input queue being full or the output queue being not ready. If there are LDS bank conflicts, reduce them. Otherwise, try reducing the number of LDS accesses if possible. Value range: 0% (optimal) to 100% (bad). - - - # LDSBankConflict The percentage of GPUTime LDS is stalled by bank conflicts. Value range: 0% (optimal) to 100% (bad). - - - # High level stats - - - - - # ALU stats - - - - - - - - - - # Memory instr rates - - - - - # Memory subsystem stats - # ICache and ScalCache(DCache) stats - - - - - - # L1/L2 caches stats - - - - - - - # Memory latencies - - - # - # - - # DRAM bandwidth - - - - diff --git a/src/perfmon_pub/mi100/pmc_ta_perf.txt b/src/perfmon_pub/mi100/pmc_ta_perf.txt index 851f22400d..938076de7b 100644 --- a/src/perfmon_pub/mi100/pmc_ta_perf.txt +++ b/src/perfmon_pub/mi100/pmc_ta_perf.txt @@ -1,22 +1,11 @@ pmc: GRBM_COUNT GRBM_GUI_ACTIVE SQ_CYCLES SQ_BUSY_CYCLES SQ_BUSY_CU_CYCLES SQ_WAVES SQ_WAVE_CYCLES -pmc: TA_TA_BUSY_sum TA_SH_FIFO_BUSY_sum -pmc: TA_SH_FIFO_CMD_BUSY_sum TA_SH_FIFO_ADDR_BUSY_sum -pmc: TA_SH_FIFO_DATA_BUSY_sum TA_SH_FIFO_DATA_SFIFO_BUSY_sum -pmc: TA_SH_FIFO_DATA_TFIFO_BUSY_sum TA_SQ_TA_CMD_CYCLES_sum -pmc: TA_SP_TA_ADDR_CYCLES_sum TA_SP_TA_DATA_CYCLES_sum - - -# Starvation -pmc: TA_SH_FIFO_ADDR_STARVED_WHILE_BUSY_CYCLES_sum TA_SH_FIFO_CMD_STARVED_WHILE_BUSY_CYCLES_sum -pmc: TA_SH_FIFO_DATA_STARVED_WHILE_BUSY_CYCLES_sum TA_TA_SH_FIFO_STARVED_sum - - +pmc: TA_TA_BUSY_sum # buffer access pmc: TA_BUFFER_WAVEFRONTS_sum TA_BUFFER_READ_WAVEFRONTS_sum pmc: TA_BUFFER_WRITE_WAVEFRONTS_sum TA_BUFFER_ATOMIC_WAVEFRONTS_sum -pmc: TA_BUFFER_TOTAL_CYCLES_sum TA_BUFFER_COALESCABLE_WAVEFRONTS_sum +pmc: TA_BUFFER_TOTAL_CYCLES_sum pmc: TA_BUFFER_COALESCED_READ_CYCLES_sum TA_BUFFER_COALESCED_WRITE_CYCLES_sum @@ -26,8 +15,7 @@ pmc: TA_ADDR_STALLED_BY_TD_CYCLES_sum TA_DATA_STALLED_BY_TC_CYCLES_sum # flat accesses pmc: TA_FLAT_WAVEFRONTS_sum TA_FLAT_READ_WAVEFRONTS_sum -pmc: TA_FLAT_WRITE_WAVEFRONTS_sum TA_FLAT_ATOMIC_WAVEFRONTS_sum -pmc: TA_FLAT_COALESCEABLE_WAVEFRONTS_sum +pmc: TA_FLAT_WRITE_WAVEFRONTS_sum TA_FLAT_ATOMIC_WAVEFRONTS_sum range: diff --git a/src/perfmon_pub/mi200/pmc_ta_perf.txt b/src/perfmon_pub/mi200/pmc_ta_perf.txt index 851f22400d..45dc9d7bf1 100644 --- a/src/perfmon_pub/mi200/pmc_ta_perf.txt +++ b/src/perfmon_pub/mi200/pmc_ta_perf.txt @@ -1,22 +1,11 @@ pmc: GRBM_COUNT GRBM_GUI_ACTIVE SQ_CYCLES SQ_BUSY_CYCLES SQ_BUSY_CU_CYCLES SQ_WAVES SQ_WAVE_CYCLES -pmc: TA_TA_BUSY_sum TA_SH_FIFO_BUSY_sum -pmc: TA_SH_FIFO_CMD_BUSY_sum TA_SH_FIFO_ADDR_BUSY_sum -pmc: TA_SH_FIFO_DATA_BUSY_sum TA_SH_FIFO_DATA_SFIFO_BUSY_sum -pmc: TA_SH_FIFO_DATA_TFIFO_BUSY_sum TA_SQ_TA_CMD_CYCLES_sum -pmc: TA_SP_TA_ADDR_CYCLES_sum TA_SP_TA_DATA_CYCLES_sum - - -# Starvation -pmc: TA_SH_FIFO_ADDR_STARVED_WHILE_BUSY_CYCLES_sum TA_SH_FIFO_CMD_STARVED_WHILE_BUSY_CYCLES_sum -pmc: TA_SH_FIFO_DATA_STARVED_WHILE_BUSY_CYCLES_sum TA_TA_SH_FIFO_STARVED_sum - - +pmc: TA_TA_BUSY_sum # buffer access pmc: TA_BUFFER_WAVEFRONTS_sum TA_BUFFER_READ_WAVEFRONTS_sum pmc: TA_BUFFER_WRITE_WAVEFRONTS_sum TA_BUFFER_ATOMIC_WAVEFRONTS_sum -pmc: TA_BUFFER_TOTAL_CYCLES_sum TA_BUFFER_COALESCABLE_WAVEFRONTS_sum +pmc: TA_BUFFER_TOTAL_CYCLES_sum pmc: TA_BUFFER_COALESCED_READ_CYCLES_sum TA_BUFFER_COALESCED_WRITE_CYCLES_sum @@ -27,7 +16,6 @@ pmc: TA_ADDR_STALLED_BY_TD_CYCLES_sum TA_DATA_STALLED_BY_TC_CYCLES_sum # flat accesses pmc: TA_FLAT_WAVEFRONTS_sum TA_FLAT_READ_WAVEFRONTS_sum pmc: TA_FLAT_WRITE_WAVEFRONTS_sum TA_FLAT_ATOMIC_WAVEFRONTS_sum -pmc: TA_FLAT_COALESCEABLE_WAVEFRONTS_sum range: diff --git a/src/perfmon_pub/mi50/pmc_ta_perf.txt b/src/perfmon_pub/mi50/pmc_ta_perf.txt index 851f22400d..9c6fa835c4 100644 --- a/src/perfmon_pub/mi50/pmc_ta_perf.txt +++ b/src/perfmon_pub/mi50/pmc_ta_perf.txt @@ -1,22 +1,11 @@ pmc: GRBM_COUNT GRBM_GUI_ACTIVE SQ_CYCLES SQ_BUSY_CYCLES SQ_BUSY_CU_CYCLES SQ_WAVES SQ_WAVE_CYCLES -pmc: TA_TA_BUSY_sum TA_SH_FIFO_BUSY_sum -pmc: TA_SH_FIFO_CMD_BUSY_sum TA_SH_FIFO_ADDR_BUSY_sum -pmc: TA_SH_FIFO_DATA_BUSY_sum TA_SH_FIFO_DATA_SFIFO_BUSY_sum -pmc: TA_SH_FIFO_DATA_TFIFO_BUSY_sum TA_SQ_TA_CMD_CYCLES_sum -pmc: TA_SP_TA_ADDR_CYCLES_sum TA_SP_TA_DATA_CYCLES_sum - - -# Starvation -pmc: TA_SH_FIFO_ADDR_STARVED_WHILE_BUSY_CYCLES_sum TA_SH_FIFO_CMD_STARVED_WHILE_BUSY_CYCLES_sum -pmc: TA_SH_FIFO_DATA_STARVED_WHILE_BUSY_CYCLES_sum TA_TA_SH_FIFO_STARVED_sum - - +pmc: TA_TA_BUSY_sum # buffer access pmc: TA_BUFFER_WAVEFRONTS_sum TA_BUFFER_READ_WAVEFRONTS_sum pmc: TA_BUFFER_WRITE_WAVEFRONTS_sum TA_BUFFER_ATOMIC_WAVEFRONTS_sum -pmc: TA_BUFFER_TOTAL_CYCLES_sum TA_BUFFER_COALESCABLE_WAVEFRONTS_sum +pmc: TA_BUFFER_TOTAL_CYCLES_sum pmc: TA_BUFFER_COALESCED_READ_CYCLES_sum TA_BUFFER_COALESCED_WRITE_CYCLES_sum @@ -26,8 +15,7 @@ pmc: TA_ADDR_STALLED_BY_TD_CYCLES_sum TA_DATA_STALLED_BY_TC_CYCLES_sum # flat accesses pmc: TA_FLAT_WAVEFRONTS_sum TA_FLAT_READ_WAVEFRONTS_sum -pmc: TA_FLAT_WRITE_WAVEFRONTS_sum TA_FLAT_ATOMIC_WAVEFRONTS_sum -pmc: TA_FLAT_COALESCEABLE_WAVEFRONTS_sum +pmc: TA_FLAT_WRITE_WAVEFRONTS_sum TA_FLAT_ATOMIC_WAVEFRONTS_sum range: diff --git a/utils/build.sh b/utils/build.sh index 45625a8d3d..e980aff882 100755 --- a/utils/build.sh +++ b/utils/build.sh @@ -5,7 +5,7 @@ pyinstaller src/omniperf.py \ --add-data "src/perfmon_pub/*:perfmon_pub" \ --add-data "src/utils/*:utils" \ --add-data "src/soc_params/*.csv:soc_params" \ - --add-data "src/omniperf_cli/*:omniperf_cli" \ + --add-data "src/omniperf_analyze/*:omniperf_analyze" \ --hidden-import matplotlib.backends.backend_pdf \ ${@} @@ -57,8 +57,8 @@ cp -r ${dash_loc:10}/dash_svg "$distpath"/omniperf/ echo "(build.sh) Fixing flattened directories" #TODO: Copy orig file structure from over to flattened packaged version -rm -rf "$distpath"/omniperf/omniperf_cli/ -cp -r src/omniperf_cli/ "$distpath"/omniperf/ +rm -rf "$distpath"/omniperf/omniperf_analyze/ +cp -r src/omniperf_analyze/ "$distpath"/omniperf/ rm -rf "$distpath"/omniperf/perfmon_pub/ cp -r src/perfmon_pub/ "$distpath"/omniperf/