Merge branch 'dev' of https://github.com/AMDResearch/omniperf into kernel_name_mappings

[ROCm/rocprofiler-compute commit: 76da2a9ed5]
2023-08-08 14:49:59 -05:00
@@ -11,6 +11,7 @@ Panel Config:
  data source:
    - metric_table:
        id: 201
+        title: Speed-of-Light
        header:
          metric: Metric
          value: Value
@@ -16,6 +16,9 @@ Panel Config:
          count: Count
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_bar
+          label_txt: (# of instr + $normUnit)
        metric:
          VALU - Vector:
            count: None # No HW module
@@ -27,7 +30,7 @@ Panel Config:
            tips: 
          LDS:
            count: AVG((SQ_INSTS_LDS / $denom))
-            unit: $normUnit
+            unit: (instr + $normUnit)
            tips: 
          VALU - MFMA:
            count: None # No HW module
@@ -58,10 +61,13 @@ Panel Config:
          count: Count
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_bar
+          label_txt: (# of instr + $normUnit)
        metric:
          INT-32:
            count: None # No perf counter
-            unit: $normUnit
+            unit: (instr + $normUnit)
            tips:
          INT-64:
            count: None # No perf counter
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          valu_flops_pop:
            value: None # No perf counter
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Utilization:
            value: AVG(((100 * SQ_LDS_IDX_ACTIVE) / (GRBM_GUI_ACTIVE * $numCU)))
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Bandwidth:
            value: AVG(((SQC_ICACHE_REQ * 100000) / (($sclk * $numSQC)
@@ -15,6 +15,11 @@ Panel Config:
          mertic: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Bandwidth:
            value: AVG(((SQC_DCACHE_REQ * 100000) / (($sclk * $numSQC)
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Buffer Coalescing:
            value: AVG(((((TA_TOTAL_WAVEFRONTS_sum * 64) * 100) / (TCP_TOTAL_ACCESSES_sum
@@ -248,6 +253,8 @@ Panel Config:
          max: Max
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_multi_bar
        metric:
          NC - Read:
            xfer: Read
@@ -361,7 +368,7 @@ Panel Config:
            mean: AVG((TCP_UTCL1_REQUEST_sum / $denom))
            min: MIN((TCP_UTCL1_REQUEST_sum / $denom))
            max: MAX((TCP_UTCL1_REQUEST_sum / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          Hit Ratio:
            mean: AVG((((100 * TCP_UTCL1_TRANSLATION_HIT_sum) / TCP_UTCL1_REQUEST_sum) if
@@ -376,17 +383,17 @@ Panel Config:
            mean: AVG((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
            min: MIN((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
            max: MAX((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
-            units: ( + $normUnit)
+            units: (Hits + $normUnit)
            tips: 
          Misses (Translation):
            mean: AVG((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
            min: MIN((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
            max: MAX((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
-            units: ( + $normUnit)
+            units: (Misses + $normUnit)
            tips: 
          Misses (Permission):
            mean: AVG((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
            min: MIN((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
            max: MAX((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
-            units: ( + $normUnit)
+            units: (Misses + $normUnit)
            tips: 
@@ -16,6 +16,8 @@ Panel Config:
          value: Value
          unit: Unit
          tips: Tips
+        style:
+          type: simple_bar
        metric:
          L2 Util:
            value: AVG(((TCC_BUSY_sum * 100) / (TO_INT($L2Banks) * GRBM_GUI_ACTIVE)))
@@ -301,6 +303,8 @@ Panel Config:
          max: Max
          unit: Unit
          tips: Tips
+        style:
+          type: simple_multi_bar
        metric:
          Read - Remote Socket Stall:
            type: Remote Socket Stall
@@ -204,7 +204,7 @@ Panel Config:
              + TO_INT(TCC_REQ[22])) + TO_INT(TCC_REQ[23])) + TO_INT(TCC_REQ[24])) + TO_INT(TCC_REQ[25]))
              + TO_INT(TCC_REQ[26])) + TO_INT(TCC_REQ[27])) + TO_INT(TCC_REQ[28])) + TO_INT(TCC_REQ[29]))
              + TO_INT(TCC_REQ[30])) + TO_INT(TCC_REQ[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Read Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_READ[0]) + TO_INT(TCC_READ[1]))
@@ -247,7 +247,7 @@ Panel Config:
              + TO_INT(TCC_READ[24])) + TO_INT(TCC_READ[25])) + TO_INT(TCC_READ[26])) +
              TO_INT(TCC_READ[27])) + TO_INT(TCC_READ[28])) + TO_INT(TCC_READ[29])) + TO_INT(TCC_READ[30]))
              + TO_INT(TCC_READ[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Write Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_WRITE[0]) + TO_INT(TCC_WRITE[1]))
@@ -294,7 +294,7 @@ Panel Config:
              + TO_INT(TCC_WRITE[24])) + TO_INT(TCC_WRITE[25])) + TO_INT(TCC_WRITE[26]))
              + TO_INT(TCC_WRITE[27])) + TO_INT(TCC_WRITE[28])) + TO_INT(TCC_WRITE[29]))
              + TO_INT(TCC_WRITE[30])) + TO_INT(TCC_WRITE[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Atomic Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_ATOMIC[0]) + TO_INT(TCC_ATOMIC[1]))
@@ -345,7 +345,7 @@ Panel Config:
              + TO_INT(TCC_ATOMIC[26])) + TO_INT(TCC_ATOMIC[27])) + TO_INT(TCC_ATOMIC[28]))
              + TO_INT(TCC_ATOMIC[29])) + TO_INT(TCC_ATOMIC[30])) + TO_INT(TCC_ATOMIC[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Read Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_RDREQ[0]) + TO_INT(TCC_EA_RDREQ[1]))
@@ -396,7 +396,7 @@ Panel Config:
              + TO_INT(TCC_EA_RDREQ[26])) + TO_INT(TCC_EA_RDREQ[27])) + TO_INT(TCC_EA_RDREQ[28]))
              + TO_INT(TCC_EA_RDREQ[29])) + TO_INT(TCC_EA_RDREQ[30])) + TO_INT(TCC_EA_RDREQ[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Write Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_WRREQ[0]) + TO_INT(TCC_EA_WRREQ[1]))
@@ -447,7 +447,7 @@ Panel Config:
              + TO_INT(TCC_EA_WRREQ[26])) + TO_INT(TCC_EA_WRREQ[27])) + TO_INT(TCC_EA_WRREQ[28]))
              + TO_INT(TCC_EA_WRREQ[29])) + TO_INT(TCC_EA_WRREQ[30])) + TO_INT(TCC_EA_WRREQ[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Atomic Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_ATOMIC[0]) + TO_INT(TCC_EA_ATOMIC[1]))
@@ -498,7 +498,7 @@ Panel Config:
              + TO_INT(TCC_EA_ATOMIC[26])) + TO_INT(TCC_EA_ATOMIC[27])) + TO_INT(TCC_EA_ATOMIC[28]))
              + TO_INT(TCC_EA_ATOMIC[29])) + TO_INT(TCC_EA_ATOMIC[30])) + TO_INT(TCC_EA_ATOMIC[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Read Lat:
            mean: AVG((((((((((((((((((((((((((((((((((TCC_EA_RDREQ_LEVEL[0] + TCC_EA_RDREQ_LEVEL[1])
@@ -11,6 +11,7 @@ Panel Config:
  data source:
    - metric_table:
        id: 201
+        title: Speed-of-Light
        header:
          metric: Metric
          value: Value
@@ -16,6 +16,9 @@ Panel Config:
          count: Count
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_bar
+          label_txt: (# of instr + $normUnit)
        metric:
          VALU - Vector:
            count: AVG(((SQ_INSTS_VALU - SQ_INSTS_MFMA) / $denom))
@@ -58,6 +61,9 @@ Panel Config:
          count: Count
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_bar
+          label_txt: (# of instr + $normUnit)
        metric:
          INT-32:
            count: None # No perf counter
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          valu_flops_pop:
            value: None # No perf counter
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Utilization:
            value: AVG(((100 * SQ_LDS_IDX_ACTIVE) / (GRBM_GUI_ACTIVE * $numCU)))
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Bandwidth:
            value: AVG(((SQC_ICACHE_REQ * 100000) / (($sclk * $numSQC)
@@ -15,6 +15,11 @@ Panel Config:
          mertic: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Bandwidth:
            value: AVG(((SQC_DCACHE_REQ * 100000) / (($sclk * $numSQC)
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Buffer Coalescing:
            value: AVG(((((TA_TOTAL_WAVEFRONTS_sum * 64) * 100) / (TCP_TOTAL_ACCESSES_sum
@@ -248,6 +253,8 @@ Panel Config:
          max: Max
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_multi_bar
        metric:
          NC - Read:
            xfer: Read
@@ -361,7 +368,7 @@ Panel Config:
            mean: AVG((TCP_UTCL1_REQUEST_sum / $denom))
            min: MIN((TCP_UTCL1_REQUEST_sum / $denom))
            max: MAX((TCP_UTCL1_REQUEST_sum / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          Hit Ratio:
            mean: AVG((((100 * TCP_UTCL1_TRANSLATION_HIT_sum) / TCP_UTCL1_REQUEST_sum) if
@@ -376,17 +383,17 @@ Panel Config:
            mean: AVG((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
            min: MIN((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
            max: MAX((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
-            units: ( + $normUnit)
+            units: (Hits + $normUnit)
            tips: 
          Misses (Translation):
            mean: AVG((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
            min: MIN((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
            max: MAX((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
-            units: ( + $normUnit)
+            units: (Misses + $normUnit)
            tips: 
          Misses (Permission):
            mean: AVG((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
            min: MIN((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
            max: MAX((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
-            units: ( + $normUnit)
+            units: (Misses + $normUnit)
            tips: 
@@ -16,6 +16,8 @@ Panel Config:
          value: Value
          unit: Unit
          tips: Tips
+        style:
+          type: simple_bar
        metric:
          L2 Util:
            value: AVG(((TCC_BUSY_sum * 100) / (TO_INT($L2Banks) * GRBM_GUI_ACTIVE)))
@@ -301,6 +303,8 @@ Panel Config:
          max: Max
          unit: Unit
          tips: Tips
+        style:
+          type: simple_multi_bar
        metric:
          Read - Remote Socket Stall:
            type: Remote Socket Stall
@@ -204,7 +204,7 @@ Panel Config:
              + TO_INT(TCC_REQ[22])) + TO_INT(TCC_REQ[23])) + TO_INT(TCC_REQ[24])) + TO_INT(TCC_REQ[25]))
              + TO_INT(TCC_REQ[26])) + TO_INT(TCC_REQ[27])) + TO_INT(TCC_REQ[28])) + TO_INT(TCC_REQ[29]))
              + TO_INT(TCC_REQ[30])) + TO_INT(TCC_REQ[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Read Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_READ[0]) + TO_INT(TCC_READ[1]))
@@ -247,7 +247,7 @@ Panel Config:
              + TO_INT(TCC_READ[24])) + TO_INT(TCC_READ[25])) + TO_INT(TCC_READ[26])) +
              TO_INT(TCC_READ[27])) + TO_INT(TCC_READ[28])) + TO_INT(TCC_READ[29])) + TO_INT(TCC_READ[30]))
              + TO_INT(TCC_READ[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Write Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_WRITE[0]) + TO_INT(TCC_WRITE[1]))
@@ -294,7 +294,7 @@ Panel Config:
              + TO_INT(TCC_WRITE[24])) + TO_INT(TCC_WRITE[25])) + TO_INT(TCC_WRITE[26]))
              + TO_INT(TCC_WRITE[27])) + TO_INT(TCC_WRITE[28])) + TO_INT(TCC_WRITE[29]))
              + TO_INT(TCC_WRITE[30])) + TO_INT(TCC_WRITE[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Atomic Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_ATOMIC[0]) + TO_INT(TCC_ATOMIC[1]))
@@ -345,7 +345,7 @@ Panel Config:
              + TO_INT(TCC_ATOMIC[26])) + TO_INT(TCC_ATOMIC[27])) + TO_INT(TCC_ATOMIC[28]))
              + TO_INT(TCC_ATOMIC[29])) + TO_INT(TCC_ATOMIC[30])) + TO_INT(TCC_ATOMIC[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Read Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_RDREQ[0]) + TO_INT(TCC_EA_RDREQ[1]))
@@ -396,7 +396,7 @@ Panel Config:
              + TO_INT(TCC_EA_RDREQ[26])) + TO_INT(TCC_EA_RDREQ[27])) + TO_INT(TCC_EA_RDREQ[28]))
              + TO_INT(TCC_EA_RDREQ[29])) + TO_INT(TCC_EA_RDREQ[30])) + TO_INT(TCC_EA_RDREQ[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Write Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_WRREQ[0]) + TO_INT(TCC_EA_WRREQ[1]))
@@ -447,7 +447,7 @@ Panel Config:
              + TO_INT(TCC_EA_WRREQ[26])) + TO_INT(TCC_EA_WRREQ[27])) + TO_INT(TCC_EA_WRREQ[28]))
              + TO_INT(TCC_EA_WRREQ[29])) + TO_INT(TCC_EA_WRREQ[30])) + TO_INT(TCC_EA_WRREQ[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Atomic Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_ATOMIC[0]) + TO_INT(TCC_EA_ATOMIC[1]))
@@ -498,7 +498,7 @@ Panel Config:
              + TO_INT(TCC_EA_ATOMIC[26])) + TO_INT(TCC_EA_ATOMIC[27])) + TO_INT(TCC_EA_ATOMIC[28]))
              + TO_INT(TCC_EA_ATOMIC[29])) + TO_INT(TCC_EA_ATOMIC[30])) + TO_INT(TCC_EA_ATOMIC[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Read Lat:
            mean: AVG((((((((((((((((((((((((((((((((((TCC_EA_RDREQ_LEVEL[0] + TCC_EA_RDREQ_LEVEL[1])
@@ -11,6 +11,7 @@ Panel Config:
  data source:
    - metric_table:
        id: 201
+        title: Speed-of-Light
        header:
          metric: Metric
          value: Value
@@ -44,9 +45,9 @@ Panel Config:
          MFMA FLOPs (BF16):
            value: AVG(((SQ_INSTS_VALU_MFMA_MOPS_BF16 * 512) / (EndNs - BeginNs)))
            unit: GFLOP
-            peak: ((($sclk * $numCU) * 512) / 1000)
+            peak: ((($sclk * $numCU) * 1024) / 1000)
            pop: ((100 * AVG(((SQ_INSTS_VALU_MFMA_MOPS_BF16 * 512) / (EndNs - BeginNs))))
-              / ((($sclk * $numCU) * 512) / 1000))
+              / ((($sclk * $numCU) * 1024) / 1000))
            tips: 
          MFMA FLOPs (F16):
            value: AVG(((SQ_INSTS_VALU_MFMA_MOPS_F16 * 512) / (EndNs - BeginNs)))
@@ -16,6 +16,9 @@ Panel Config:
          count: Count
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_bar
+          label_txt: (# of instr + $normUnit)
        metric:
          VALU - Vector:
            count: AVG(((SQ_INSTS_VALU - SQ_INSTS_MFMA) / $denom))
@@ -58,6 +61,9 @@ Panel Config:
          count: Count
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_bar
+          label_txt: (# of instr + $normUnit)
        metric:
          INT32:
            count: AVG((SQ_INSTS_VALU_INT32 / $denom))
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          valu_flops_pop:
            value: ((100 * AVG(((((64 * (((SQ_INSTS_VALU_ADD_F16 + SQ_INSTS_VALU_MUL_F16)
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Utilization:
            value: AVG(((100 * SQ_LDS_IDX_ACTIVE) / (GRBM_GUI_ACTIVE * $numCU)))
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Bandwidth:
            value: AVG(((SQC_ICACHE_REQ * 100000) / (($sclk * $numSQC)
@@ -15,6 +15,11 @@ Panel Config:
          mertic: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Bandwidth:
            value: AVG(((SQC_DCACHE_REQ * 100000) / (($sclk * $numSQC)
@@ -15,6 +15,11 @@ Panel Config:
          metric: Metric
          value: Value
          tips: Tips
+        style:
+          type: simple_bar
+          range_color: [1, 100]
+          label_txt: (%)
+          xrange: [0, 110]
        metric:
          Buffer Coalescing:
            value: AVG(((((TA_TOTAL_WAVEFRONTS_sum * 64) * 100) / (TCP_TOTAL_ACCESSES_sum
@@ -248,6 +253,8 @@ Panel Config:
          max: Max
          unit: Unit
          tips: Tips
+        style: 
+          type: simple_multi_bar
        metric:
          NC - Read:
            xfer: Read
@@ -361,7 +368,7 @@ Panel Config:
            mean: AVG((TCP_UTCL1_REQUEST_sum / $denom))
            min: MIN((TCP_UTCL1_REQUEST_sum / $denom))
            max: MAX((TCP_UTCL1_REQUEST_sum / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          Hit Ratio:
            mean: AVG((((100 * TCP_UTCL1_TRANSLATION_HIT_sum) / TCP_UTCL1_REQUEST_sum) if
@@ -376,17 +383,17 @@ Panel Config:
            mean: AVG((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
            min: MIN((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
            max: MAX((TCP_UTCL1_TRANSLATION_HIT_sum / $denom))
-            units: ( + $normUnit)
+            units: (Hits + $normUnit)
            tips: 
          Misses (Translation):
            mean: AVG((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
            min: MIN((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
            max: MAX((TCP_UTCL1_TRANSLATION_MISS_sum / $denom))
-            units: ( + $normUnit)
+            units: (Misses + $normUnit)
            tips: 
          Misses (Permission):
            mean: AVG((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
            min: MIN((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
            max: MAX((TCP_UTCL1_PERMISSION_MISS_sum / $denom))
-            units: ( + $normUnit)
+            units: (Misses + $normUnit)
            tips: 
@@ -16,6 +16,8 @@ Panel Config:
          value: Value
          unit: Unit
          tips: Tips
+        style:
+          type: simple_bar
        metric:
          L2 Util:
            value: AVG(((TCC_BUSY_sum * 100) / (TO_INT($L2Banks) * GRBM_GUI_ACTIVE)))
@@ -301,6 +303,8 @@ Panel Config:
          max: Max
          unit: Unit
          tips: Tips
+        style:
+          type: simple_multi_bar
        metric:
          Read - Remote Socket Stall:
            type: Remote Socket Stall
@@ -204,7 +204,7 @@ Panel Config:
              + TO_INT(TCC_REQ[22])) + TO_INT(TCC_REQ[23])) + TO_INT(TCC_REQ[24])) + TO_INT(TCC_REQ[25]))
              + TO_INT(TCC_REQ[26])) + TO_INT(TCC_REQ[27])) + TO_INT(TCC_REQ[28])) + TO_INT(TCC_REQ[29]))
              + TO_INT(TCC_REQ[30])) + TO_INT(TCC_REQ[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Read Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_READ[0]) + TO_INT(TCC_READ[1]))
@@ -247,7 +247,7 @@ Panel Config:
              + TO_INT(TCC_READ[24])) + TO_INT(TCC_READ[25])) + TO_INT(TCC_READ[26])) +
              TO_INT(TCC_READ[27])) + TO_INT(TCC_READ[28])) + TO_INT(TCC_READ[29])) + TO_INT(TCC_READ[30]))
              + TO_INT(TCC_READ[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Write Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_WRITE[0]) + TO_INT(TCC_WRITE[1]))
@@ -294,7 +294,7 @@ Panel Config:
              + TO_INT(TCC_WRITE[24])) + TO_INT(TCC_WRITE[25])) + TO_INT(TCC_WRITE[26]))
              + TO_INT(TCC_WRITE[27])) + TO_INT(TCC_WRITE[28])) + TO_INT(TCC_WRITE[29]))
              + TO_INT(TCC_WRITE[30])) + TO_INT(TCC_WRITE[31])) / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L1 - L2 Atomic Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_ATOMIC[0]) + TO_INT(TCC_ATOMIC[1]))
@@ -345,7 +345,7 @@ Panel Config:
              + TO_INT(TCC_ATOMIC[26])) + TO_INT(TCC_ATOMIC[27])) + TO_INT(TCC_ATOMIC[28]))
              + TO_INT(TCC_ATOMIC[29])) + TO_INT(TCC_ATOMIC[30])) + TO_INT(TCC_ATOMIC[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Read Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_RDREQ[0]) + TO_INT(TCC_EA_RDREQ[1]))
@@ -396,7 +396,7 @@ Panel Config:
              + TO_INT(TCC_EA_RDREQ[26])) + TO_INT(TCC_EA_RDREQ[27])) + TO_INT(TCC_EA_RDREQ[28]))
              + TO_INT(TCC_EA_RDREQ[29])) + TO_INT(TCC_EA_RDREQ[30])) + TO_INT(TCC_EA_RDREQ[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Write Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_WRREQ[0]) + TO_INT(TCC_EA_WRREQ[1]))
@@ -447,7 +447,7 @@ Panel Config:
              + TO_INT(TCC_EA_WRREQ[26])) + TO_INT(TCC_EA_WRREQ[27])) + TO_INT(TCC_EA_WRREQ[28]))
              + TO_INT(TCC_EA_WRREQ[29])) + TO_INT(TCC_EA_WRREQ[30])) + TO_INT(TCC_EA_WRREQ[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Atomic Req:
            mean: AVG((((((((((((((((((((((((((((((((((TO_INT(TCC_EA_ATOMIC[0]) + TO_INT(TCC_EA_ATOMIC[1]))
@@ -498,7 +498,7 @@ Panel Config:
              + TO_INT(TCC_EA_ATOMIC[26])) + TO_INT(TCC_EA_ATOMIC[27])) + TO_INT(TCC_EA_ATOMIC[28]))
              + TO_INT(TCC_EA_ATOMIC[29])) + TO_INT(TCC_EA_ATOMIC[30])) + TO_INT(TCC_EA_ATOMIC[31]))
              / 32) / $denom))
-            units: ( + $normUnit)
+            units: (Req + $normUnit)
            tips: 
          L2 - EA Read Lat:
            mean: AVG((((((((((((((((((((((((((((((((((TCC_EA_RDREQ_LEVEL[0] + TCC_EA_RDREQ_LEVEL[1])
@@ -46,38 +46,45 @@ from pathlib import Path
 from omniperf_analyze.utils import parser, file_io
 from omniperf_analyze.utils.gui_components.roofline import get_roofline

+archConfigs = {}

-def initialize_run(args, normalization_filter=None):
-    import pandas as pd
-    from collections import OrderedDict
+
+################################################
+# Helper Functions
+################################################
+def generate_config(arch, config_dir, list_kernels, filter_metrics):
    from omniperf_analyze.utils import schema
+
+    single_panel_config = file_io.is_single_panel_config(Path(config_dir))
+    global archConfigs
+
+    ac = schema.ArchConfig()
+    if list_kernels:
+        ac.panel_configs = file_io.top_stats_build_in_config
+    else:
+        arch_panel_config = (
+            config_dir if single_panel_config else config_dir.joinpath(arch)
+        )
+        ac.panel_configs = file_io.load_panel_configs(arch_panel_config)
+
+    # TODO: filter_metrics should/might be one per arch
+    # print(ac)
+
+    parser.build_dfs(ac, filter_metrics)
+
+    archConfigs[arch] = ac
+
+    return archConfigs  # Note: This return comes in handy for rocScope which borrows generate_configs() in its rocomni plugin
+
+
+def list_metrics(args):
+    import pandas as pd
    from tabulate import tabulate

-    # 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)
-
-    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()
-        if args.list_kernels:
-            ac.panel_configs = file_io.top_stats_build_in_config
-        else:
-            arch_panel_config = (
-                args.config_dir if single_panel_config else args.config_dir.joinpath(arch)
-            )
-            ac.panel_configs = file_io.load_panel_configs(arch_panel_config)
-
-        # TODO: filter_metrics should/might be one per arch
-        # print(ac)
-
-        parser.build_dfs(ac, args.filter_metrics)
-
-        archConfigs[arch] = ac
-
    if args.list_metrics in file_io.supported_arch.keys():
+        arch = args.list_metrics
+        if arch not in archConfigs.keys():
+            generate_config(arch, args.config_dir, args.list_kernels, args.filter_metrics)
        print(
            tabulate(
                pd.DataFrame.from_dict(
@@ -91,7 +98,12 @@ def initialize_run(args, normalization_filter=None):
            file=output,
        )
        sys.exit(0)
+    else:
+        print("Error: Unsupported arch")
+        sys.exit(-1)

+
+def load_options(args, normalization_filter):
    # Use original normalization or user input from GUI
    if not normalization_filter:
        for k, v in archConfigs.items():
@@ -100,10 +112,7 @@ def initialize_run(args, normalization_filter=None):
        for k, v in archConfigs.items():
            parser.build_metric_value_string(v.dfs, v.dfs_type, normalization_filter)

-    runs = OrderedDict()
-
    # err checking for multiple runs and multiple gpu_kernel filter
-    # TODO: move it to util
    if args.gpu_kernel and (len(args.path) != len(args.gpu_kernel)):
        if len(args.gpu_kernel) == 1:
            for i in range(len(args.path) - 1):
@@ -115,6 +124,31 @@ def initialize_run(args, normalization_filter=None):
            )
            sys.exit(-1)

+
+################################################
+# Core Functions
+################################################
+def initialize_run(args, normalization_filter=None):
+    from collections import OrderedDict
+    from omniperf_analyze.utils import schema
+
+    # 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)
+
+    if args.list_metrics:
+        list_metrics(args)
+
+    # Load required configs
+    for d in args.path:
+        sys_info = file_io.load_sys_info(Path(d[0], "sysinfo.csv"))
+        arch = sys_info.iloc[0]["gpu_soc"]
+        generate_config(arch, args.config_dir, args.list_kernels, args.filter_metrics)
+
+    load_options(args, normalization_filter)
+
+    runs = OrderedDict()
+
    # Todo: warning single -d with multiple dirs
    for d in args.path:
        w = schema.Workload()
@@ -201,10 +235,21 @@ def run_cli(args, runs):
        parser.load_table_data(
            runs[d[0]], d[0], is_gui, args.g, args.verbose
        )  # create the loaded table
+    # TODO: In show_* functions always assume newest architecture. This way newest configs/figures are loaded
    if args.list_kernels:
-        tty.show_kernels(args, runs, archConfigs["gfx90a"], output)
+        tty.show_kernels(
+            args,
+            runs,
+            archConfigs[runs[args.path[0][0]].sys_info.iloc[0]["gpu_soc"]],
+            output,
+        )
    else:
-        tty.show_all(args, runs, archConfigs["gfx90a"], output)
+        tty.show_all(
+            args,
+            runs,
+            archConfigs[runs[args.path[0][0]].sys_info.iloc[0]["gpu_soc"]],
+            output,
+        )


 def roofline_only(path_to_dir, dev_id, sort_type, mem_level, kernel_names, verbose):
@@ -321,6 +321,71 @@ def update_normUnit_string(equation, unit):
    ).capitalize()


+def gen_counter_list(formula):
+    function_filter = {
+        "MIN": None,
+        "MAX": None,
+        "AVG": None,
+        "ROUND": None,
+        "TO_INT": None,
+        "GB": None,
+        "STD": None,
+        "GFLOP": None,
+        "GOP": None,
+        "OP": None,
+        "CU": None,
+        "NC": None,
+        "UC": None,
+        "CC": None,
+        "RW": None,
+        "GIOP": None,
+        "GFLOPs": None,
+        "CONCAT": None,
+        "MOD": None,
+    }
+
+    built_in_counter = [
+        "lds",
+        "grd",
+        "wgr",
+        "arch_vgpr",
+        "accum_vgpr",
+        "sgpr",
+        "scr",
+        "BeginNs",
+        "EndNs",
+    ]
+
+    visited = False
+    counters = []
+    if not isinstance(formula, str):
+        return visited, counters
+    try:
+        tree = ast.parse(
+            formula.replace("$normUnit", "SQ_WAVES")
+            .replace("$denom", "SQ_WAVES")
+            .replace(
+                "$numActiveCUs",
+                "TO_INT(MIN((((ROUND(AVG(((4 * SQ_BUSY_CU_CYCLES) / GRBM_GUI_ACTIVE)), \
+              0) / $maxWavesPerCU) * 8) + MIN(MOD(ROUND(AVG(((4 * SQ_BUSY_CU_CYCLES) \
+              / GRBM_GUI_ACTIVE)), 0), $maxWavesPerCU), 8)), $numCU))",
+            )
+            .replace("$", "")
+        )
+        for node in ast.walk(tree):
+            if isinstance(node, ast.Name):
+                val = str(node.id)[:-4] if str(node.id).endswith("_sum") else str(node.id)
+                if val.isupper() and val not in function_filter:
+                    counters.append(val)
+                    visited = True
+                if val in built_in_counter:
+                    visited = True
+    except:
+        pass
+
+    return visited, counters
+
+
 def build_dfs(archConfigs, filter_metrics):
    """
    - Build dataframe for each type of data source within each panel.
@@ -338,10 +403,16 @@ def build_dfs(archConfigs, filter_metrics):
    d = {}
    metric_list = {}
    dfs_type = {}
+    metric_counters = {}
    for panel_id, panel in archConfigs.panel_configs.items():
+        panel_idx = str(panel_id // 100)
        for data_source in panel["data source"]:
            for type, data_cofig in data_source.items():
                if type == "metric_table":
+                    metric_list[panel_idx] = panel["title"]
+                    table_idx = panel_idx + "." + str(data_cofig["id"] % 100)
+                    metric_list[table_idx] = data_cofig["title"]
+
                    headers = ["Index"]
                    for key, tile in data_cofig["header"].items():
                        if key != "tips":
@@ -355,20 +426,16 @@ def build_dfs(archConfigs, filter_metrics):

                    i = 0
                    for key, entries in data_cofig["metric"].items():
-                        data_source_idx = (
-                            str(data_cofig["id"] // 100)
-                            + "."
-                            + str(data_cofig["id"] % 100)
-                        )
-                        metric_idx = data_source_idx + "." + str(i)
+                        metric_idx = table_idx + "." + str(i)
                        values = []
+                        eqn_content = []

                        if (
                            (not filter_metrics)
                            or (metric_idx in filter_metrics)  # no filter
                            or  # metric in filter
                            # the whole table in filter
-                            (data_source_idx in filter_metrics)
+                            (table_idx in filter_metrics)
                            or
                            # the whole IP block in filter
                            (str(panel_id // 100) in filter_metrics)
@@ -378,6 +445,7 @@ def build_dfs(archConfigs, filter_metrics):
                            for k, v in entries.items():
                                if k != "tips" and k != "coll_level" and k != "alias":
                                    values.append(v)
+                                    eqn_content.append(v)

                            if "alias" in entries.keys():
                                values.append(entries["alias"])
@@ -395,7 +463,21 @@ def build_dfs(archConfigs, filter_metrics):
                            df = pd.concat([df, df_new_row])

                        # collect metric_list
-                        metric_list[metric_idx] = key.replace(" ", "_")
+                        metric_list[metric_idx] = key
+                        # generate mapping of counters and metrics
+                        filter = {}
+                        _visited = False
+                        for formula in eqn_content:
+                            if formula is not None and formula != "None":
+                                visited, counters = gen_counter_list(formula)
+                                if visited:
+                                    _visited = True
+                                for k in counters:
+                                    filter[k] = None
+
+                        if len(filter) > 0 or _visited:
+                            metric_counters[key] = list(filter)
+
                        i += 1

                    df.set_index("Index", inplace=True)
@@ -431,6 +513,7 @@ def build_dfs(archConfigs, filter_metrics):
    setattr(archConfigs, "dfs", d)
    setattr(archConfigs, "metric_list", metric_list)
    setattr(archConfigs, "dfs_type", dfs_type)
+    setattr(archConfigs, "metric_counters", metric_counters)


 def build_metric_value_string(dfs, dfs_type, normal_unit):
@@ -469,7 +552,12 @@ def eval_metric(dfs, dfs_type, sys_info, soc_spec, raw_pmc_df, debug):

    # confirm no illogical counter values (only consider non-roofline runs)
    roof_only_run = sys_info.ip_blocks == "roofline"
-    if not roof_only_run and (raw_pmc_df["pmc_perf"]["GRBM_GUI_ACTIVE"] == 0).any():
+    rocscope_run = sys_info.ip_blocks == "rocscope"
+    if (
+        not rocscope_run
+        and not roof_only_run
+        and (raw_pmc_df["pmc_perf"]["GRBM_GUI_ACTIVE"] == 0).any()
+    ):
        print("WARNING: Dectected GRBM_GUI_ACTIVE == 0\nHaulting execution.")
        sys.exit(1)

@@ -711,12 +799,13 @@ def load_kernel_top(workload, dir):
    workload.dfs.update(tmp)


-def load_table_data(workload, dir, is_gui, debug, verbose):
+def load_table_data(workload, dir, is_gui, debug, verbose, skipKernelTop=False):
    """
    Load data for all "raw_csv_table".
    Calculate mertric value for all "metric_table".
    """
-    load_kernel_top(workload, dir)
+    if not skipKernelTop:
+        load_kernel_top(workload, dir)

    eval_metric(
        workload.dfs,
@@ -52,6 +52,9 @@ class ArchConfig:
    # [Index: Metric name] pairs
    metric_list: Dict[str, str] = field(default_factory=dict)

+    # [Metric name: Counters] pairs
+    metric_counters: Dict[str, list] = field(default_factory=dict)
+

@dataclass
 class Workload:
@@ -0,0 +1,119 @@
+##############################################################################bl
+# MIT License
+#
+# Copyright (c) 2021 - 2023 Advanced Micro Devices, Inc. All Rights Reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+##############################################################################el
+
+import plotly.express as px
+import pandas as pd
+
+
+# Notes:
+#   This file includes implementation of a few simple but common charts in CLI.
+#   We try to auto-size the layout to cover most of the cases as default. If it
+#   doesn't work, apply style config in yaml for each dashboard.
+
+
+def simple_bar(df, title: str = None, id=None, style: dict = None, orientation="h"):
+    """
+    Plot data with simple bar chart
+    """
+
+    # TODO: handle None properly
+    if "Metric" in df.columns and ("Count" in df.columns or "Value" in df.columns):
+        detected_label = "Count" if "Count" in df.columns else "Value"
+        df[detected_label] = [
+            x.astype(int) if x != "" else int(0) for x in df[detected_label]
+        ]
+    else:
+        raise NameError("simple_bar: No Metric or Count in df columns!")
+
+    # Assign figure characteristics
+    range_color = style.get("range_color", None)
+    label_txt = style.get("label_txt", None)
+    xrange = style.get("xrange", None)
+    if label_txt is not None:
+        label_txt = label_txt.strip("()")
+        try:
+            label_txt = label_txt.replace("+ $normUnit", df["Unit"][0])
+        except KeyError:
+            print("No units found in df. Auto labeling.")
+
+    # Overrides for figure chatacteristics
+    if id == 1701.1:
+        label_txt = "%"
+        range_color = [0, 100]
+        xrange = [0, 110]
+    if id == 1701.2:
+        label_txt = "Gb/s"
+        range_color = [0, 1638]
+        xrange = [0, 1638]
+
+    fig = px.bar(
+        df,
+        title=title,
+        x=detected_label,
+        y="Metric",
+        color=detected_label,
+        range_color=range_color,
+        labels={detected_label: label_txt},
+        orientation=orientation,
+    ).update_xaxes(range=xrange)
+
+    return fig
+
+
+def simple_multi_bar(df, title=None, id=None):
+    """
+    Plot data with simple multiple bar chart
+    """
+
+    # TODO: handle Nan and None properly
+    if "Metric" in df.columns and "Avg" in df.columns:
+        df["Avg"] = [x.astype(int) if x != "" else int(0) for x in df["Avg"]]
+    else:
+        raise NameError("simple_multi_bar: No Metric or Count in df columns!")
+
+    dfigs = []
+    nested_bar = {}
+    df_unit = df["Unit"][0]
+    if id == 1604:
+        nested_bar = {"NC": {}, "UC": {}, "RW": {}, "CC": {}}
+        for index, row in df.iterrows():
+            nested_bar[row["Coherency"]][row["Xfer"]] = row["Avg"]
+    if id == 1704:
+        nested_bar = {"Read": {}, "Write": {}}
+        for index, row in df.iterrows():
+            nested_bar[row["Transaction"]][row["Type"]] = row["Avg"]
+
+    for group, metric in nested_bar.items():
+        dfigs.append(
+            px.bar(
+                title=group,
+                x=metric.values(),
+                y=metric.keys(),
+                labels={"x": df_unit, "y": ""},
+                text=metric.values(),
+            )
+            .update_xaxes(showgrid=False, rangemode="nonnegative")
+            .update_yaxes(showgrid=False)
+        )
+    return dfigs