## Line Chart: Performance Comparison of Different Configurations ### Overview This line chart compares the performance (measured in Mstencil/s) of several configurations – `mm_2x3o`, `mm_2x3`, `lc_2x3o`, `lc_2x3`, `Streaming BW peak`, and `L3 BW peak` – across varying input lengths (ranging from 0 to 400). The chart visualizes how performance changes as the input length increases for each configuration. ### Components/Axes * **X-axis:** Input length, ranging from approximately 0 to 400. The axis is labeled "Input length". * **Y-axis:** Performance, measured in Mstencil/s, ranging from approximately 40 to 160. The axis is labeled "Mstencil/s". * **Legend:** Located in the top-right corner of the chart. It identifies each line with its corresponding configuration: * `mm_2x3o` (Black solid line) * `mm_2x3` (Gray solid line) * `lc_2x3o` (Green solid line) * `lc_2x3` (Gray dotted line) * `Streaming BW peak` (Black dashed line) * `L3 BW peak` (Gray dotted line) ### Detailed Analysis Here's a breakdown of each line's trend and approximate data points: * **`mm_2x3o` (Black solid line):** Starts at approximately 60 Mstencil/s at an input length of 0, decreases sharply to around 45 Mstencil/s at an input length of 20, then gradually increases to around 65 Mstencil/s at an input length of 300, and finally drops to approximately 50 Mstencil/s at an input length of 400. * **`mm_2x3` (Gray solid line):** Begins at approximately 55 Mstencil/s at an input length of 0, fluctuates between 60 and 75 Mstencil/s for input lengths between 20 and 250, and then decreases to around 50 Mstencil/s at an input length of 400. * **`lc_2x3o` (Green solid line):** Exhibits a dramatic initial spike, starting at approximately 150 Mstencil/s at an input length of 0, peaking at around 155 Mstencil/s at an input length of 10, then rapidly declines to approximately 80 Mstencil/s at an input length of 50. It then fluctuates between 70 and 90 Mstencil/s for input lengths between 50 and 300, and finally decreases to around 70 Mstencil/s at an input length of 400. * **`lc_2x3` (Gray dotted line):** Starts at approximately 140 Mstencil/s at an input length of 0, decreases to around 80 Mstencil/s at an input length of 50, and then fluctuates between 75 and 90 Mstencil/s for input lengths between 50 and 300, ending at approximately 70 Mstencil/s at an input length of 400. * **`Streaming BW peak` (Black dashed line):** Maintains a relatively constant performance of approximately 120 Mstencil/s across all input lengths. * **`L3 BW peak` (Gray dotted line):** Starts at approximately 125 Mstencil/s at an input length of 0, decreases to around 115 Mstencil/s at an input length of 50, and then remains relatively constant at around 120 Mstencil/s for the remainder of the input length range. ### Key Observations * `lc_2x3o` demonstrates the most significant initial performance spike, followed by a rapid decline. * `Streaming BW peak` and `L3 BW peak` exhibit the most stable performance across all input lengths. * `mm_2x3o` and `mm_2x3` show similar trends, with relatively moderate performance fluctuations. * `lc_2x3` and `lc_2x3o` have similar performance after the initial spike of `lc_2x3o`. ### Interpretation The chart suggests that the `lc_2x3o` configuration is highly sensitive to input length, offering exceptional performance for very small inputs but quickly diminishing as the input length increases. The `Streaming BW peak` and `L3 BW peak` configurations provide consistent performance regardless of input length, making them suitable for applications requiring stable throughput. The `mm_2x3o` and `mm_2x3` configurations offer a balance between performance and stability, but their performance is generally lower than the peak performance of `lc_2x3o` for small inputs. The initial spike of `lc_2x3o` could indicate a benefit from a specific optimization that is only effective for very small input sizes. The relatively flat lines of `Streaming BW peak` and `L3 BW peak` suggest that these configurations are less affected by input size, potentially due to buffering or other mechanisms that mitigate the impact of varying input lengths. The differences between `mm` and `lc` configurations could be related to memory management or data locality strategies.