# Technical Document Extraction: GPU Throughput Analysis ## Chart Overview The image presents a line chart comparing the computational throughput (in TFLOP/s) of two GPU architectures (A100 and V100) across varying hidden sizes. The chart demonstrates performance scaling relationships between model complexity (hidden size) and hardware capability. ### Axis Labels - **Y-axis**: Throughput (TFLOP/s) Scale: 0–200 in increments of 50 - **X-axis**: Hidden Size Discrete values: 2048, 4096, 6144, 8192, 10240, 12288, 14336, 16384, 18432, 20480, 22528, 24576, 26624, 28672, 30720, 32768 ### Legend - **Location**: Top-right quadrant - **Labels**: - `A100` (blue line) - `V100` (orange line) ### Data Series Analysis #### A100 (Blue Line) - **Trend**: Linear upward slope with consistent growth - **Key Data Points**: - 2048: 0 TFLOP/s - 4096: ~20 TFLOP/s - 6144: ~40 TFLOP/s - 8192: ~60 TFLOP/s - 10240: ~80 TFLOP/s - 12288: ~100 TFLOP/s - 14336: ~120 TFLOP/s - 16384: ~140 TFLOP/s - 18432: ~150 TFLOP/s - 20480: ~160 TFLOP/s - 22528: ~170 TFLOP/s - 24576: ~180 TFLOP/s - 26624: ~190 TFLOP/s - 28672: ~200 TFLOP/s - 30720: ~210 TFLOP/s - 32768: ~220 TFLOP/s #### V100 (Orange Line) - **Trend**: Sublinear growth with plateauing behavior - **Key Data Points**: - 2048: 0 TFLOP/s - 4096: ~10 TFLOP/s - 6144: ~20 TFLOP/s - 8192: ~30 TFLOP/s - 10240: ~40 TFLOP/s - 12288: ~50 TFLOP/s - 14336: ~50 TFLOP/s - 16384: ~50 TFLOP/s - 18432: ~50 TFLOP/s - 20480: ~50 TFLOP/s - 22528: ~50 TFLOP/s - 24576: ~50 TFLOP/s - 26624: ~50 TFLOP/s - 28672: ~50 TFLOP/s - 30720: ~50 TFLOP/s - 32768: ~50 TFLOP/s ### Error Bars - Both lines feature vertical error bars indicating measurement variability - A100 error bars show increasing spread at higher hidden sizes - V100 error bars remain relatively constant after 12288 hidden size ### Spatial Grounding - Legend positioned at [x=0.85, y=0.95] (normalized coordinates) - Color consistency verified: - Blue markers correspond to A100 data points - Orange markers correspond to V100 data points ### Technical Implications 1. A100 demonstrates linear scaling efficiency up to 32768 hidden size 2. V100 exhibits diminishing returns beyond 12288 hidden size 3. Performance gap widens exponentially at larger hidden sizes (e.g., 32768: A100=220 vs V100=50) ## Data Table Reconstruction | Hidden Size | A100 (TFLOP/s) | V100 (TFLOP/s) | |-------------|----------------|----------------| | 2048 | 0 | 0 | | 4096 | 20 | 10 | | 6144 | 40 | 20 | | 8192 | 60 | 30 | | 10240 | 80 | 40 | | 12288 | 100 | 50 | | 14336 | 120 | 50 | | 16384 | 140 | 50 | | 18432 | 150 | 50 | | 20480 | 160 | 50 | | 22528 | 170 | 50 | | 24576 | 180 | 50 | | 26624 | 190 | 50 | | 28672 | 200 | 50 | | 30720 | 210 | 50 | | 32768 | 220 | 50 | ## Chart Type Line chart with error bars, comparing two continuous data series across a categorical x-axis. ## Language Notes - All text in English - No non-English content detected