# Technical Document Analysis: GPU Throughput vs. Hidden Size
## Chart Description
The image is a line chart comparing the throughput performance of two GPUs (A100 and V100) across varying hidden sizes. The chart uses two distinct data series with color-coded markers and lines.
---
### **Axis Labels and Scales**
- **X-Axis (Hidden Size):**
- Label: "Hidden Size"
- Range: 0 to 32,768
- Increment: 2,048 (e.g., 0, 2048, 4096, ..., 32768)
- Format: Numerical values with exponential notation (e.g., 2048, 4096).
- **Y-Axis (Throughput):**
- Label: "Throughput (TFLOP/s)"
- Range: 0 to 250
- Increment: 50 (e.g., 0, 50, 100, ..., 250).
---
### **Legend**
- **Location:** Top-right corner of the chart.
- **Labels and Colors:**
- `A100`: Blue line with circular markers (`●`).
- `V100`: Orange line with circular markers (`●`).
---
### **Data Series Analysis**
#### **A100 (Blue Line)**
- **Trend:**
- Starts at 0 TFLOP/s for hidden size = 0.
- Sharp increase to ~200 TFLOP/s at hidden size = 8192.
- Plateaus at ~250 TFLOP/s for hidden sizes ≥ 4096.
- **Key Data Points:**
| Hidden Size | Throughput (TFLOP/s) |
|-------------|----------------------|
| 0 | 0 |
| 2048 | 50 |
| 4096 | 100 |
| 6144 | 150 |
| 8192 | 200 |
| 10240+ | 250 (plateau) |
#### **V100 (Orange Line)**
- **Trend:**
- Flat line at ~80 TFLOP/s across all hidden sizes ≥ 1024.
- No data points below hidden size = 1024.
- **Key Data Points:**
| Hidden Size | Throughput (TFLOP/s) |
|-------------|----------------------|
| 1024 | 80 |
| 12288 | 80 |
| 16384 | 80 |
| 20480 | 80 |
| 24576 | 80 |
| 32768 | 80 |
---
### **Spatial Grounding**
- **Legend Placement:** Top-right corner (coordinates: [x, y] = [right, top]).
- **Data Point Colors:**
- Blue markers (`●`) correspond to A100.
- Orange markers (`●`) correspond to V100.
---
### **Trend Verification**
- **A100:**
- Initial slope: Steep upward trend from 0 to 8192 hidden size.
- Plateau: Stable at 250 TFLOP/s beyond 4096 hidden size.
- **V100:**
- Constant throughput of ~80 TFLOP/s across all visible hidden sizes.
---
### **Component Isolation**
1. **Header:** No explicit header text.
2. **Main Chart:**
- Line plot with two data series (A100 and V100).
- Gridlines implied by axis increments.
3. **Footer:** No footer text.
---
### **Textual Information Extraction**
- **Axis Titles:**
- X: "Hidden Size"
- Y: "Throughput (TFLOP/s)"
- **Legend Labels:**
- A100 (blue)
- V100 (orange)
- **Numerical Values:**
- Hidden sizes: 0, 2048, 4096, ..., 32768.
- Throughput: 0, 50, 100, ..., 250.
---
### **Conclusion**
The chart demonstrates that the A100 GPU significantly outperforms the V100 in throughput, particularly at larger hidden sizes. The A100 achieves a maximum throughput of 250 TFLOP/s, while the V100 remains capped at ~80 TFLOP/s. No textual data in languages other than English is present.
