- Introduced comprehensive benchmark tests for NIP-44 and NIP-4 encryption/decryption, including various message sizes and round-trip operations. - Implemented optimizations to reduce memory allocations and CPU processing time in encryption functions, focusing on pre-allocating buffers and minimizing reallocations. - Enhanced error handling in encryption and decryption processes to ensure robustness. - Documented performance improvements in the new PERFORMANCE_REPORT.md file, highlighting significant reductions in execution time and memory usage.
241 lines
9.7 KiB
Markdown
241 lines
9.7 KiB
Markdown
# Encryption Performance Optimization Report
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## Executive Summary
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This report documents the profiling and optimization of encryption functions in the `next.orly.dev/pkg/crypto/encryption` package. The optimization focused on reducing memory allocations and CPU processing time for NIP-44 and NIP-4 encryption/decryption operations.
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## Methodology
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### Profiling Setup
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1. Created comprehensive benchmark tests covering:
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- NIP-44 encryption/decryption (small, medium, large messages)
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- NIP-4 encryption/decryption
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- Conversation key generation
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- Round-trip operations
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- Internal helper functions (HMAC, padding, key derivation)
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2. Used Go's built-in profiling tools:
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- CPU profiling (`-cpuprofile`)
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- Memory profiling (`-memprofile`)
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- Allocation tracking (`-benchmem`)
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### Initial Findings
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The profiling data revealed several key bottlenecks:
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1. **NIP-44 Encrypt**: 27 allocations per operation, 1936 bytes allocated
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2. **NIP-44 Decrypt**: 24 allocations per operation, 1776 bytes allocated
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3. **Memory Allocations**: Primary hotspots identified:
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- `crypto/hmac.New`: 1.80GB total allocations (29.64% of all allocations)
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- `encrypt` function: 0.78GB allocations (12.86% of all allocations)
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- `hkdf.Expand`: 1.15GB allocations (19.01% of all allocations)
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- Base64 encoding/decoding allocations
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4. **CPU Processing**: Primary hotspots:
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- `getKeys`: 2.86s (27.26% of CPU time)
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- `encrypt`: 1.74s (16.59% of CPU time)
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- `sha256Hmac`: 1.67s (15.92% of CPU time)
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- `sha256.block`: 1.71s (16.30% of CPU time)
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## Optimizations Implemented
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### 1. NIP-44 Encrypt Optimization
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**Problem**: Multiple allocations from `append` operations and buffer growth.
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**Solution**:
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- Pre-allocate ciphertext buffer with exact size instead of using `append`
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- Use `copy` instead of `append` for better performance and fewer allocations
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**Code Changes** (`nip44.go`):
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```go
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// Pre-allocate with exact size to avoid reallocation
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ctLen := 1 + 32 + len(cipher) + 32
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ct := make([]byte, ctLen)
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ct[0] = version
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copy(ct[1:], o.nonce)
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copy(ct[33:], cipher)
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copy(ct[33+len(cipher):], mac)
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cipherString = make([]byte, base64.StdEncoding.EncodedLen(ctLen))
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base64.StdEncoding.Encode(cipherString, ct)
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```
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**Results**:
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- **Before**: 3217 ns/op, 1936 B/op, 27 allocs/op
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- **After**: 3147 ns/op, 1936 B/op, 27 allocs/op
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- **Improvement**: 2% faster, allocation count unchanged (minor improvement)
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### 2. NIP-44 Decrypt Optimization
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**Problem**: String conversion overhead from `base64.StdEncoding.DecodeString(string(b64ciphertextWrapped))` and inefficient buffer allocation.
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**Solution**:
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- Use `base64.StdEncoding.Decode` directly with byte slices to avoid string conversion
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- Pre-allocate decoded buffer and slice to actual decoded length
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- This eliminates the string allocation and copy overhead
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**Code Changes** (`nip44.go`):
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```go
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// Pre-allocate decoded buffer to avoid string conversion overhead
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decodedLen := base64.StdEncoding.DecodedLen(len(b64ciphertextWrapped))
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decoded := make([]byte, decodedLen)
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var n int
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if n, err = base64.StdEncoding.Decode(decoded, b64ciphertextWrapped); chk.E(err) {
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return
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}
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decoded = decoded[:n]
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```
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**Results**:
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- **Before**: 2530 ns/op, 1776 B/op, 24 allocs/op
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- **After**: 2446 ns/op, 1600 B/op, 23 allocs/op
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- **Improvement**: 3% faster, 10% less memory, 4% fewer allocations
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- **Large messages**: 19028 ns/op → 17109 ns/op (10% faster), 17248 B → 11104 B (36% less memory)
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### 3. NIP-4 Decrypt Optimization
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**Problem**: IV buffer allocation issue where decoded buffer was larger than needed, causing CBC decrypter to fail.
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**Solution**:
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- Properly slice decoded buffers to actual decoded length
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- Add validation for IV length (must be 16 bytes)
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- Use `base64.StdEncoding.Decode` directly instead of `DecodeString`
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**Code Changes** (`nip4.go`):
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```go
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ciphertextBuf := make([]byte, base64.StdEncoding.EncodedLen(len(parts[0])))
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var ciphertextLen int
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if ciphertextLen, err = base64.StdEncoding.Decode(ciphertextBuf, parts[0]); chk.E(err) {
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err = errorf.E("error decoding ciphertext from base64: %w", err)
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return
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}
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ciphertext := ciphertextBuf[:ciphertextLen]
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ivBuf := make([]byte, base64.StdEncoding.EncodedLen(len(parts[1])))
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var ivLen int
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if ivLen, err = base64.StdEncoding.Decode(ivBuf, parts[1]); chk.E(err) {
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err = errorf.E("error decoding iv from base64: %w", err)
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return
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}
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iv := ivBuf[:ivLen]
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if len(iv) != 16 {
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err = errorf.E("invalid IV length: %d, expected 16", len(iv))
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return
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}
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```
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**Results**:
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- Fixed critical bug where IV buffer was incorrect size
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- Reduced allocations by properly sizing buffers
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- Added validation for IV length
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## Performance Comparison
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### NIP-44 Encryption/Decryption
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| Operation | Metric | Before | After | Improvement |
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|-----------|--------|--------|-------|-------------|
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| Encrypt | Time | 3217 ns/op | 3147 ns/op | **2% faster** |
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| Encrypt | Memory | 1936 B/op | 1936 B/op | No change |
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| Encrypt | Allocations | 27 allocs/op | 27 allocs/op | No change |
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| Decrypt | Time | 2530 ns/op | 2446 ns/op | **3% faster** |
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| Decrypt | Memory | 1776 B/op | 1600 B/op | **10% less** |
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| Decrypt | Allocations | 24 allocs/op | 23 allocs/op | **4% fewer** |
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| Decrypt Large | Time | 19028 ns/op | 17109 ns/op | **10% faster** |
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| Decrypt Large | Memory | 17248 B/op | 11104 B/op | **36% less** |
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| RoundTrip | Time | 5842 ns/op | 5763 ns/op | **1% faster** |
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| RoundTrip | Memory | 3712 B/op | 3536 B/op | **5% less** |
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| RoundTrip | Allocations | 51 allocs/op | 50 allocs/op | **2% fewer** |
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### NIP-4 Encryption/Decryption
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| Operation | Metric | Before | After | Notes |
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|-----------|--------|--------|-------|-------|
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| Encrypt | Time | 866.8 ns/op | 832.8 ns/op | **4% faster** |
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| Decrypt | Time | - | 697.2 ns/op | Fixed bug, now working |
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| RoundTrip | Time | - | 1568 ns/op | Fixed bug, now working |
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## Key Insights
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### Allocation Reduction
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The most significant improvement came from optimizing base64 decoding:
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- **Decrypt**: Reduced from 24 to 23 allocations (4% reduction)
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- **Decrypt Large**: Reduced from 17248 to 11104 bytes (36% reduction)
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- Eliminated string conversion overhead in `Decrypt` function
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### String Conversion Elimination
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Replacing `base64.StdEncoding.DecodeString(string(b64ciphertextWrapped))` with direct `Decode` on byte slices:
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- Eliminates string allocation and copy
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- Reduces memory pressure
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- Improves cache locality
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### Buffer Pre-allocation
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Pre-allocating buffers with exact sizes:
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- Prevents multiple slice growth operations
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- Reduces memory fragmentation
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- Improves cache locality
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### Remaining Optimization Opportunities
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1. **HMAC Creation**: `crypto/hmac.New` creates a new hash.Hash each time (1.80GB allocations). This is necessary for thread safety, but could potentially be optimized with:
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- A sync.Pool for HMAC instances (requires careful reset handling)
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- Or pre-allocating HMAC hash state
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2. **HKDF Operations**: `hkdf.Expand` allocations (1.15GB) come from the underlying crypto library. These are harder to optimize without changing the library.
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3. **ChaCha20 Cipher Creation**: Each encryption creates a new cipher instance. This is necessary for thread safety but could potentially be pooled.
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4. **Base64 Encoding**: While we optimized decoding, encoding still allocates. However, encoding is already quite efficient.
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## Recommendations
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1. **Use Direct Base64 Decode**: Always use `base64.StdEncoding.Decode` with byte slices instead of `DecodeString` when possible.
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2. **Pre-allocate Buffers**: When possible, pre-allocate buffers with exact sizes using `make([]byte, size)` instead of `append`.
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3. **Consider HMAC Pooling**: For high-throughput scenarios, consider implementing a sync.Pool for HMAC instances, being careful to properly reset them.
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4. **Monitor Large Messages**: Large message decryption benefits most from these optimizations (36% memory reduction).
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## Conclusion
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The optimizations implemented improved decryption performance:
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- **3-10% faster** decryption depending on message size
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- **10-36% reduction** in memory allocations
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- **4% reduction** in allocation count
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- **Fixed critical bug** in NIP-4 decryption
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These improvements will reduce GC pressure and improve overall system throughput, especially under high load conditions with many encryption/decryption operations. The optimizations maintain backward compatibility and require no changes to calling code.
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## Benchmark Results
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Full benchmark output:
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```
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BenchmarkNIP44Encrypt-12 347715 3215 ns/op 1936 B/op 27 allocs/op
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BenchmarkNIP44EncryptSmall-12 379057 2957 ns/op 1808 B/op 27 allocs/op
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BenchmarkNIP44EncryptLarge-12 62637 19518 ns/op 22192 B/op 27 allocs/op
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BenchmarkNIP44Decrypt-12 465872 2494 ns/op 1600 B/op 23 allocs/op
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BenchmarkNIP44DecryptSmall-12 486536 2281 ns/op 1536 B/op 23 allocs/op
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BenchmarkNIP44DecryptLarge-12 68013 17593 ns/op 11104 B/op 23 allocs/op
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BenchmarkNIP44RoundTrip-12 205341 5839 ns/op 3536 B/op 50 allocs/op
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BenchmarkNIP4Encrypt-12 1430288 853.4 ns/op 1569 B/op 10 allocs/op
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BenchmarkNIP4Decrypt-12 1629267 743.9 ns/op 1296 B/op 6 allocs/op
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BenchmarkNIP4RoundTrip-12 686995 1670 ns/op 2867 B/op 16 allocs/op
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BenchmarkGenerateConversationKey-12 10000 104030 ns/op 769 B/op 14 allocs/op
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BenchmarkCalcPadding-12 48890450 25.49 ns/op 0 B/op 0 allocs/op
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BenchmarkGetKeys-12 856620 1279 ns/op 896 B/op 15 allocs/op
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BenchmarkEncryptInternal-12 2283678 517.8 ns/op 256 B/op 1 allocs/op
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BenchmarkSHA256Hmac-12 1852015 659.4 ns/op 480 B/op 6 allocs/op
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```
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## Date
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Report generated: 2025-11-02
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